paper_id,title,decision,gt_binary,avg_score,score_0,score_1,score_2,score_3,score_4,score_5
ndIEb3Bghf,CharFxReg : Characteristic Function based Regularisation,Reject,Reject,1.33,0,2,2,,,
83F6YF4Hz6,SPELL: Self-Play Reinforcement Learning for Evolving Long-Context Language Models,Accept (Poster),Accept,6.00,6,6,4,8,,
knHHCx1prj,Recurrent Deep Differentiable Logic Gate Networks,Reject,Reject,0.00,0,0,0,,,
xcBV0fK0ZK,Adversarial Robustness of LLM-Based Multi-Agent Systems for Engineering Problems,Withdrawn (treated as Reject),Reject,1.50,2,2,2,0,,
XJXZXuTj11,QVGen: Pushing the Limit of Quantized Video Generative Models,Accept (Poster),Accept,6.80,6,6,8,8,6,
o8kbAXPu7P,Inductive Reasoning for Temporal Knowledge Graphs with Emerging Entities,Accept (Poster),Accept,6.00,6,6,6,6,,
gkTx4sPyAw,Improving Tool Calling Accuracy for Large Language Models,Reject,Reject,1.00,0,2,2,0,,
Dxb9zYD23D,Time Series as Videos: Spectro-Temporal Generative Diffusion,Withdrawn (treated as Reject),Reject,3.50,4,4,2,4,,
5o0zF03RP9,IncentRL: Bayesian Adaptation of Preference Gaps in Reinforcement Learning,Withdrawn (treated as Reject),Reject,0.50,2,0,0,0,,
Ic65R0Tbc1,Repairing Reward Functions with Human Feedback to Mitigate Reward Hacking,Reject,Reject,5.00,4,6,8,2,,
5SQo2E9Ujj,Curriculum as Selective Data Acquisition: Toward Reliable Generalization in Goal-Conditioned RL,Withdrawn (treated as Reject),Reject,0.00,0,0,0,0,0,
oBXfPyi47m,Efficient Reinforcement Learning by Guiding World Models with Non-Curated Data,Accept (Poster),Accept,8.00,6,10,8,8,,
lfsjVdi72l,SEED-SET: Scalable Evolving Experimental Design for System-level Ethical Testing,Accept (Poster),Accept,4.00,4,6,2,,,
DTQIjngDta,$\pi^3$: Permutation-Equivariant Visual Geometry Learning,Accept (Poster),Accept,8.00,8,10,6,,,
YkfhTzq3hL,Hallucination Benchmark for Speech Foundation Models,Reject,Reject,4.50,6,8,2,2,,
ACn1rbjlFB,Adversarial Attack on Tensor Ring Decomposition,Reject,Reject,4.50,6,4,4,4,,
9WiPZy3Kro,Grounding Computer Use Agents on Human Demonstrations,Accept (Poster),Accept,5.50,6,4,6,6,,
OPFE1zPYbU,Rethinking Diffusion Model in High Dimension,Reject,Reject,1.00,0,2,0,2,,
PtgQrxQ9Ak,AReUReDi: Annealed Rectified Updates for Refining Discrete Flows with Multi-Objective Guidance,Reject,Reject,4.00,4,6,2,4,,
VjGU55hEwV,"RLIE: Rule Generation with Logistic Regression, Iterative Refinement, and Evaluation for Large Language Models",Reject,Reject,2.50,2,2,2,4,,
xDO0239YOm,Title: HypoGeneAgent: Hypothesis Language Agent for Gene-set Cluster Resolution Selection Using Perturb-seq Datasets,Reject,Reject,1.33,2,0,2,,,
jymuXl8GYi,Reinforcing Diffusion Models by Direct Group Preference Optimization,Accept (Poster),Accept,6.00,6,4,8,6,,
kI27Niy4xY,Text-to-3D by Stitching a Multi-view Reconstruction Network to a Video Generator,Accept (Oral),Accept,8.00,8,8,8,8,,
SkmkGKEZ1U,O-Forge: An LLM + Computer Algebra Framework for Asymptotic Analysis,Reject,Reject,0.50,0,0,2,0,,
WgMZPsdJmC,An Analysis of the Cauchy Method for Different Steplength Coefficient,Reject,Reject,0.50,0,0,2,0,,
yX1Nn63DwQ,A New Efficient Method For Combining Gradients Of Different Orders,Reject,Reject,0.50,0,0,2,0,,
wyCnT4BUsT,DeepCritic: Deliberate Critique with Large Language Models,Reject,Reject,4.67,6,4,4,,,
txiGUfI4yF,Latent Stochastic Interpolants,Accept (Poster),Accept,7.33,6,10,6,,,
zuYXSoOzYG,Shaping Monotonic Neural Networks with Constrained Learning,Reject,Reject,2.00,2,2,2,2,,
zmYx32SSOR,Advancing Equitable AI: A Comprehensive Framework for Individual Fairness Assessment,Reject,Reject,1.00,0,0,2,2,,
5Y4wvlp923,Semantic Disentanglement Error: A Pluggable Mechanism for Balanced Contrastive Time-Series Representation,Reject,Reject,0.50,0,2,0,0,,
ZOV3697bZZ,Towards Generalizable Implicit In-Context Learning with Attention Routing,Reject,Reject,5.00,6,4,4,6,,
VaFqN9dnCa,Beyond Turing: Topological Closure as a Foundation for Cognitive Computation,Withdrawn (treated as Reject),Reject,0.00,0,0,0,,,
78WdKlYSeO,LLM as a Classifier: Leveraging Large Language Models for Text and Vision Classification,Reject,Reject,1.33,2,2,0,,,
4S5x8yhJ5H,VIBEFACE - Video and Image Biometric Dataset for Evaluation of Faces,Withdrawn (treated as Reject),Reject,0.00,0,0,0,,,
HAP8useYqu,Operator Flow Matching for Timeseries Forecasting,Reject,Reject,4.00,6,2,4,4,,
jsPQFNmnln,Neural Posterior Estimation with Latent Basis Expansions,Accept (Poster),Accept,6.67,6,6,8,,,
6Y9NP1qhoM,Goal-Aware Identification and Rectification of Misinformation in Multi-Agent Systems,Accept (Poster),Accept,5.00,4,6,8,2,,
bhR00j6Mku,On The Fragility of Benchmark Contamination Detection in Reasoning Models,Accept (Poster),Accept,6.67,8,6,6,,,
s7gSTR2AqA,Evolution and compression in LLMs: on the emergence of human-aligned categorization,Accept (Poster),Accept,6.00,4,8,6,,,
2eAGrunxVz,"Spherical Watermark: Encryption-Free, Lossless Watermarking for Diffusion Models",Accept (Oral),Accept,7.50,8,8,8,6,,
n3u7PK2kyd,From Divergence to Normalized Similarity:A Symmetric and Scalable Topological Toolkit for Representation Analysis,Withdrawn (treated as Reject),Reject,2.00,2,2,2,2,2,
QGXVZ0OPLy,Unlocking the Power of Co-Occurrence in CLIP: A DualPrompt-Driven Method for Training-Free Zero-Shot Multi-Label Classification,Accept (Poster),Accept,5.00,4,4,6,6,,
EsumhpzFK9,KARMA: Knowledge-Aware Reward Mechanism Adjustment via Causal AI,Withdrawn (treated as Reject),Reject,2.00,2,2,2,2,,
pcaHnwjnsO,Graph Adversarial Refinement for Robust Code Fixes: Enhancing Policy Networks via Structure-Aware Contrastive Learning,Reject,Reject,1.50,0,0,6,0,,
bhPaXhWVKG,MermaidFlow: Redefining Agentic Workflow Generation via Safety-Constrained Evolutionary Programming,Reject,Reject,5.33,6,6,4,,,
pW6rFymZ8F,EmbodiedMAE: A Unified 3D Multi-Modal Representation for Robot Manipulation,Reject,Reject,5.00,6,6,4,4,,
wkVsKDnl4s,HighClass: Efficient Metagenomic Classification via Quality-Aware Token Mapping and Sparsified Indexing,Reject,Reject,1.00,2,0,2,0,,
c5mdo1hWrs,FSA: An Alternative Efficient Implementation of Native Sparse Attention Kernel,Accept (Poster),Accept,7.33,6,8,8,,,
ZBaPU5FL0Z,OP-LoRA: The Blessing of Dimensionality with Overparameterized Low-Rank Adaptation,Withdrawn (treated as Reject),Reject,3.00,2,4,4,2,,
b8TlYh6PN6,Distributional Equivalence in Linear Non-Gaussian Latent-Variable Cyclic Causal Models: Characterization and Learning,Accept (Oral),Accept,8.00,8,8,8,8,,
ao7VBbvWIK,HASTE: Hybrid AST-guided Selection with Token-bounded Extraction,Withdrawn (treated as Reject),Reject,1.00,2,0,,,,
dUgq4bLY4X,Reducing Symmetry Increase in Equivariant Neural Networks,Accept (Poster),Accept,6.67,8,4,8,,,
Ilnbgf1eeS,Bayes Always Wins the Lottery in Monte Carlo,Withdrawn (treated as Reject),Reject,1.00,0,0,2,2,,
B5NEdEQH1K,Jigsaw3D: Disentangled 3D Style Transfer via Patch Shuffling and Masking,Reject,Reject,4.50,8,2,4,4,,
CbK7lYbmv8,Rethinking LLM Reasoning: From Explicit Trajectories to Latent Representations,Accept (Poster),Accept,5.00,4,4,8,4,,
TjF9WLcu8o,Contrastive-Online-Meta (COM): A Dynamic Adaptation Mechanism for Instruction-Tuned CodeLLMs,Reject,Reject,0.00,0,0,0,0,,
FMjeC9Msws,The Art of Scaling Reinforcement Learning Compute for LLMs,Accept (Oral),Accept,7.50,8,6,8,8,,
IqXlvYA7En,Condition Errors Refinement in Autoregressive Image Generation with Diffusion Loss,Accept (Poster),Accept,6.00,6,6,6,6,,
r99m9ziONQ,IA2: Alignment with ICL Activations improves Supervised Fine-Tuning,Accept (Poster),Accept,6.00,6,6,6,6,,
34V0IZytle,When Scores Learn Geometry: Rate Separations under the Manifold Hypothesis,Accept (Poster),Accept,6.67,8,4,8,,,
UtFQNwWBaA,HiT-JEPA: A Hierarchical Self-supervised Trajectory Embedding Framework for Similarity Computation,Reject,Reject,4.00,4,6,2,4,,
AjaicwLUmj,Wirbelsäule-Plot for Multivariate Timeseries customized with AIP Agent,Reject,Reject,1.00,0,2,2,0,,
pfw176o1YJ,Learning to See Before Seeing: Demystifying LLM Visual Priors from Language Pre-training,Accept (Oral),Accept,7.00,8,8,6,6,,
Op6Scc62ME,Learning Robust Diffusion Models from Imprecise Supervision,Reject,Reject,3.50,4,2,4,4,,
y3oHMcoItR,RealPDEBench: A Benchmark for Complex Physical Systems with Real-World Data,Accept (Oral),Accept,7.50,10,10,6,4,,
K5t8PfzwFR,Towards Human Inverse Dynamics from Real Images: A Dataset and Benchmark for Joint Torque Estimation,Withdrawn (treated as Reject),Reject,3.00,4,2,4,2,,
4OF7DQA3yW,High-Fidelity GAN-based Vocoder with Conditioning Subband Network and Magnitude-aware Phase Loss,Withdrawn (treated as Reject),Reject,1.33,0,2,2,,,
vQLUAkl5SG,DRAGON: Guard LLM Unlearning in Context via Negative Detection and Reasoning,Accept (Poster),Accept,5.50,4,6,6,6,,
ewdqbKskUL,Answer-Set Consistency of LLMs for Question Answering,Reject,Reject,4.00,4,2,6,4,,
VP204Aa0gH,OmniCode: A Benchmark for Evaluating Software Development Agents,Withdrawn (treated as Reject),Reject,2.50,2,4,2,2,,
ZS4fa5FgTD,Learning for Dynamic Combinatorial Optimization without Training Data,Withdrawn (treated as Reject),Reject,2.67,4,2,2,,,
xURArpl40L,Is the Prediction Set Size Well-Calibrated? A Closer Look at Uncertainty in Conformal Prediction,Withdrawn (treated as Reject),Reject,3.50,6,4,2,2,,
P0GOk5wslg,Speculative Actions: A Lossless Framework for Faster AI Agents,Accept (Oral),Accept,7.50,6,6,10,8,,
r12Cz05mUT,Latent Adaptation with Masked Policy for Diffusion Language Models,Withdrawn (treated as Reject),Reject,3.00,4,2,2,4,,
nHrYBGujps,BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation via Lens of Dynamic Interactions,Accept (Oral),Accept,7.50,6,8,8,8,,
p15DIvdOV9,Flowing with Precision: Rectified Flow Image Editing with Trajectory and Frequency Guidance,Withdrawn (treated as Reject),Reject,2.80,4,2,2,4,2,
9X2NfyZpR2,Long-Term Action Anticipation via Transcript-based Supervision,Reject,Reject,3.00,2,4,2,4,,
CSrGFB070m,IndicSuperTokenizer: An Optimized Tokenizer for Indic Multilingual LLMs,Withdrawn (treated as Reject),Reject,2.50,2,2,2,4,,
bbuxDoRD2D,DISK: Differentiable Sparse Kernel Complex for Efficient Spatially-Variant Convolution,Accept (Poster),Accept,6.00,6,6,6,6,,
05hNleYOcG,PLAGUE: Plug-and-play framework for Lifelong Adaptive Generation of mUlti-turn jailbrEaks,Accept (Poster),Accept,2.50,2,4,2,2,,
9qbKOaF8YJ,Parameter Release and Knowledge Reuse for Class-Incremental Semantic Segmentation,Withdrawn (treated as Reject),Reject,3.33,2,4,4,,,
DjxNqXsApM,Enforcing Orderedness in SAEs to Improve Feature Consistency,Reject,Reject,3.00,2,2,4,4,,
B6HnApgkP3,Post-Hoc Feature Selection Layer for Neural Networks Interpretability,Reject,Reject,2.00,2,2,2,,,
azsnOWy9MZ,PLoRA: Efficient LoRA Hyperparameter Tuning for Large Language Models,Reject,Reject,5.33,6,6,4,,,
n1AvXiU2lu,Real-Time Reasoning Agents in Evolving Environments,Accept (Poster),Accept,6.50,8,8,6,4,,
9rvefNQN1C,Case-Guided Sequential Assay Planning in Drug Discovery,Withdrawn (treated as Reject),Reject,3.00,2,2,4,4,,
sSbEEHNEsL,Pay Attention to CTC: Fast and Robust Pseudo-Labelling for Unified Speech Recognition,Accept (Poster),Accept,8.00,8,8,8,8,,
3iHQ97INBP,Learning Interpretable Models Using Uncertainty Oracles,Reject,Reject,3.33,6,4,0,,,
9gw03JpKK4,Gaia2: Benchmarking LLM Agents on Dynamic and  Asynchronous Environments,Accept (Oral),Accept,8.00,10,6,8,,,
N8ntZEb4Ap,AutoNFS: Automatic Neural Feature Selection,Withdrawn (treated as Reject),Reject,2.33,2,0,2,2,4,4
do4hqhMBiu,A Diffusion-Based Data Augmentation Approach for Synthetic Human Portraits Dataset,Reject,Reject,0.00,0,0,0,,,
VbTLgEUocp,LLMs Can Hide Text in Other Text of the Same Length,Accept (Poster),Accept,7.00,6,8,8,6,,
L2rfd2Czbj,wd1:  Weighted Policy Optimization for Reasoning in Diffusion Language Models,Accept (Poster),Accept,6.67,6,6,8,,,
0aBAAS0rRT,Map as a Prompt: Learning Multi-Modal Spatial-Signal Foundation Models for Cross-scenario Wireless Localization,Accept (Poster),Accept,5.33,6,4,6,,,
cyQUZDMpg3,HiGS: History-Guided Sampling for Plug-and-Play Enhancement of Diffusion Models,Accept (Poster),Accept,6.00,8,4,6,6,,
c2ozZYoZFd,A $\texttt{Min-p}$ Blueprint for More Rigorous Science in Empirical Machine Learning Research,Reject,Reject,2.67,2,4,2,,,
yk3QBsB43u,Tackling the Noisy Elephant in the Room: Label Noise-robust Out-of-Distribution Detection via Loss Correction and Low-rank Decomposition,Reject,Reject,5.00,8,2,4,6,,
qNlTH4kYJZ,AdAEM: An Adaptively and Automated Extensible Measurement of LLMs' Value Difference,Accept (Oral),Accept,7.00,8,8,4,8,,
f4oAYJxrgH,Flat is the New Sharp: Flatness-Aware Regularization for Robust Learning,Withdrawn (treated as Reject),Reject,0.00,0,0,0,0,,
b36drMoKir,Gradient Flow Convergence Guarantee for General Neural Network Architectures,Withdrawn (treated as Reject),Reject,0.50,0,0,0,2,,
CVZFzsg1PJ,Rethinking Local Branching: A Reinforcement Learning Approach to Neighborhood Control,Withdrawn (treated as Reject),Reject,2.00,2,2,2,2,,
TJWhvS5JXg,TabPalooza: A Benchmark Odyssey for Tabular Model Evaluation,Withdrawn (treated as Reject),Reject,1.20,0,0,2,2,2,
UnvaQLYFMJ,Unsupervised learning with spatial embedding and human labeling,Withdrawn (treated as Reject),Reject,3.50,4,4,4,2,,
l5zZ2EEijD,Improved $\ell_{p}$ Regression via Iteratively Reweighted Least Squares,Accept (Poster),Accept,6.50,6,8,6,6,,
17DNmdQ9aU,StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs,Accept (Poster),Accept,7.50,10,6,8,6,,
beV5wMTRIq,Physics-Aware Tensor Field Neural PDE for Climate and Weather Prediction,Withdrawn (treated as Reject),Reject,2.00,2,2,2,2,,
QN4WZ5QoqC,Active speech enhancement: beyond passive denoising declipping and dereverberation,Withdrawn (treated as Reject),Reject,1.33,2,0,2,,,
3qAzQyOOnA,Social-R1: Enhancing Social Intelligence in LLMs through Human-like Reinforced Reasoning,Reject,Reject,4.00,2,2,4,8,,
3wMdHl7JQ6,Simplify to Amplify: Achieving Information-Theoretic Bounds with Fewer Steps in Spectral Community Detection,Reject,Reject,1.00,2,0,0,2,,
vEh1ceS154,Partition Generative Modeling: Masked Modeling Without Masks,Accept (Oral),Accept,7.00,8,8,6,6,,
7mCo3R3Wyn,TEMPFLOW-GRPO: WHEN TIMING MATTERS FOR GRPO IN FLOW MODELS,Accept (Poster),Accept,7.50,10,8,6,6,,
4VW9HVCRw0,TOUCH: Text-guided Controllable Generation of Free-Form Hand-Object Interactions,Accept (Poster),Accept,7.00,8,8,6,6,,
C3I7nIXKHc,SFT WITHOUT OVERFITTING: ANALYZING THE TRAINING DYNAMICS OF SUPERVISED FINE-TUNING,Withdrawn (treated as Reject),Reject,1.50,2,0,4,0,,
Pxd5mjwznl,Difference back propagation with inverse sigmoid function,Reject,Reject,0.00,0,0,0,,,
kZHSvETWdi,Towards Multimodal Data-Driven Scientific Discovery Powered by LLM Agents,Accept (Poster),Accept,5.50,4,6,4,8,,
1FnCrZtBNQ,LAMDA: A Longitudinal Android Malware Benchmark for Concept Drift Analysis,Accept (Poster),Accept,6.67,8,6,6,,,
RJXwuAMUiI,The Effect of Attention Head Count on Transformer Approximation,Accept (Poster),Accept,7.00,6,8,8,6,,
NfuBj8jleE,Explore-on-Graph: Incentivizing Autonomous Exploration of Large Language Models on Knowledge Graphs with Path-refined Reward Modeling,Accept (Poster),Accept,5.50,4,4,8,6,,
3JPAkwSVc4,Quotient-Space Diffusion Models,Accept (Oral),Accept,7.50,6,8,10,6,,
51n0n1Lpdt,When Clean Queries Become Triggers: Backdoor Attacks on Large Language Models,Reject,Reject,4.00,6,2,4,4,4,
m18MXVdrV9,Information Estimation with Discrete Diffusion,Accept (Poster),Accept,5.50,4,6,6,6,,
dwgtYTuSaS,Continuous Online Action Detection from Egocentric Videos,Withdrawn (treated as Reject),Reject,3.00,4,2,2,4,,
dPAcHrG4rl,A Fano-Style Accuracy Upper Bound for LLM Single-Pass Reasoning in Multi-Hop QA,Accept (Poster),Accept,5.33,4,6,6,,,
pVVDN6dgLv,Simplify In-Context Learning,Withdrawn (treated as Reject),Reject,3.00,2,2,2,6,,
ZfdnZhOP0k,Hubble: a Model Suite to Advance the Study of LLM Memorization,Accept (Oral),Accept,7.50,8,6,8,8,,
BjQqvH2LgW,UnCoVAEr: Estimating Causal Concept Effects under Visual Latent Confounding,Withdrawn (treated as Reject),Reject,3.50,2,4,6,2,,
Iq1fNZus2W,Patch-Wise and Keyword-Aware: Efficient Multi-Condition Control of Diffusion Transformers via Position-Aligned and Keyword-Scoped Attention,Withdrawn (treated as Reject),Reject,3.00,2,2,4,4,,
fwYTXwoiCQ,Large Language Models do Not Make Complete Use of Math Reasoning Data,Reject,Reject,4.00,2,6,6,2,,
tRLShDqhmi,AnyAvatar: Dynamic and Consistent Audio-Driven Human Animation for Multiple Characters,Withdrawn (treated as Reject),Reject,4.50,6,4,2,6,,
wgGJE6Z1B3,Flatter Tokens are More Valuable for Speculative Draft Model Training,Accept (Poster),Accept,5.50,8,6,4,4,,
YADyx3ieUX,The Myth of the Box: Causation and Comprehensibility in Neural Network Behavior,Withdrawn (treated as Reject),Reject,1.00,0,2,0,2,,
fSE0rUngCX,Multimodal Policy Internalization for Conversational Agents,Accept (Poster),Accept,7.33,6,8,8,,,
kxVjQhkAWz,Dens3R: A Foundation Model for 3D Geometry Prediction,Accept (Poster),Accept,6.00,8,6,4,6,,
fecsMxAWbw,Refined Mixed-Strategy Multi-modal Representation Learning for Recommendation,Reject,Reject,4.00,6,4,2,4,,
zwfpyw345l,Hierarchical Code Embeddings with Multi-Level Attention for Reinforcement Learning State Representation,Reject,Reject,0.50,0,0,2,0,,
RT5SlprCmc,Learning the Minimum Action Distance,Reject,Reject,4.50,6,6,2,4,,
rzGEfYr2ZC,"Don't Be Greedy, Just Relax! Pruning of LLMs via Frank-Wolfe",Reject,Reject,0.00,0,0,0,,,
HHYd4Pz5Lp,DelRec: learning delays in recurrent spiking neural networks.,Withdrawn (treated as Reject),Reject,1.33,0,2,2,,,
mHRuCmc9lo,Robust Decision-Making with Partially Calibrated Forecasters,Accept (Poster),Accept,7.33,6,8,8,,,
gHPRSPxIsk,How to Square Tensor Networks and Circuits Without Squaring Them,Accept (Poster),Accept,7.00,8,6,8,6,,
b8denYGJ9z,Multi-field sea ice data assimilation with a variational autoencoder,Withdrawn (treated as Reject),Reject,1.33,2,0,2,,,
qCfYOLAzti,LLM Unlearning with LLM Beliefs,Accept (Poster),Accept,6.00,6,6,4,8,,
iWEG5F8o9a,ACDC: Adaptive Cloud-Device Collaboration for Efficient and Accurate Semantic Segmentation,Reject,Reject,3.00,4,2,4,2,,
WVAr2iMu3P,Systematic Evaluation of Attribution Methods: Eliminating Threshold Bias and Revealing Method-Dependent Performance Patterns,Withdrawn (treated as Reject),Reject,1.00,0,0,2,2,,
HwyYpLxY0G,Aligned Textual Scoring Rule,Reject,Reject,0.50,2,0,0,0,,
3YKeB9R1g9,Scaling with Collapse: Efficient and Predictable Training of LLM Families,Accept (Poster),Accept,8.00,8,8,8,,,
k60jAxVSv7,DenseFace: Bias Mitigation in Face Recognition via Density-Aware Probabilistic Matching,Reject,Reject,3.33,2,6,2,,,
1CR1MTIgmq,"False, misleading, and unfounded statements in a recent TPAMI publication",Reject,Reject,0.00,0,0,0,,,
FtL9eEmU6v,EditBench: Evaluating LLM Abilities to Perform Real-World Instructed Code Edits,Accept (Oral),Accept,7.50,6,10,8,6,,
wJgaHyJaDD,TPOUR: Temporal Preference Optimization for Unsupervised Retrieval,Reject,Reject,5.00,6,6,4,4,,
qbDnX2YC6F,Open-Set Recognition Interaction Effects: Modular Gains and Where to Find Them,Reject,Reject,4.50,6,4,4,4,,
TgLW2DiRDG,Characterizing the Discrete Geometry of ReLU Networks,Accept (Oral),Accept,7.50,8,6,8,8,,
nv3q3crc5D,Flash-Mono: Feed-Forward Accelerated Gaussian Splatting Monocular SLAM,Accept (Poster),Accept,5.00,4,8,6,2,,
oG3UEPs0Ov,From Neural Mechanisms of Short-Term Memory to the Computational Architecture of the Human Brain,Withdrawn (treated as Reject),Reject,0.50,0,0,2,0,,
Rd0yhdfueL,BHAVNET: Efficient Knowledge Transfer from Large Knowledge Models to Task-Specific Architectures through Features,Reject,Reject,1.00,2,0,0,2,,
aTP1IM6alo,VoMP: Predicting Volumetric Mechanical Property Fields,Accept (Poster),Accept,7.00,6,8,6,8,,
P1qlqfRtgo,Comparison of Neural Network Architectures in the Thermal Explosion Approximation Problem,Withdrawn (treated as Reject),Reject,2.00,2,2,2,2,,
cv7EXSvOQg,VAFL: Vector-field Assisted Functional Layer for Equal-Compute Multi-modal Learning,Withdrawn (treated as Reject),Reject,0.40,0,2,0,0,0,
YSIHQy80Cr,Efficient Differentiable Contact Model with Long-range Influence,Accept (Poster),Accept,5.50,2,4,8,8,,
xVB9AivJa5,"Blueprint-Bench: Comparing spatial intelligence of LLMs, agents and image models",Reject,Reject,1.33,0,2,2,,,
pzXAS6Tf2r,HiViBiX: Hierarchical Visually-informed Binaural Audio Generation using Ambisonics,Reject,Reject,4.80,4,6,4,8,2,
BVnIsh4Nz1,On the Reasoning Abilities of Masked Diffusion Language Models,Accept (Oral),Accept,7.00,6,8,8,6,,
0ylAe3Orfy,Multi-Object System Identification from Videos,Accept (Poster),Accept,5.00,6,6,6,2,,
FkTEc3XEL6,MOCHA: Multi-sample Omics Cohorts with Human Annotation,Withdrawn (treated as Reject),Reject,0.50,0,0,2,0,,
VaS6xcDrTb,Special Unitary Parameterized Estimators of Rotation,Accept (Poster),Accept,8.50,8,8,8,10,,
JFQSvjiPb0,Are LLMs Exploitable Negotiators ?,Withdrawn (treated as Reject),Reject,0.50,0,2,0,0,,
8qFOfUAMWI,Directly Aligning the Full Diffusion Trajectory with Semantic Relative Preference Optimization,Withdrawn (treated as Reject),Reject,2.50,2,2,4,2,,
qkKUG56s5r,Automatic Complementary-Separation Pruning for Efficient CNNs,Withdrawn (treated as Reject),Reject,1.33,2,0,2,,,
Gk7gLAtVDO,Is it Thinking or Cheating?  Detecting Implicit Reward Hacking by Measuring Reasoning Effort,Accept (Oral),Accept,7.50,8,8,8,6,,
m5KplPzCzM,"Learning Pseudorandom Numbers with Transformers: Permuted Congruential Generators, Curricula, and Interpretability",Accept (Poster),Accept,5.33,8,4,4,,,
LIG31I6ArY,IntE: Quantitative Framework for Qualitative Data Evaluation via Distributional Mining,Withdrawn (treated as Reject),Reject,2.50,4,2,2,2,,
VoKut0M4bI,"Unified Stability Bounds for Structured World Models: Geometry, Equivariance, and Identifiability as Sufficient Conditions",Reject,Reject,5.00,4,8,6,2,,
Q4KIDjDDRJ,Bridging Perception and Reasoning: Token Reweighting for RLVR in Multimodal LLMs,Reject,Reject,3.00,4,4,2,2,,
4Grhy3DAZi,Introspective Adversarial Learning: Autonomous and Continual Preference Learning for LLM Alignment,Withdrawn (treated as Reject),Reject,2.00,0,4,2,2,,
uP6RDWHcs7,Marginal Flow: a flexible and efficient framework for density estimation,Withdrawn (treated as Reject),Reject,1.33,2,0,2,,,
u4N7Kl6gzE,The Seismic Wavefield Common Task Framework,Accept (Poster),Accept,5.00,4,8,2,6,,
1NZ3DHF9nT,Fast-dLLM v2: Efficient Block-Diffusion LLM,Accept (Poster),Accept,6.00,8,4,6,6,,
EQhUvWH78U,"Shoot First, Ask Questions Later? Building Rational Agents that Explore and Act Like People",Accept (Oral),Accept,6.67,8,4,8,,,
VlTHxRcP3A,Representational and Temporal Dynamics in Neural Decoding: Linear and Nonlinear Models for Position and Velocity Prediction,Reject,Reject,1.00,2,0,2,0,,
HGdg76iVo6,Which Heads Matter for Reasoning? RL-Guided KV Cache Compression,Reject,Reject,4.50,2,4,4,8,,
XPIEkFdEDi,AnyBCQ: Hardware Efficient Flexible Binary-Coded Quantization for Multi-Precision LLMs,Accept (Poster),Accept,6.00,6,8,6,4,,
jJqvrZX5g5,Compact Yet Capable: Do Multitask-Based Multi-Teacher Distillation with Precision-Controlled Task-Specific Dynamic PTQ Outperform Static Quantization for Low-Resource Multitask NLU?,Withdrawn (treated as Reject),Reject,2.00,2,2,2,,,
aZFjp5wqck,AgentVQA: A Unified Benchmark for Agentic Visual Understanding,Reject,Reject,4.00,2,6,4,4,,
kkBOIsrCXh,Embodied Navigation Foundation Model,Accept (Poster),Accept,8.00,6,8,8,10,,
eQ4kdm5iYj,Real-IKEA : Simulating What Robots Will Really See and Touch,Reject,Reject,3.00,6,2,2,2,,
5WecBhuCyF,Curing the Transitivity Curse: Shortcut Logical Reasoning via A Priori Knowledge Compilation,Withdrawn (treated as Reject),Reject,3.00,4,2,2,4,,
OjRaJw4tnr,Finetuning Large Language Model as an Effective Symbolic Regressor,Withdrawn (treated as Reject),Reject,2.00,2,2,2,2,,
anLMfUzl0C,Rethinking LLM Parametric Knowledge as Confidence for Effective and Efficient RAG,Withdrawn (treated as Reject),Reject,3.33,4,4,2,,,
GiItKTlJIB,How Much Chain-of-Thought Do LLMs Really Need for Physics?,Withdrawn (treated as Reject),Reject,3.00,2,4,2,4,,
jrY5Sh1pIh,SCD: Soft $\textit{top-k}$ Contrastive Decoding for Universal LLM Detoxification,Withdrawn (treated as Reject),Reject,2.00,2,2,2,2,,
ASwVqmDOv9,Generative Modeling with Explicit Memory,Reject,Reject,5.00,8,4,4,4,,
lSM6MtjQcM,AetherCode: Evaluating LLMs’ Ability to Win In Premier Programming Competitions,Accept (Poster),Accept,5.50,2,6,10,4,,
Ahdsg2nkNH,Multilevel Control Functional,Accept (Poster),Accept,8.00,8,8,8,,,
pPa5mIFj5p,Entropy-Aware Speculative Decoding Toward Improved LLM Reasoning,Reject,Reject,2.50,2,2,2,4,,
v8lXG3Z1PB,Reliable Detection of Autism Spectrum Disorder in Children Using Conformal Prediction,Withdrawn (treated as Reject),Reject,0.00,0,0,0,,,
Rj5ZJk956j,Weakening Neurons: A Newly Discovered Read-Write Functionality in Transformers with Outsize Influence,Reject,Reject,4.67,4,2,8,,,
6zZGNJRO56,Towards Generalized Video Quality Assessment: A Weak-to-Strong Learning Paradigm,Withdrawn (treated as Reject),Reject,3.33,4,2,4,,,
Ry8jLSYIUG,We Can Hide More Bits: The Unused Watermarking Capacity in Theory and in Practice,Reject,Reject,5.33,4,6,6,,,
80JylHgQn1,Instilling an Active Mind in Avatars via Cognitive Simulation,Accept (Oral),Accept,7.00,8,6,8,6,,
nOcy5NvNI1,Constantly Improving Image Models Need Constantly Improving Benchmarks,Accept (Poster),Accept,5.50,6,4,6,6,,
Vsgq2ldr4K,Reasoning with Sampling: Your Base Model is Smarter Than You Think,Accept (Oral),Accept,7.50,8,8,6,8,,
thLQd7uK3C,IBiT: Utilizing Inductive Biases to Create a More Data Efficient Attention Mechanism,Reject,Reject,0.50,0,0,2,0,,
qyVzZsrsnS,Narrow Finetuning Leaves Clearly Readable Traces in Activation Differences,Accept (Poster),Accept,7.50,8,8,6,8,,
FY0dDuAnW1,​ImmunoGraph: Accelerated and Equitable Representation Learning for Large-Scale Immune Networks​,Reject,Reject,2.00,4,2,0,,,
kmK3WSCOCT,From Markov to Laplace: How Mamba In-Context Learns Markov Chains,Accept (Oral),Accept,7.50,8,8,8,6,,
VSDV0SWwOC,LS-Merge: Merging Language Models in Latent Space,Accept (Poster),Accept,6.67,8,4,8,,,
dIOYpj9K8P,Reformulation for Pretraining Data Augmentation,Accept (Poster),Accept,6.67,6,8,6,,,
JGIYfwaNpT,Concepts' Information Bottleneck Models,Accept (Poster),Accept,5.00,6,6,6,2,,
f8z2bzOLK2,$\mu$LO: Compute-Efficient Meta-Generalization of Learned Optimizers,Accept (Poster),Accept,5.00,6,6,6,2,,
REthH7hinP,On Finetuning Tabular Foundation Models,Reject,Reject,3.50,4,4,4,2,,
173Pq3F31r,Bridging Piano Transcription and Rendering via Disentangled Score Content and Style,Accept (Poster),Accept,5.50,8,8,4,2,,
gr8tcWhYSx,TIFO: Time-Invariant Frequency Operator for Stationarity-Aware Representation Learning in Time Series,Reject,Reject,5.00,6,6,4,4,,
kBOElrMxbo,Pivot-ICL: Adaptive Exemplar Selection for In-Context Learning,Withdrawn (treated as Reject),Reject,1.33,2,2,0,,,
P8iGdaHjxH,Epistemic Generative Adversarial Networks,Reject,Reject,3.00,4,4,2,2,,
qjJWxK3yWo,AudioX: A Unified Framework for Anything-to-Audio Generation,Accept (Poster),Accept,7.00,8,4,10,6,,
sbapQyunYK,PARDiff: Bridging Autoregressive and Diffusion Models for Order-Agnostic Graph Generation,Withdrawn (treated as Reject),Reject,0.50,0,0,0,2,,
g2l9bg9DWx,Achieving low-bit Muon through subspace preservation and grid quantization,Accept (Poster),Accept,6.00,6,8,4,6,,
Y8oiuzaAxl,Towards a Theoretical Understanding of In-context Learning: Stability and Non-I.I.D Generalisation,Accept (Poster),Accept,4.50,4,4,6,4,,
ZNWpUfwisS,Adaptive Test-Time Compute Allocation via Query Complexity Estimation in Large Language Models,Withdrawn (treated as Reject),Reject,0.67,0,2,0,,,
5wqTal0EuC,Ringleader ASGD: The First Asynchronous SGD with Optimal Time Complexity under Data Heterogeneity,Accept (Poster),Accept,5.00,6,6,4,4,,
sGWY8n1ORQ,SUSI: Semi-Structured Pruning for LLMs via Differentiable Subset Sampling,Withdrawn (treated as Reject),Reject,2.00,2,2,2,2,,
0TmVqOpBbK,Scaling Laws Meet Model Architecture: Toward Inference-Efficient LLMs,Accept (Poster),Accept,6.50,6,8,4,8,,
IOKftyz5iP,Adaptive World Models for Data-Efficient Learning (AWML),Withdrawn (treated as Reject),Reject,3.00,2,4,2,4,,
m7gNW26Zih,LLM-Augmented Soft-Label Distillation and Cluster-Guided Alignment for Language-Based Audio Retrieval,Withdrawn (treated as Reject),Reject,0.00,0,0,0,0,,
yRtgZ1K8hO,The Polar Express: Optimal Matrix Sign Methods and their Application to the Muon Algorithm,Accept (Oral),Accept,8.00,6,10,8,8,,
DOLF9TUBfa,DarwinLM: Evolutionary Structured Pruning of Large Language Model,Reject,Reject,5.50,8,4,4,6,,
CNrU5kGJYG,TrojanTO: Action-Level Backdoor Attacks Against Trajectory Optimization Models,Accept (Poster),Accept,5.50,6,6,4,6,,
U2SJE6W3wT,Improved Adversarial Diffusion Compression for Real-World Video Super-Resolution,Accept (Poster),Accept,5.50,4,6,6,6,,
8s5jBVybhQ,Remotely Detectable Robot Policy Watermarking,Accept (Poster),Accept,7.00,8,8,6,6,,
vPSiCA3CkD,Nesterov Finds GRAAL: Optimal and Adaptive Gradient Method for Convex Optimization,Accept (Poster),Accept,7.50,8,10,6,6,,
2Np82XlB34,ChiFlow: Torsional Asymmetry Flow Matching For Chirality-Aware Protein Backbone Generation,Withdrawn (treated as Reject),Reject,3.20,2,4,6,2,2,
sLkis6UGKk,DeFacto: Counterfactual Thinking with Images for Enforcing Evidence-Grounded and Faithful Reasoning,Reject,Reject,5.50,8,4,4,6,,
qOyF214xmg,Transducing Language Models,Accept (Poster),Accept,8.00,6,8,10,8,,
X7lrOUfNKa,GraphFractalNet: A Fractal-Inspired Sparse Transformer for Ultra-Scalable Graph Representation Learning,Withdrawn (treated as Reject),Reject,3.00,2,2,4,4,,
a7Qa4CcHak,"Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces",Accept (Poster),Accept,7.33,8,6,8,,,
zNH3Sf404X,Quality over Quantity: Semi-Supervised Detection of Illicit Bitcoin Flows via Feature Engineering,Reject,Reject,1.33,2,0,2,,,
dZKl7uc0XQ,Mirror Flow Matching with Heavy-Tailed Priors for Generative Modeling on Convex Domains,Accept (Poster),Accept,5.33,4,6,6,,,
74jqVzrUQ5,VocSim: A Training-free Benchmark for Zero-shot Content Identity in Single-source Audio,Withdrawn (treated as Reject),Reject,3.00,0,8,2,2,,
ymidNjoH4V,Training Multi-Layer Transformers in Almost Linear Time,Withdrawn (treated as Reject),Reject,2.50,4,2,4,0,,
yMMb3rCuNM,Constant Degree Matrix-Driven Incomplete Multi-View Clustering via Connectivity-Structure and Embedding Tensor Learning,Accept (Poster),Accept,5.00,6,6,2,6,,
gLCKZEjmWg,"Sample by Step, Optimize by Chunk: Chunk-Level GRPO for Text-to-Image Generation",Reject,Reject,4.50,6,4,4,4,,
KRUNuLzQD1,AMLGENTEX: Mobilizing Data-Driven Research to Combat Money Laundering,Withdrawn (treated as Reject),Reject,3.00,2,4,4,2,,
ditBKIciC3,Beyond Spectra: Eigenvector Overlaps in Loss Geometry,Accept (Poster),Accept,5.60,8,8,6,2,4,
UJ2UUjT2ko,Mixing Mechanisms: How Language Models Retrieve Bound Entities In-Context,Accept (Poster),Accept,8.00,8,8,8,,,
8qQrEcsdls,Beyond Audio-Visual Alignment: Unmasking Talking Head Deepfakes via Red Hue Discrepancies in HSV Color Space,Reject,Reject,4.00,6,4,4,2,,
ck0aZTAnwK,Pre-training under infinite compute,Accept (Oral),Accept,7.50,6,8,8,8,,
mGeeRFToaW,Fine-tuning Quantized Neural Networks with Zeroth-order Optimization,Accept (Poster),Accept,5.20,6,2,4,8,6,
Ro282CMb1O,U-Bench: A Comprehensive Understanding of U-Net through 100-Variant Benchmarking,Reject,Reject,5.00,6,6,2,6,,
90tCp2KszA,RECAST: Expanding the Boundaries of LLMs' Complex Instruction Following with Multi-Constraint Data,Accept (Poster),Accept,6.67,8,6,6,,,
DcVg87ibK9,Does FLUX Already Know How to Perform Physically Plausible Image Composition?,Accept (Poster),Accept,7.33,8,8,6,,,
9ktF3pwXi8,From End-to-End to Step-by-Step: learning Composable Navigation Primitives for Vision-Language Navigation,Reject,Reject,4.67,6,4,4,,,
yjrVOxjkDR,Persona Features Control Emergent Misalignment,Accept (Poster),Accept,7.50,8,8,6,8,,
VPtHqcafIY,Small Transformers Don’t Need LayerNorm at Inference Time: Scaling LayerNorm Removal to GPT-2 XL and Implications for Mechanistic Interpretability,Accept (Poster),Accept,7.50,6,8,8,8,,
9e9wHUkC8Q,MANAR: Memory-augmented Attention with Navigational Abstract conceptual Representation,Reject,Reject,0.67,2,0,0,,,
o2k64ag4HA,ProfASR-Bench: A Professional-talk ASR Dataset for High-Stakes Applications Exposing the Context-Utilization Gap,Reject,Reject,3.00,4,2,4,2,,
snoW03ma9H,NoLan: Mitigating Object Hallucinations in Large Vision-Language Models via Dynamic Suppression of Language Priors,Withdrawn (treated as Reject),Reject,3.00,2,4,2,4,,
btWHQoSZZ1,Rex-Thinker: Grounded Object Referring via Chain-of-Thought Reasoning,Accept (Poster),Accept,5.00,4,6,4,6,,
IU4rqTlpRb,Rethinking Benign Relearning: Syntax as the Hidden Driver of Unlearning Failures,Accept (Poster),Accept,5.33,6,6,4,,,
uN5cHI3kpt,Cronus: Efficient LLM inference on Heterogeneous GPU Clusters via Partially Disaggregated Prefill,Reject,Reject,3.00,0,2,6,4,,
0xHWd4CUaX,Contrastive Code Graph Embeddings for Reinforcement Learning-Based Automated Code Refactoring,Reject,Reject,2.00,0,2,4,2,,
lbnPkTlwyR,Drug Repurposing with a Graph-of-Thoughts Inspired Reasoning Framework,Reject,Reject,1.33,2,2,0,,,
Olc7XhgstJ,SteadyThought: Mitigating LLM Under-Thinking via Thought-Level Preference Optimization,Reject,Reject,4.00,2,4,4,6,,
DLcnrY5Uqo,PointRePar : SpatioTemporal Point Relation Parsing for Robust Category-Unified 3D Tracking,Accept (Poster),Accept,6.50,8,6,6,6,,
tlM5H8wyhc,Attention Misalignment Attacks: Targeting Cross-Modal Attention in Multimodal Large Language Models for Adversarial Examples,Withdrawn (treated as Reject),Reject,3.50,2,4,4,4,,
73HAQ9K9Ar,FACT: Frequency-Aware Channel-Guided Multivariate Time Series Forecasting,Reject,Reject,3.00,4,2,4,2,,
55e5f3GVFc,Protein Structure Tokenization via Geometric Byte Pair Encoding,Accept (Poster),Accept,7.50,10,8,6,6,,
wiPldcWBPp,FINEdits : Precise Image Editing with Inferred Masks and Light Fine-tuning,Withdrawn (treated as Reject),Reject,3.00,2,4,2,4,,
4nOZBufbLC,Count Bridges enable Modeling and Deconvolving Transcriptomic Data,Accept (Poster),Accept,5.60,4,6,6,4,8,
gCbtw1oczy,Reinforcement Learning for Clinical Reasoning: Aligning LLMs with ACR Imaging Criteria,Reject,Reject,4.00,4,4,6,2,,
yEpE0QPpf8,Grounding-IQA: Grounding Multimodal Language Model for Image Quality Assessment,Accept (Poster),Accept,5.50,2,8,8,4,,
ocmGsqQWG2,Involuntary Jailbreak,Withdrawn (treated as Reject),Reject,2.00,2,2,2,2,,
KBknLdXxTa,From Abstract to Contextual: What LLMs Still Cannot Do in Mathematics,Accept (Poster),Accept,5.50,6,4,6,6,,
f4o9OdqAfy,TwinVoice: A Multi-dimensional Benchmark Towards Digital Twins via LLM Persona Simulation,Withdrawn (treated as Reject),Reject,3.50,2,6,2,4,,
JjJzbMDGsx,Language Confusion Gate: Language-Aware Decoding Through Model Self-Distillation,Accept (Poster),Accept,7.00,8,6,6,8,,
8KcjEygedc,Why Less is More (Sometimes): A Theory of Data Curation,Accept (Poster),Accept,7.50,8,8,6,8,,
N5ggpxl8Os,MEHGT-LKG: Multimodal Edge-enhanced Heterogeneous Graph Transformer with LLM-driven Knowledge Graph for Stock Trend Prediction,Reject,Reject,4.00,4,2,6,4,,
r6EpCx29VA,LLEOT: A Privacy-Enhancing Offsite Tuning Framework via Loss Landscape Elevation,Withdrawn (treated as Reject),Reject,3.33,4,2,4,,,
SzXDuBN8M1,TD-JEPA: Latent-predictive Representations for Zero-Shot Reinforcement Learning,Accept (Oral),Accept,7.50,8,8,6,8,,
pIfopX18D1,Item Response Scaling Laws: A Measurement Theory Approach to Generalizable Neural Performance Prediction,Reject,Reject,4.50,2,6,4,6,,
O3Fx4d0nYH,Interactive Brain-Tumor Analysis with Model Agnostic Hybrid Augmentation,Withdrawn (treated as Reject),Reject,2.50,2,0,4,4,,
p2NouxPQMC,AI Der Ring:The Forging of the Future A Wagnerian Gesamtkunstwerk Reimagined through Multi-agent System,Reject,Reject,0.80,2,0,0,0,2,
YAYhkZYRNY,My Answer Is NOT 'Fair': Mitigating Gender and Race Bias in Vision-Language Models via Fair and Biased Residuals,Reject,Reject,0.67,0,0,2,,,
Y7IZlDttMM,CoRA: Covariate-Aware Adaptation of Time Series Foundation Models,Reject,Reject,4.50,2,4,8,4,,
gqCh1k0CEX,StochasTok: Improving Fine-Grained Subword Understanding in LLMs,Accept (Poster),Accept,7.00,8,6,6,8,,
HaQCWrbP5Z,Leave one Expert Out: Robust Uncertainty Quantification via Intrinsic Cross-Validation,Reject,Reject,3.00,2,2,6,2,,
IobTEbQ3vt,Bringing Stability to Diffusion: Decomposing and Reducing Variance of Training Masked Diffusion Models,Accept (Poster),Accept,6.00,8,6,4,6,,
qioDi3afqm,EMAC+: Embodied Multimodal Agent for Collaborative Planning with VLM+LLM,Withdrawn (treated as Reject),Reject,0.00,0,0,0,0,,
M4He5YzG44,A Lightweight Explainable Guardrail for Prompt Safety,Withdrawn (treated as Reject),Reject,3.33,2,6,2,,,
gDxJK8yvZU,Minimax-Optimal Aggregation for Density Ratio Estimation,Accept (Poster),Accept,7.50,8,8,6,8,,
xc6uGzNNVe,Principal Spectral Regularization Makes Momentum Surpass Adam for LLM Training,Reject,Reject,3.20,4,2,4,4,2,
MQmrcX5jnk,Learning Boltzmann Generators via Constrained Mass Transport,Accept (Poster),Accept,6.00,6,8,8,6,2,
s633mMGHYZ,MPS: A Multi-Perspective Benchmark For Assessing Spurious Correlations in Text Classification,Reject,Reject,4.00,4,4,4,,,
PemDVHC2KO,TiEBe: Tracking Language Model Recall of Notable Worldwide Events Through Time,Reject,Reject,2.00,2,2,2,2,,
70n4clRSTj,Time Blindness: Why Video-Language Models Can’t See What Humans Can?,Withdrawn (treated as Reject),Reject,3.50,2,2,8,2,,
154r7u3LTJ,UMC: A Unified Approach for Resilient Control of Legged Robots Across Masked Malfunction Training,Withdrawn (treated as Reject),Reject,3.00,2,4,4,2,,
2BMCdwI0m1,From Ambiguous Feedback to Verifiable Repair via Formal Synthesis in Text-to-SQL,Reject,Reject,4.00,6,4,2,4,,
JhziZbaefH,Online Multimodal Learning with Human-in-the-Loop,Withdrawn (treated as Reject),Reject,2.50,2,2,4,2,,
BDNctVKwuD,Improving Feature Alignment in ConvNets using ContrastiveCAMs and Core-Focused Cross-Entropy,Reject,Reject,1.33,2,2,0,,,
QlRlE7a1p4,FullPart: Generating each 3D Part at Full Resolution,Accept (Poster),Accept,7.50,6,8,8,8,,
LHSea6DI8U,A General Spatio-Temporal Backbone with Scalable Contextual Pattern Bank for Urban Continual Forecasting,Accept (Poster),Accept,6.00,6,8,4,,,
fdjGPp1KPR,Neural Networks with Adaptive Activation Functions and their Application to the Solution of PDEs,Withdrawn (treated as Reject),Reject,1.33,2,2,0,,,
EZn2TmBBfF,From Curiosity to Caution: Mitigating Reward Hacking for Best-of-$N$ with Pessimism,Accept (Poster),Accept,6.00,4,8,8,4,6,
egPSakPG0e,Beyond Single Views: Achieving Significant Gains in Text Clustering via Informative Diversification,Withdrawn (treated as Reject),Reject,2.40,2,2,4,2,2,
1CmmxrAMBl,Uncertainty-Aware Brain Tumor Segmentation Using Attention Residual U-Net with Guided Decoder and Monte Carlo Dropout,Reject,Reject,1.33,2,0,2,,,
DUtS9K9HH6,Evolving Graph Structured Programs for Circuit Generation with Large Language Models,Accept (Poster),Accept,5.50,6,4,8,4,,
31N19VSZUM,Mitigating Over-Refusal in Adversarial Tuning via Subspace-guided Sample Selection,Reject,Reject,5.33,8,4,4,,,
Bf4FeuW0Mr,DemoGrasp: Universal Dexterous Grasping from a Single Demonstration,Accept (Poster),Accept,7.00,6,6,8,8,,
RlMCc0JTu4,MimicTouch:Tactile Affordance for Robot Synesthesia for Dexterous Manipulation,Reject,Reject,0.00,0,0,0,0,,
eu3PwSle8J,Enforcing Instruction Hierarchy via Augmented Intermediate Representations,Reject,Reject,4.67,6,4,4,,,
PkwJjGJ7aN,Graph-R1: Towards Agentic GraphRAG Framework via End-to-end Reinforcement Learning,Reject,Reject,5.00,6,4,6,4,,
nxMR2NGFik,LLM Unlearning Under the Microscope: A Full-Stack View on Methods and Metrics,Reject,Reject,3.50,2,4,4,4,,
A3DELRfrKO,Advancing LLM Safe Alignment with Safety Representation Ranking,Reject,Reject,2.00,2,2,2,2,,
0lW2UBiEWN,Mesa and Mask: A Benchmark for Detecting and Classifying Deceptive Behaviors in LLMs,Reject,Reject,4.50,4,6,4,4,,
cu6xWUNOzQ,Aligning the Brain with Language Models Through a Nonlinear and Multimodal Approach,Reject,Reject,6.67,10,4,6,,,
dBJpBmn5MH,Building Neural Networks that are Robust to Adversarial Examples Using Probabilistic Loss Function,Reject,Reject,1.00,2,2,0,0,,
VJAqqtVXfD,Solving the 2-norm k-hyperplane clustering problem via multi-norm formulations,Accept (Poster),Accept,5.33,8,4,4,,,
DAPcmFcqgd,MoEP: Compact and Efficient Sparsity with Modular Expert Paths,Reject,Reject,1.00,2,2,0,0,,
GMR9BUsPbq,BANZ-FS: BANZSL Fingerspelling Dataset,Accept (Poster),Accept,7.00,8,8,8,4,,
GzvdIo1QiP,An Afrocentric Perspective on Algorithm Watermarking of AI-generated Content,Reject,Reject,1.00,2,0,2,0,,
2hTLJEgCbv,When Encoders Should Stay Simple: An Empirical Analysis of Architectures for Variational Autoencoders,Reject,Reject,1.00,0,0,2,2,,
m2MeiYOJED,PRISM: Partial-label Relational Inference with Spatial and Spectral Cues,Accept (Poster),Accept,5.50,4,6,8,4,,
41am4lUMuo,Crime Prediction using Adaptive Quadtrees,Reject,Reject,2.00,2,4,0,2,,
FUp0KeEEBs,Towards Understanding Valuable Preference Data for Large Language Model Alignment,Accept (Poster),Accept,5.50,6,6,4,6,,
sSfep4udCb,To Infinity and Beyond: Tool-Use Unlocks Length Generalization in State Space Models,Accept (Oral),Accept,7.00,8,4,8,8,,
Dm6lP9YEsM,Pay-Per-Search Models Are Abstention Models,Reject,Reject,5.00,4,6,6,4,,
hY720JSxOG,"Reranker Helps, but Not Enough: Towards Strong Poisoning Attacks Against RAG",Reject,Reject,4.00,4,6,2,4,,
5qd7V5TNGV,CP4D: Compositional physics-aware 4D scene generation,Reject,Reject,5.00,4,6,2,8,,
0nvQ5kHXf4,Efficient Resource-Constrained Training of Transformers via Subspace Optimization,Accept (Oral),Accept,6.00,6,6,6,,,
BGEdvJ35PV,Diffuse and Steer: Corrective Sampling for Stable 3D Molecular Generation,Reject,Reject,3.33,4,2,4,,,
5Y3GYuRWsi,Alice: An Interpretable Neural Architecture for Generalization in Substitution Ciphers,Withdrawn (treated as Reject),Reject,2.50,4,2,2,2,,
EEr6cADbZx,Back to Square Roots: An Optimal Bound on the Matrix Factorization Error for Multi-Epoch Differentially Private SGD,Accept (Poster),Accept,7.50,8,6,6,10,,
mytIKuRsSE,Learning with Dual-level Noisy Correspondence for Multi-modal Entity Alignment,Accept (Oral),Accept,7.50,8,8,6,8,,
qclNnbjxNJ,Characterization and Learning of Causal Graphs with Latent Confounders and Post-treatment Selection from Interventional Data,Accept (Poster),Accept,7.50,8,8,8,6,,
abgW71sKIt,Rethinking Output Alignment for 1-bit Post-Training Quantization of Large Language Models,Withdrawn (treated as Reject),Reject,2.50,2,2,4,2,,
QuFw7fKQBp,SURE: Semantic Uncertainty Regularization for Test-Time Adaptation in Vision-Language Models,Reject,Reject,4.40,4,4,6,4,4,
Xn33bU71m4,LLMs as Reverse Engineers? Not Yet on Types and Names,Withdrawn (treated as Reject),Reject,1.33,2,2,0,,,
6RQsAQEUib,GHPO: Adaptive Guidance for Stable and Efficient LLM Reinforcement Learning,Withdrawn (treated as Reject),Reject,4.00,6,2,2,6,,
VXB4xxAgOf,Discrete Adjoint Matching,Accept (Poster),Accept,7.00,6,6,8,8,,
seyWxIzcAn,Stream-DiffVSR: Low-Latency Streamable Video Super-Resolution via Auto-Regressive Diffusion,Withdrawn (treated as Reject),Reject,3.33,2,4,4,,,
IfDYQbsWf4,Verifier-Constrained Flow Expansion for Discovery Beyond the Data,Accept (Poster),Accept,5.00,6,2,8,4,,
ulXBsAYSwU,"MolMiner: Towards Controllable, 3D-Aware, Fragment-Based Molecular Design",Withdrawn (treated as Reject),Reject,1.33,2,2,0,,,
O6n4dgTBBL,Stabilizing Gradient Descent via Second-Order Control-Theoretic Dynamics,Withdrawn (treated as Reject),Reject,0.67,0,0,2,,,
fD9YRHazW3,In-Context Watermarks for Large Language Models,Accept (Poster),Accept,5.50,2,8,6,6,,
kdAFb1lljm,Med-SegNet: A Hierarchical Architecture for Binary Medical Image Segmentation,Withdrawn (treated as Reject),Reject,1.33,0,2,2,,,
avdPTUXdPG,Dissecting Demystifying Region-Based Representations in MLLMs,Withdrawn (treated as Reject),Reject,3.00,2,2,4,4,,
e8b3fRYeDt,Reprogramming LLM Semantics: A Symbolic Attack Using Emoji-Based Context Mutation,Reject,Reject,0.67,0,2,0,,,
4NwUgJPRYH,What are Key Factors for Updates in RL for LLM Reasoning?,Reject,Reject,3.00,4,2,2,4,,
X62UhAvmi6,Budgeted Broadcast: An Activity-Dependent Pruning Rule for Neural Network Efficiency,Reject,Reject,5.00,4,4,6,6,,
5asbtzIVpS,Forest-Based Graph Learning for Semi-Supervised Node Classification,Accept (Poster),Accept,5.50,4,6,4,8,,
LqrWNdceum,EMBridge: Enhancing Gesture Generalization from EMG Signals Through Cross-modal Representation Learning,Accept (Poster),Accept,6.67,6,6,8,,,
7cMzTpbJHC,Temporal superposition and feature geometry of RNNs under memory demands,Accept (Oral),Accept,7.50,8,8,6,8,,
CfKi92bgnq,Reasoning in Space via Grounding in the World,Accept (Poster),Accept,6.00,6,4,6,8,,
klB3AvQZqJ,Constraint-Aware Reward Relabeling for Offline Safe Reinforcement Learning,Reject,Reject,3.50,4,2,4,4,,
EhDgP69DJG,PMark: Towards Robust and Distortion-free Semantic-level Watermarking with Channel Constraints,Accept (Poster),Accept,7.00,6,8,6,8,,
9JCknIXbDo,Graph Generation via Temporal-Aware Biased Walks,Withdrawn (treated as Reject),Reject,2.50,2,2,4,2,,
sWQe6bKsLW,"MediBench: A Benchmark for VAEs in Medical Imaging Across Fidelity, Structure, and Latent Utility",Reject,Reject,3.00,4,2,4,2,,
9tHzAuqDnh,Hybrid Quantum-Classical Policy Gradients for Multi-Agent Reinforcement Learning: A Principled Analysis of Expressivity and Trade-offs,Withdrawn (treated as Reject),Reject,1.00,2,2,0,0,,
zftquoHTgS,SmartSwitch: Advancing LLM Reasoning by Overcoming Underthinking via Promoting Deeper Thought Exploration,Reject,Reject,4.00,8,2,4,2,,
zWdJIhl4Bw,Projection-Domain Adaptation for 3D Transformers: From Perspective to Panoramic Scene Reconstruction,Reject,Reject,4.50,4,4,6,4,,
GMlZt4fZSY,MobileLLM-R1: Exploring the Limits of Sub-Billion Language Model Reasoners with Open Training Recipes,Accept (Poster),Accept,7.00,6,8,8,6,,
2tDLQuz0H6,GREPO: A Benchmark for Graph Neural Networks on Repository-Level Bug Localization,Reject,Reject,2.00,2,2,2,,,
KMtLgvt7mb,Multimodal Physical Adversarial Clothing Evades Visible-Thermal Detectors with Non-Overlapping RGB-T Pattern,Withdrawn (treated as Reject),Reject,3.50,4,4,4,2,,
NuYcnDYQuQ,Evil in the Pairing Assumption: Multimodal Attribution via Adaptive Information Bottleneck,Withdrawn (treated as Reject),Reject,3.00,2,4,2,4,,
CBMpogQeYg,VSSFlow: Unifying Video-conditioned Sound and Speech Generation via Joint Learning,Reject,Reject,4.00,6,4,2,4,,
248ysaRatx,Feedback-driven recurrent quantum neural network universality,Accept (Poster),Accept,8.00,6,8,8,10,,
OClG6Kns1j,Deciphering Cross-Modal Feature Interactions in Multimodal AIGC Models: A Mechanistic Interpretability Approach,Withdrawn (treated as Reject),Reject,0.67,0,0,2,,,
W4FAenIrQ2,RedSage: A Cybersecurity Generalist LLM,Accept (Poster),Accept,6.67,6,8,6,,,
0K4jNe8ik9,DGNet: Self-Supervised Delta2Gamma Multi-Band EEG Representation Learning for Dementia Classification,Withdrawn (treated as Reject),Reject,1.00,0,0,2,2,,
rajioNWfRs,TNT: Improving Chunkwise Training for Test-Time Memorization,Accept (Poster),Accept,6.67,6,8,6,,,
twq5A3zdrH,Context-aware Heterogeneous Graph-driven Multimodal Representation Learning for Emotion Recognition,Reject,Reject,2.00,2,2,2,2,,
yDmb7xAfeb,World-In-World: World Models in a Closed-Loop World,Accept (Oral),Accept,7.00,8,8,6,6,,
2dJgFSJKbK,MedResearcher-R1: Expert-Level Medical Deep Researcher via A Knowledge-Informed Trajectory Synthesis Framework,Withdrawn (treated as Reject),Reject,4.00,4,6,2,4,,
Ml8t8kQMUP,Exploratory Causal Inference in SAEnce,Accept (Oral),Accept,7.00,8,8,8,4,,
VAv1rrPR1A,Mechanism of Task-oriented Information Removal in In-context Learning,Accept (Poster),Accept,7.50,4,10,10,6,,
lbLAgGF8OO,An Improved Model-free Decision-estimation Coefficient with Applications in Adversarial MDPs,Accept (Poster),Accept,7.50,8,6,8,8,,
FA5gun3gmm,Omni TM-AE: A Scalable and Interpretable Embedding Model Using the Full Tsetlin Machine State Space,Withdrawn (treated as Reject),Reject,1.33,2,0,2,,,
Mf5AleTUVK,In-the-Flow Agentic System Optimization for Effective Planning and Tool Use,Accept (Oral),Accept,7.33,6,8,8,,,
RDAhLHEHDm,Lost in Tokenization: Context as the Key to Unlocking Biomolecular Understanding in Scientific LLMs,Accept (Poster),Accept,6.50,8,6,6,6,,
QNHjSRO8xE,Distributional Monte-Carlo Tree Search with Thompson Sampling in Stochastic Environments,Reject,Reject,3.00,0,4,6,2,,
QDmoLEJifR,Behavioral Embeddings of Programs: A Quasi-Dynamic Approach for Optimization Prediction,Accept (Poster),Accept,4.67,4,6,4,,,
SoOgBHa3dZ,DISCO: Diversifying Sample Condensation for Efficient Model Evaluation,Accept (Poster),Accept,6.67,6,6,8,,,
q0UEl3xAIZ,Goal-oriented state reduction of unknown game dynamics to produce effective strategies,Reject,Reject,1.33,0,2,2,,,
zLAZhVIYpT,Towards Universal Neural Inference,Withdrawn (treated as Reject),Reject,2.50,2,2,2,4,,
e95povsLp5,Learning to Reason Across Parallel Samples for LLM Reasoning,Reject,Reject,3.00,0,4,2,6,,
uQzPkWvTyo,CauSciBench: A Comprehensive Benchmark on End-to-End Causal Inference for Scientific Research,Reject,Reject,5.00,4,2,8,6,,
bwtiK0yjuK,Change Point Localization and Inference in Dynamic Multilayer Networks,Accept (Poster),Accept,5.33,4,6,6,,,
8NXCwNjFNR,Presenting a Paper is an Art: Self-Improvement Aesthetic Agents for Academic Presentations,Accept (Poster),Accept,5.33,8,2,6,,,
4i66VARUHD,Surpassing Cosine Similarity  for Multidimensional Comparisons:  Dimension Insensitive Euclidean Metric,Withdrawn (treated as Reject),Reject,2.00,2,0,4,2,,
s9V8x1kAra,Robust Safety Guarantee for Large Language Models via Preference-Augmented Distributional Alignment,Reject,Reject,2.50,0,4,4,2,,
21dxwzKCPO,SELU: Energy-based Targeted Unlearning in LLMs,Reject,Reject,2.50,2,4,2,2,,
KmMEQOtXAy,Metric $k$-clustering using only Weak Comparison Oracles,Accept (Poster),Accept,7.20,6,8,8,8,6,
hRY0ytSnM0,Energy-Efficient Random Variate Generation via Compressed Lookup Tables,Accept (Poster),Accept,7.00,8,6,6,8,,
0JLUFJMo5p,Dynamic Task-Embedded Reward Machines for \\ Adaptive Code Generation and Manipulation \\ in Reinforcement Learning,Reject,Reject,1.00,0,2,0,2,,
liDUSnwUVP,HG-DCM: History Guided Deep Compartmental Model for Early Stage Pandemic Forecasting,Reject,Reject,0.00,0,0,0,,,
bFYfV6c9zu,Differentiable Model Predictive Control on the GPU,Accept (Oral),Accept,7.33,8,8,6,,,
yACLq4HoKi,Forecasting Diabetic Complications from Brazilian Billing Codes with Time-Aware Attention,Reject,Reject,1.33,0,2,2,,,
nCsF3Bsn2n,Probabilistic Kernel Function for Fast Angle Testing,Accept (Oral),Accept,8.00,8,8,8,8,,
CPxZClPMiy,Aria: an Agent for Retrieval and Iterative Auto-Formalization via Dependency Graph,Accept (Poster),Accept,5.33,6,6,4,4,4,8
ARHCFvgx6G,VideoZoomer: Reinforcement-Learned Temporal Focusing for Long Video Reasoning,Accept (Poster),Accept,5.50,6,4,4,8,,
bkhsrCOZTu,Riemannian Geometry: Speech Detection from MEG Brain Signals Towards Non-Invasive BCI,Withdrawn (treated as Reject),Reject,0.50,2,0,0,0,,
YPZ9Z6lm4y,MedFuse: Multiplicative Embedding Fusion for Irregular Clinical Time Series,Withdrawn (treated as Reject),Reject,1.33,2,0,2,,,
KyC7rqAcc4,No LLM Solved Yu Tsumura's 554th Problem,Withdrawn (treated as Reject),Reject,1.00,2,0,0,2,,
RDerF20JYT,La-Proteina: Atomistic Protein Generation via Partially Latent Flow Matching,Accept (Poster),Accept,8.00,6,8,8,10,,
tZ8cgf8X4T,Safetylock: Guarding LLM againt FuneTuning Risks with Efficient Inference-time Addon,Withdrawn (treated as Reject),Reject,3.00,4,4,2,2,,
IFCUMN8Fp1,Towards Learning POMDPs Without Full Observability,Reject,Reject,4.50,4,6,2,6,,
no8Ooy0vaH,A3 : an Analytical Low-Rank Approximation Framework for Attention,Reject,Reject,4.50,2,4,6,6,,
blFpxJ3A08,LPFQA: A Long-Tail Professional Forum-based Benchmark for LLMs' Evaluation,Withdrawn (treated as Reject),Reject,1.00,2,2,0,0,,
1PIfB5w05x,Price of Quality: Sufficient Conditions for Sparse Recovery using Mixed-Quality Data,Accept (Poster),Accept,7.50,8,8,8,6,,
VKGTGGcwl6,LLMs Get Lost In Multi-Turn Conversation,Accept (Oral),Accept,8.00,6,10,8,8,,
EbSkBZQF9g,Mechanistic Interpretability analysis of a single-layer transformer on 0-1 knapsack,Reject,Reject,0.50,0,0,2,0,,
wCBNxp1qWe,Online Fitting Connectome-constrained Drosophila Whole-brain Model Reproduces Critical Resting-state Dynamics,Reject,Reject,2.00,2,2,2,2,,
oFRbiaib5Q,Automatic Image-Level Morphological Trait Annotation for Organismal Images,Accept (Poster),Accept,6.67,6,8,6,,,
TADsPhlp32,Structural Semantic Features for Improved AI-Generated Fake Image Detection,Withdrawn (treated as Reject),Reject,2.50,2,2,2,4,,
OlidGx8oKr,Incentive-Aligned Multi-Source LLM Summaries,Accept (Poster),Accept,4.67,4,4,6,,,
u1lUbEDQsU,SORA: Free Second Order Attacks in Fast Adversarial Training,Reject,Reject,3.50,4,4,2,4,,
1fALdE637I,Constrained Diffusion Policy Optimization for Offline Reinforcement Learning,Withdrawn (treated as Reject),Reject,4.00,4,2,8,2,,
5iaeagjfjK,One-Step Flow for Image Super-Resolution with Tunable Fidelity-Realism Trade-offs,Accept (Poster),Accept,5.20,6,4,4,8,4,
zCe1Vh844h,Generalized Fisher-Weighted SVD: Scalable Kronecker-Factored Fisher Approximation for Compressing Large Language Models.,Reject,Reject,3.00,4,2,2,4,,
QN0PplUVdt,LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems,Withdrawn (treated as Reject),Reject,0.67,2,0,0,,,
wVGfJxM2Nz,Structure-Preserving Machine Learning of Dynamical Systems: A Case for Smaller Models,Reject,Reject,2.00,2,2,2,2,,
bBIVrNmy1e,Data-Free Transformer Quantization Using Parameter-Space Symmetry,Withdrawn (treated as Reject),Reject,2.50,4,2,2,2,,
Z14gV0qz5r,Quantization-Enhanced HNSW for Scalable Approximate Vector Search,Reject,Reject,0.67,0,0,2,,,
c5Cpl6Mqnz,CIRCA: Causal Interpretable Readability for Chinese Assessment,Reject,Reject,3.33,2,4,4,,,
49vuDYftSb,Temporal Score Rescaling for Temperature Sampling in Diffusion and Flow Models,Reject,Reject,4.00,2,4,6,4,,
J2gI585XDK,Learnability and Privacy Vulnerability are Entangled in a Few Critical Weights,Accept (Poster),Accept,5.20,2,6,8,4,6,
zrFnwRHuQo,On The Surprising Effectiveness of a Single Global Merging in Decentralized Learning,Accept (Oral),Accept,7.50,8,8,6,8,,
4Mvdn1m861,TokenCount: A Training-Free Framework for Object Counting by Interpreting Output Tokens,Reject,Reject,3.50,2,4,4,4,,
9J1wikUlHY,Beyond BFI: The CSI for Enhanced Reliability and Validity in Evaluating LLM Personality Traits,Reject,Reject,2.00,2,2,2,,,
ecbEfXdqrV,Why Is the Counterintuitive Phenomenon of Likelihood Rare in Tabular Anomaly Detection with Deep Generative Models?,Reject,Reject,3.00,2,4,4,2,,
Y4cCe3aB0N,Benchmarking Multimodal LLMs on Recognition and Understanding over Chemical Tables,Reject,Reject,4.50,4,4,6,4,,
zQqeMZEveG,From Past To Path: Masked History Learning for Next-Item Prediction in Generative Recommendation,Withdrawn (treated as Reject),Reject,3.00,4,4,2,2,,
xbyebbS1ZF,Online Algorithm Configuration for MILP Re-Optimization with LLM Guidance,Reject,Reject,2.00,2,2,2,2,,
zUbBaWAM1Q,Symmetry-Aware Bayesian Optimization via Max Kernels,Accept (Poster),Accept,7.33,8,8,6,,,
ojpZXQgS2i,Layered Contextual Alignment: Multi-Agent Coordination for Web Automation Through Hierarchical Preference Learning,Withdrawn (treated as Reject),Reject,0.67,2,0,0,,,
PWChrnrw7Z,SHE-LoRA: Selective Homomorphic Encryption for Federated Tuning with Heterogeneous LoRA,Accept (Poster),Accept,5.00,4,4,6,6,,
QOPlh31RTZ,A Constrained Bi-level Optimization Framework for Constrained Reinforcement Learning from Human Feedback,Reject,Reject,3.50,4,4,4,2,,
5Bl5qf3fON,Bures-Wasserstein Flow Matching for Graph Generation,Accept (Poster),Accept,7.00,8,6,6,8,,
O75R5yyw4R,Effective Test-Time Scaling of Discrete Diffusion through Iterative Refinement,Reject,Reject,4.67,4,4,6,,,
yR5QX5cTEy,Efficient AllReduce with Stragglers,Reject,Reject,5.00,4,6,8,2,,
EA80Zib9UI,SAFETY-GUIDED FLOW (SGF): A UNIFIED FRAMEWORK FOR NEGATIVE GUIDANCE IN SAFE GENERATION,Accept (Oral),Accept,6.50,10,4,6,6,,
lrCVJmOgAP,Mitigating Deceptive Alignment via Self-Monitoring,Reject,Reject,2.67,4,2,2,,,
zqA7Q9Q21L,R2PS: Worst-Case Robust Real-Time Pursuit Strategies under Partial Observability,Accept (Poster),Accept,5.60,8,4,4,8,4,
DM0Y0oL33T,Generative Universal Verifier as Multimodal Meta-Reasoner,Accept (Oral),Accept,8.00,8,8,8,,,
c0QRZMKwSb,NOVA3R: Non-pixel-aligned Visual Transformer for Amodal 3D Reconstruction,Accept (Poster),Accept,5.50,6,6,2,8,,
QYtmqCoilk,Rethinking the Gold Standard: Why Discrete Curvature Fails to Fully Capture Over-squashing in GNNs?,Accept (Poster),Accept,6.80,6,4,10,8,6,
Xpj0yeMhpz,Decoupling the Class Label and the Target Concept in Machine Unlearning,Accept (Poster),Accept,7.00,4,6,8,10,,
YkLA6exfqW,Are Color Trained Models Robust in Handling Binary Images: A Fingerprint Recognition Study,Withdrawn (treated as Reject),Reject,1.00,0,2,2,0,,
tc2UsBeODW,VLM4VLA: Revisiting Vision-Language-Models in Vision-Language-Action Models,Accept (Poster),Accept,7.00,6,8,8,6,,
lTaPtGiUUc,Latent Particle World Models: Self-supervised Object-centric Stochastic Dynamics Modeling,Accept (Oral),Accept,7.33,6,8,8,,,
ArU2CeB7Tm,UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models,Accept (Poster),Accept,5.50,6,4,6,6,,
9vo3J4LwoT,SubDyve: Subgraph-Driven Dynamic Propagation for Virtual Screening Enhancement Controlling False Positive,Accept (Poster),Accept,5.50,8,6,4,4,,
tlYSbw5GXY,Closing the Safety Gap: Surgical Concept Erasure in Visual Autoregressive Models,Accept (Poster),Accept,5.20,6,2,6,6,6,
xs0bAh1e3M,DualRes: A Resampling-Based Framework for Enhancing Probabilistic Forecasting,Withdrawn (treated as Reject),Reject,2.50,2,4,2,2,,
QBGVlffCzf,Multi-Agent Reinforcement Learning for Heterogeneous Large-Scale Blotto Games,Reject,Reject,2.00,2,4,0,2,,
2wSORykWAc,Prioritizing Faithfulness: Efficient Zero-Shot Novel View Synthesis with Adaptive Latent Modulation,Reject,Reject,5.50,4,8,6,4,,
yfLpRFuMwK,Non-Replacement Function Space Sampling for Bayesian Optimization,Reject,Reject,3.33,2,4,4,,,
ktXW9g2i8r,Directional Ensemble Aggregation for Actor-Critics,Withdrawn (treated as Reject),Reject,3.00,4,4,2,2,,
Gp9lGS9GfY,"Grasp Any Region: Towards Precise, Contextual Pixel Understanding for Multimodal LLMs",Accept (Poster),Accept,5.00,4,6,4,6,,
vF6nYMH8Zx,VENIS: Vision-centric Enhancement via Noise-Injection and Self-distillation for Multimodal Instruction Tuning,Withdrawn (treated as Reject),Reject,2.50,2,2,2,4,,
AlcHdWZZoF,Training Dynamics of Parametric and In-Context Knowledge Utilization in Language Models,Withdrawn (treated as Reject),Reject,3.33,4,4,2,,,
mh5388TZJ4,ASO-LoRA: Attribution Scores-based Soft Orthogonality Low-Rank Adaptation for Large Language Model Continual Learning,Withdrawn (treated as Reject),Reject,2.50,2,2,4,2,,
ksCYO3GRUY,MetaOCDN: A Cognition-Inspired Meta Optimized Complementary Dual Networks for Online Continual Concept Drift Adaptation,Withdrawn (treated as Reject),Reject,5.00,6,2,8,4,,
ZF0xRAdsuY,Bound by semanticity: universal laws governing the generalization-identification tradeoff,Accept (Poster),Accept,7.50,10,8,6,6,,
4nMPx7BHIg,Learning Based on Neurovectors for Tabular Data: A New Neural Network Approach,Reject,Reject,1.50,2,0,2,2,,
Z6fMBQ86XU,4D Mind Reading,Reject,Reject,2.00,2,2,2,2,,
r5Ii1GTEWj,Motion-R1: Latent-Intent Motion Generation with Physical Consistency,Reject,Reject,2.00,2,2,2,2,,
fCOhlCTeM3,B-XAIC Dataset: Benchmarking Explainable AI for Graph Neural Networks Using Chemical Data,Reject,Reject,3.00,2,2,2,6,,
ZNAY3ivd62,GUI-Spotlight: Adaptive Iterative Focus Refinement for Enhanced GUI Visual Grounding,Reject,Reject,4.00,2,4,6,4,,
Y9TgNFsNyP,FF-Erase : Machine Unlearning and Verification for Forward-Forward Models,Reject,Reject,5.50,6,4,4,8,,
feAIaj8U6t,Real Deep Research from Foundation Model to Robotics,Reject,Reject,2.50,2,4,2,2,,
ngOOlatCK6,The Minimal Search Space for Conditional Causal Bandits,Reject,Reject,5.33,6,6,4,,,
xFo13SaHQm,WithAnyone: Toward Controllable and ID Consistent Image Generation,Accept (Poster),Accept,6.50,6,6,6,8,,
W42oLSwI9p,One-Step Diffusion Solver for Non-binary Integer Linear Programming,Reject,Reject,5.00,4,4,6,6,,
ZMzha5gbnF,Toward Safer Diffusion Language Models: Discovery and Mitigation of Priming Vulnerability,Accept (Poster),Accept,7.00,6,6,8,8,,
bm3rbtEMFj,ELMUR: External Layer Memory with Update/Rewrite for Long-Horizon RL Problems,Accept (Poster),Accept,5.00,6,6,4,4,,
khHNHzRjMy,EmoSign: A Multimodal Dataset for Understanding Emotions in American Sign Language,Reject,Reject,3.00,6,2,2,2,,
oh9ChF7Pv0,EGG-SR: Embedding Symbolic Equivalence into Symbolic Regression via Equality Graph,Accept (Poster),Accept,4.67,6,6,2,,,
31CznLfRIS,VideoJudge: Bootstrapping Enables Scalable Supervision of MLLM-as-a-Judge for Video Understanding,Accept (Poster),Accept,4.50,4,4,6,4,,
qSak1Hjfdq,All-day Multi-scenes Lifelong Vision-and-Language Navigation with Tucker Adaptation,Accept (Poster),Accept,5.00,4,6,4,6,,
GRufFX1gAy,InnoGym: Benchmarking the Innovation Potential of AI Agents,Accept (Poster),Accept,4.50,4,4,6,4,,
wUzBBsrdB1,Sparse but Wrong: Incorrect L0 Leads to Incorrect Features in Sparse Autoencoders,Reject,Reject,5.00,8,4,6,2,,
wgGJE6Z1B3,Flatter Tokens are More Valuable for Speculative Draft Model Training,Accept (Poster),Accept,5.50,8,6,4,4,,
piylyBPSau,GenCoGS: Generative Completion-based 3D Gaussian Splatting for High-Fidelity Few-Shot Novel View Synthesis,Reject,Reject,4.00,2,4,4,6,,
cEXEmyW77N,"Structurally Human, Semantically Biased: Detecting LLM-Generated References with Embeddings and GNNs",Accept (Poster),Accept,5.00,4,6,6,4,,
aiM6bRd6bG,PPI Candidate Ranking: Large-Scale Evaluation of a Domain Knowledge–Guided Pipeline,Reject,Reject,4.00,4,2,6,4,,
7L7kmHHfgf,PIRN: Prototypical-based Intra-modal Reconstruction with Normality Communication for Multi-modal Anomaly Detection.,Accept (Poster),Accept,5.50,4,6,6,6,,
x6bG2Hoqdf,CALM: Co-evolution of Algorithms and Language Model for Automatic Heuristic Design,Accept (Poster),Accept,5.50,8,2,8,4,,
1EdAn5gMVv,SpatialBoost: Enhancing Visual Representation through Language-Guided Reasoning,Reject,Reject,5.00,6,8,2,4,,
eETr3lrOQB,VQ-Transplant: Efficient VQ-Module Integration for Pre-trained Visual Tokenizers,Accept (Poster),Accept,4.50,4,8,2,4,,
32mrjmaeMP,Dataless Weight Disentanglement in Task Arithmetic via Kronecker-Factored Approximate Curvature,Accept (Poster),Accept,4.50,6,6,4,2,,
GiaF5cFIpI,Adaptive stimulation & response modeling of latent neural dynamics,Reject,Reject,3.50,6,2,4,2,,
c2ozZYoZFd,A $\texttt{Min-p}$ Blueprint for More Rigorous Science in Empirical Machine Learning Research,Reject,Reject,2.67,2,4,2,,,
DZUehXNiBn,Efficient Causal Structure Learning via Modular Subgraph Integration,Withdrawn (treated as Reject),Reject,4.00,4,2,4,6,,
VgVeQpagf7,High Performance Differentially Private Fine-Tuning using Dataset Distillation,Reject,Reject,4.67,4,4,6,,,
zKQSyT7a7n,Visuo-Tactile World Models,Reject,Reject,6.00,6,8,4,6,,
iaoAKDRAJQ,A Tale of Two Geometries: Adaptive Optimizers and Non-Euclidean Descent,Accept (Poster),Accept,6.00,8,4,6,6,,
GMP1S4R6Ke,LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing,Accept (Poster),Accept,5.33,4,6,6,,,
PFhrOUJZ5o,LAION-Comp: Unlocking Controllable and Compositional Generation with Structural Annotations,Reject,Reject,5.00,4,4,6,6,,
Vit5M0G5Gb,Saddle-to-Saddle Dynamics Explains A Simplicity Bias Across Neural Network Architectures,Accept (Poster),Accept,6.00,8,6,4,6,6,
j3htU5i01r,Compositional meta-learning through probabilistic task inference,Reject,Reject,4.00,2,2,8,4,,
cZFgsLq8Gs,DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively,Accept (Poster),Accept,4.00,4,6,4,2,,
Pa6ak2B9jJ,Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models,Accept (Poster),Accept,5.33,6,6,4,,,
oiz0QHejVj,CLIP-Map: Structured Matrix Mapping for Parameter-Efficient CLIP Compression,Reject,Reject,4.50,4,6,4,4,,
ppXAVexrAM,ARSS: Taming Decoder-only Autoregressive Visual Generation for View Synthesis From Single View,Reject,Reject,4.00,4,4,6,2,,
Ksvv8x00eo,CaTS-Bench: Can Language Models Describe Numeric Time Series?,Withdrawn (treated as Reject),Reject,3.50,6,2,4,2,,
pNpnqsn0Si,Thoughtbubbles: an Unsupervised Method for Parallel Thinking in Latent Space,Reject,Reject,3.00,4,2,4,2,,
NFB4QGGS65,The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm,Accept (Poster),Accept,6.50,8,8,4,6,,
OuMNJoKJBQ,Alignment-Weighted DPO:  A principled reasoning approach to improve safety alignment,Accept (Poster),Accept,4.50,4,4,6,4,,
XKLPlnfZzM,Learning to Deaggregate: Large-scale Trajectory Generation with Spatial Priors,Reject,Reject,3.50,6,4,2,2,,
vGkXf8nvt9,Forget-to-Focus: Can unlearning Improve Domain Specialization in LLMs?,Reject,Reject,4.67,4,6,4,,,
CQ0U1wZYoy,Seeing Through the PRISM: Compound & Controllable Restoration of Scientific Images,Accept (Poster),Accept,4.00,2,4,4,4,6,
41JeFWdVFa,LDP: A Lightweight Denoising Plugin Enhancing Generalization in Single-Image Super-Resolution,Reject,Reject,4.67,6,6,2,,,
mDuTDAK6KU,KoALA: KL–L0 Adversarial Detector via Label Agreement,Withdrawn (treated as Reject),Reject,4.00,2,8,2,4,,
L2rfd2Czbj,wd1:  Weighted Policy Optimization for Reasoning in Diffusion Language Models,Accept (Poster),Accept,6.67,6,6,8,,,
rI2Fa13fUL,Offline Reinforcement Learning with Generative Trajectory Policies,Reject,Reject,5.00,6,6,4,4,,
2EQPpEZtEK,DiSTAR: Diffusion over a Scalable Token Autoregressive Representation for Speech Generation,Reject,Reject,3.33,2,4,4,,,
U6ROetm5nW,Faster Kernel Density Estimation via Hashing Based Time–Space Tradeoffs,Withdrawn (treated as Reject),Reject,4.50,8,6,2,2,,
Mz98kwANpF,"Align, Don’t Divide: Revisiting the LoRA Architecture in Multi-Task Learning",Reject,Reject,4.50,4,4,4,6,,
ey7CXUBn1g,AdaSVD: Adaptive Singular Value Decomposition for Large Language Models,Withdrawn (treated as Reject),Reject,3.00,2,2,4,4,,
sJxBWDc8SM,Revisiting Associative Recall in Modern Recurrent Models,Reject,Reject,3.50,2,2,4,6,,
v05SW2X3IC,Lossy Common Information in a Learnable Gray-Wyner Network,Accept (Poster),Accept,5.33,6,6,4,,,
bH5M0ts8Y6,VINCIE: Unlocking In-context Image Editing from Video,Accept (Poster),Accept,5.00,4,8,4,4,,
USyGD0eUod,Automated Interpretability Metrics Do Not Distinguish Trained and Random Transformers,Accept (Poster),Accept,6.00,6,8,4,,,
rBj2iVyrhh,Classifier-Constrained Alternating Training: Mitigating Modality Imbalance in Multimodal Learning,Reject,Reject,2.00,2,2,2,2,,
ahpO7S1Ppi,Pctx: Tokenizing Personalized Context for Generative Recommendation,Reject,Reject,3.50,2,4,4,4,,
opU91paIvZ,A Principled Approach to Chain-of-Thought Monitorability in Reasoning Models,Withdrawn (treated as Reject),Reject,3.33,6,2,2,,,
KsWRLyIAKP,A Temporal Graph Learning Framework for Lead-Lag Detection in Financial Markets,Withdrawn (treated as Reject),Reject,3.20,4,2,2,4,4,
Vgm77U4ojX,SigmaDock: Untwisting Molecular Docking with Fragment-Based SE(3) Diffusion,Accept (Poster),Accept,6.00,6,8,6,4,6,
D5PJX02Jki,Beyond Real: Imaginary Extension of Rotary Position Embeddings for Long-Context LLMs,Accept (Poster),Accept,6.00,8,6,4,6,,
Me0n0iESJY,OptMerge: Unifying Multimodal LLM Capabilities and Modalities via Model Merging,Accept (Poster),Accept,6.00,4,8,8,4,,
iIEEgI6WsF,Revisiting Parameter Server in LLM Post-Training,Accept (Poster),Accept,5.50,6,2,8,6,,
M14YpuTejd,Understanding the Task and Data Misconceptions in Online Map Based Motion Prediction for Autonomous Driving and a Boundary-Free Baseline,Withdrawn (treated as Reject),Reject,4.00,6,2,4,,,
NfO2Lt2WY7,Are complicated loss functions necessary for teaching LLMs to reason?,Reject,Reject,2.00,6,0,0,2,,
dCtkwjkK0E,Active Learning for Flow Matching Model in Shape Design: A Perspective from Continuous Condition Dataset,Reject,Reject,2.00,2,2,2,2,,
X2yzXtH4wp,Ambig-SWE: Interactive Agents to Overcome Underspecificity in Software Engineering,Accept (Poster),Accept,5.33,6,6,4,,,
s7oURFZTQD,Why Multi-Grade Deep Learning Outperforms Single-Grade: Theory and Practice,Reject,Reject,3.00,2,2,4,4,,
hQZQVLJrH9,A Unified First‑Order Framework for Activation Steering and Data Influence,Withdrawn (treated as Reject),Reject,4.50,4,2,6,6,,
4Ha2srdhPN,GRAID: Enhancing Spatial Reasoning of VLMs through High-Fidelity Data Generation,Reject,Reject,4.50,2,8,2,6,,
ZNAY3ivd62,GUI-Spotlight: Adaptive Iterative Focus Refinement for Enhanced GUI Visual Grounding,Reject,Reject,4.00,2,4,6,4,,
iDki7djO2K,Forgetting is Everywhere,Reject,Reject,4.00,4,4,4,4,,
C6WWMryELL,On Stable Long-Form Generation: Benchmarking and Mitigating Length Volatility,Reject,Reject,5.50,6,4,6,6,,
Kw2mvnzCoc,TSPulse: Tiny Pre-Trained Models with Disentangled Representations for Rapid Time-Series Analysis,Accept (Poster),Accept,4.50,6,6,4,2,,
WhO6Km5Rku,QubitCache: Quantum-Inspired Probabilistic Attention Preservation for KV-Cache Compression,Withdrawn (treated as Reject),Reject,4.00,4,4,2,6,,
1j0ormf8uI,Conformalized Survival Counterfactuals Prediction for General Right-Censored Data,Accept (Poster),Accept,5.20,8,4,6,6,2,
c7OsKOOZo8,Expert-Guided Cross-View Fusion with Self-Derived Lesion Proposals for Multi-View Diabetic Retinopathy Grading,Withdrawn (treated as Reject),Reject,4.50,6,4,4,4,,
QryPmx2MNh,Chain of Thought in Order: Discovering Learning-Friendly Orders for Arithmetic,Withdrawn (treated as Reject),Reject,3.50,4,4,2,4,,
tswBfpkwHn,Can Mamba Learn In Context with Outliers? A Theoretical Generalization Analysis,Reject,Reject,5.00,6,4,6,4,,
b6qQmQ2F13,Not All Bits Are Equal: Scale-Dependent Memory Optimization Strategies for Reasoning Models,Accept (Poster),Accept,5.00,2,6,6,6,,
wSbVv6xaRr,Communication-Efficient and Private Federated Learning via Projected Directional Derivative,Withdrawn (treated as Reject),Reject,4.00,4,4,4,,,
RpDJz00zNh,ConciseHint: Boosting Efficient Reasoning via Continuous Concise Hints during Generation,Reject,Reject,4.50,4,6,4,4,,
IdJakw2jta,Towards Long-Form Spatio-Temporal Video Grounding,Withdrawn (treated as Reject),Reject,4.50,4,6,4,4,,
WwDNiisZQm,Content-Aware Mamba for Learned Image Compression,Accept (Poster),Accept,4.00,6,2,4,4,,
sh1hWO9RHo,WHAT IS YOUR AGENT’S GPA? A FRAMEWORK FOR EVALUATING AGENT GOAL-PLAN-ACTION ALIGNMENT,Reject,Reject,4.50,4,4,6,4,,
d2pUyiXwcm,Physics-Informed Inference Time Scaling for Solving High-Dimensional Partial Differential Equations,Accept (Poster),Accept,4.50,4,2,8,4,,
0cbUKCyBsH,Influence-Aware Forecasting: Breaking the Self-Stimulation Barrier in Time Series,Reject,Reject,3.50,4,2,4,4,,
Rt9SeEAMWv,"Stability, Complexity and Data-Dependent Worst-Case Generalization Bounds",Reject,Reject,4.80,6,4,2,6,6,
crKJJ4Ej60,Copy-Paste to Mitigate Large Language Model Hallucinations,Accept (Poster),Accept,5.33,4,6,6,,,
7yvz93kBw9,D$^2$GS: Depth-and-Density Guided Gaussian Splatting for Stable and Accurate Sparse-View Reconstruction,Accept (Poster),Accept,6.00,6,6,6,,,
JEN4nsDgh9,"Do I look like a ""cat.n.01"" to you? A Taxonomy Image Generation Benchmark",Reject,Reject,3.50,4,4,2,4,,
CTEXdHB1BB,Conditional Advantage Estimation for Reinforcement Learning in Large Reasoning Models,Accept (Poster),Accept,5.00,6,4,2,8,,
kMfVTka2WB,An Algorithm to perform Covariance-Adjusted Support Vector Classification in Non-Euclidean Spaces,Reject,Reject,2.00,2,2,2,2,,
XIAta0WOJ6,Faster Gradient Methods for Highly-smooth Stochastic Bilevel Optimization,Accept (Poster),Accept,6.00,8,6,6,4,,
khBHJz2wcV,Physics-Constrained Fine-Tuning of Flow-Matching Models for Generation and Inverse Problems,Accept (Poster),Accept,3.00,0,2,6,4,,
ZBhZT307xx,From Accuracy to Robustness: A Study of Rule- and Model-based Verifiers in Mathematical Reasoning,Withdrawn (treated as Reject),Reject,3.00,4,2,4,2,,
1E4Bltg6Xb,Learning Dynamics Feature Representation via Policy Attention for Dynamic Path Planning in Urban Road Networks,Accept (Poster),Accept,4.67,6,6,2,,,
3icvqeC1sA,ChaosNexus: A Foundation Model for Universal Chaotic System Forecasting with Multi-scale Representations,Reject,Reject,4.50,6,2,4,6,,
XX5EZoe4ec,RETRIEVALFORMER: TRANSFORMER-QUALITY RECOMMENDATIONS WITH EFFICIENT ANN RETRIEVAL AND COLD-START RESILIENCE,Reject,Reject,2.00,2,2,2,2,,
FlcMckO6x5,"Separable Neural Networks: Approximation Theory, NTK Regime, and Preconditioned Gradient Descent",Accept (Poster),Accept,6.00,6,8,4,6,,
Iq1fNZus2W,Patch-Wise and Keyword-Aware: Efficient Multi-Condition Control of Diffusion Transformers via Position-Aligned and Keyword-Scoped Attention,Withdrawn (treated as Reject),Reject,3.00,2,2,4,4,,
MwuSvrthXq,Reinforcement Learning for Heterogeneous DAG Scheduling with Weighted Cross-Attention,Reject,Reject,4.00,6,4,2,4,,
0kHbD6ad07,Language Models are Injective and Hence Invertible,Accept (Poster),Accept,5.00,4,4,6,6,,
0zKfU1rsXd,AQER: A Scalable and Efficient Data Loader for Digital Quantum Computers,Accept (Poster),Accept,5.00,4,4,6,6,,
1FCZ4f8dAY,"Tensor learning with orthogonal, Lorentz, and symplectic symmetries",Accept (Poster),Accept,7.00,10,4,8,6,,
20DsUSauCj,Persona Vectors: Monitoring and Controlling Character Traits in Language Models,Reject,Reject,3.33,2,4,4,,,
2cq8FyBfDk,ProteinVista: A compute-efficient atom-level 3D CNN that outperforms sequence transformers in protein–ligand prediction,Reject,Reject,3.20,2,0,4,4,6,
2uTxLC4LmC,Towards Safe Reasoning in Large Reasoning Models via Corrective Intervention,Accept (Poster),Accept,5.00,2,4,6,8,,
2za3iNkwXn,When Reasoning Meets Compression: Understanding the Effects of LLMs Compression on Large Reasoning Models,Accept (Poster),Accept,4.40,4,4,4,4,6,
36CzrZYEch,IRIS: Intrinsic Reward Image Synthesis,Reject,Reject,4.00,2,2,6,6,,
40sQXprYlm,Towards Distributed Neural Architectures,Reject,Reject,5.00,4,4,8,4,,
4iu9Lj0Ist,Machine Unlearning Meets Continuous Learning: A Theoretical Analysis,Reject,Reject,3.50,6,4,2,2,,
55GsILa8c9,CausalNovo: Advancing De Novo Peptide Sequencing via a Causality-Informed Framework,Reject,Reject,6.00,6,4,6,8,,
5DpzzTPnJZ,The Rank and Gradient Lost in Non-stationarity: Sample Weight Decay for Mitigating Plasticity Loss in Reinforcement Learning,Accept (Poster),Accept,5.00,6,4,4,6,,
65Ai8mLfjI,Rethinking Global Text Conditioning in Diffusion Transformers,Accept (Poster),Accept,5.50,4,8,6,4,,
6i1jVAYbHs,AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM,Accept (Poster),Accept,6.00,4,4,8,8,,
6rz7VyAatm,BadDet+: Robust Backdoor Attacks for Object Detection,Reject,Reject,3.50,0,6,2,6,,
6vX0LH9Yt7,Hybrid Neural-MPM for Interactive Fluid Simulations in Real-Time,Reject,Reject,3.00,4,4,2,2,,
7gLNA6nT5d,N-Gram Induction Heads for In-Context RL: Improving Stability and Reducing Data Needs,Reject,Reject,3.20,2,4,6,2,2,
8J3GTeQmwl,Graphon Cross-Validation: Assessing Models on Network Data,Accept (Poster),Accept,5.50,4,8,4,6,,
8ZQ0HjBOEc,Understanding the role of depth in the neural tangent kernel for overparameterized neural networks.,Reject,Reject,4.00,2,4,4,6,,
9wIVIjWn0F,Regression-based Test-Time Adaptation of Vision-Language Models,Reject,Reject,5.50,8,2,6,6,,
AB3jM3iMaW,Self-Exploring Language Models for Explainable Link Forecasting on Temporal Graphs via Reinforcement Learning,Reject,Reject,5.00,8,2,4,6,,
AdfEHMueyc,Evolving Embodied Intelligence: Graph Neural Network–Driven Co-Design of Morphology and Control in Soft Robotics,Reject,Reject,1.50,0,2,4,0,,
BiXwSIIMIq,Taming Score-Based Denoisers in ADMM: A Convergent Plug-and-Play Framework,Accept (Poster),Accept,4.50,6,4,4,4,,
BzqkbJTsbq,DPG: Exploiting Data and Process Knowledge for Diffusion Guidance,Reject,Reject,3.50,4,2,4,4,,
CrCPeM5fRB,SDSC:A Structure-Aware Metric for Semantic Signal Representation Learning,Reject,Reject,3.50,4,2,4,4,,
FDlvVdh1sB,Flow-Guided Latent Refiner Policies for Safe Offline Reinforcement Learning,Reject,Reject,4.00,2,4,6,4,,
FF9QVQduAu,Towards a Foundation Model for Crowdsourced Label Aggregation,Accept (Poster),Accept,5.00,2,6,4,8,,
GE0b5aQAvm,Neural Policy Ensembles are Sub-Optimal,Reject,Reject,2.67,2,4,2,,,
GODFBZhFcX,From Assumptions to Actions: Turning LLM Reasoning into Uncertainty-Aware Planning for Embodied Agents,Accept (Poster),Accept,4.50,6,2,6,4,,
H1s6SBhzlg,Beyond Majority Voting: LLM Aggregation by Leveraging Higher-Order Information,Reject,Reject,4.00,4,4,4,4,,
Hf7jMztvve,The Secret Agenda: LLMs Strategically Lie and Our Current Safety Tools Are Blind,Reject,Reject,4.67,2,6,6,,,
HvFpfea8XA,Dynamic Context Adaptation for Consistent Role-Playing Agents with Retrieval-Augmented Generations,Reject,Reject,4.50,4,2,6,6,,
IeNXtofK6T,PromptArmor: An Essential Baseline for Prompt Injection Defenses,Reject,Reject,3.50,2,6,2,4,,
IvG90aRAL0,Quantum Algorithms for Projection-Free Sparse Convex Optimization,Reject,Reject,4.00,6,4,4,4,2,
JdVTWjjnR6,HiTNet: Hippocampal-Thalamic Inspired Dual-Stream Network for Multimodal Sentiment Analysis under Missing Data,Reject,Reject,5.00,6,6,4,6,6,2
KsmTaPygR9,ManagerBench: Evaluating the Safety-Pragmatism Trade-off in Autonomous LLMs,Accept (Poster),Accept,5.50,4,8,6,4,,
MPhnlqdU9Z,MIRA: Quantifying Neural Network Monitorability via Feature Space Analysis,Reject,Reject,4.00,4,2,6,,,
MrJoBgN1VO,GeoGramBench: Benchmarking the Geometric Program Reasoning in Modern LLMs,Accept (Poster),Accept,5.50,6,6,4,6,,
N7ziRPTNdT,Generation is Required for Data-Efficient Perception,Reject,Reject,5.50,6,6,6,4,,
NIvqiJ8R4J,PELICAN: Personalized Education via LLM-powered Cognitive Diagnosis and Adaptive Tutoring,Reject,Reject,5.00,4,6,2,8,,
NlHHlqP1zk,Are Large Language Models Good XAI Annotators?,Reject,Reject,4.67,2,6,6,,,
OAXECnLxuk,DaVinci: Reinforcing Visual-Structural Syntax in MLLMs for Generalized Scientific Diagram Parsing,Accept (Poster),Accept,5.50,6,4,6,6,,
Q5SSA6IonA,Fourier Neural Filter as Generic Vision Backbone,Reject,Reject,5.00,6,4,4,6,,
R0ZKcQlF2C,ArenaBencher: Automatic Benchmark Evolution via Multi-Model Competitive Evaluation,Reject,Reject,4.00,4,2,6,,,
R8y089OGoo,Dichotomous Diffusion Policy Optimization,Accept (Poster),Accept,5.00,4,4,6,6,,
Rip3EJc4nx,High-Fidelity Pruning for Large Language Models,Reject,Reject,4.00,4,4,4,4,,
RtS4UqSmNt,Steering the Herd: A Framework for LLM-based Control of Social Learning,Accept (Oral),Accept,6.50,8,2,8,8,,
SA8xDYrUYB,Purrception: Variational Flow Matching for Vector-Quantized Image Generation,Accept (Poster),Accept,3.50,4,4,2,4,,
SpUXijnBEg,Direct Optimal Action Learning,Reject,Reject,3.50,4,2,6,2,,
SsUjdSVdUl,Critique-RL: Training Language Models For Critiquing Through Two-Stage Reinforcement Learning,Accept (Poster),Accept,5.00,6,4,4,6,,
TBsTStMK41,"Accept More, Reject Less: Reducing up to 19% Unnecessary Desk-Rejections over 11 Years of ICLR Data",Reject,Reject,4.00,4,4,2,4,6,
TjAhTNzRub,MoRE: Mixture of Remapping Experts For Irreversible Feature-Level Unlearning,Reject,Reject,4.50,4,6,4,4,,
Wes9HF3ppt,Insertion Language Models: Sequence Generation with Arbitrary-Position Insertions,Reject,Reject,5.00,4,6,6,4,,
XHzrBDzKaX,Castle-in-the-Air: Evaluating MLLM Visual Abilities on Human Cognitive Benchmarks,Reject,Reject,5.00,4,8,4,4,,
Y6lVVJHiwN,"FedSGM: A Unified Framework for Constraint Aware, Bidirectionally Compressed, Multi-Step Federated Optimization",Reject,Reject,4.40,6,4,2,4,6,
YETCQLcKtn,PolicyFlow: Policy Optimization with Continuous Normalizing Flow in Reinforcement Learning,Accept (Poster),Accept,4.50,4,4,2,8,,
YS4N1YxXSM,QuoKA: Query-Oriented KV Selection for Efficient LLM Prefill,Accept (Poster),Accept,6.00,6,4,6,8,,
Yo7eG3lC3y,LEGO-Eval: Towards Fine-grained Evaluation on Synthesizing 3D Embodied Environments with Tool Augmentation,Reject,Reject,4.50,6,6,4,2,,
YuxgSGFaqb,SWINGARENA: Adversarial Programming Arena for Long-context GitHub Issue Solving,Accept (Oral),Accept,6.00,6,8,4,6,,
YvMkU4BYOA,XBIC: Shapley-Weighted BIC for Score-Based Causal Discovery in Discrete Bayesian Networks,Reject,Reject,2.00,2,2,2,2,,
ZKkeA1G935,Can LLMs Alleviate Catastrophic Forgetting in Graph Continual Learning? A Systematic Study,Reject,Reject,4.00,4,4,4,2,6,
ZZFNyU3ZSo,UniMoD: Efficient Unified Multimodal Transformers with Mixture-of-Depths,Reject,Reject,4.67,4,4,6,,,
b6miYNcjag,Data Reliability Scoring,Reject,Reject,4.67,6,2,6,,,
bxZUPQbvp0,EconAgentBench: Economic Benchmarks for LLM Agents in Unknown Environments,Reject,Reject,2.00,2,2,2,2,,
c339hUw3cy,ConCuR: Conciseness Makes State-of-the-Art Kernel Generation,Reject,Reject,4.00,6,2,6,2,,
cP9ciYglnI,Shape-Adaptive Guidance Signal for Interactive Cortical Sulcal Labeling,Reject,Reject,4.00,6,4,2,,,
cSpjHOf04S,gen2seg: Generative Models Enable Generalizable Instance Segmentation,Accept (Poster),Accept,5.00,2,4,8,6,,
doxBjZ88H3,An Information-Theoretic Framework For Optimizing Experimental Design To Distinguish Probabilistic Neural Codes,Accept (Poster),Accept,4.50,6,6,2,4,,
e26MPyczN9,Do Programmatic Policies Really Generalize Better? A Re-Evaluation Study,Reject,Reject,4.00,4,4,4,6,2,
e9JphzQ5Gr,CLIP as a Prior Teacher: Breaking the Label Dependency in Semi-Supervised Learning,Reject,Reject,4.00,6,2,6,4,2,
ei1bRG971A,DND: Boosting Large Language Models with Dynamic Nested Depth,Accept (Poster),Accept,4.67,4,4,6,,,
fBc9v8CVvm,TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows,Accept (Poster),Accept,5.33,6,6,4,,,
heVn5cNfje,Unified Data Selection for LLM Reasoning,Reject,Reject,3.50,4,2,4,4,,
i9q9xDMjG7,When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation,Accept (Poster),Accept,6.50,8,6,6,6,,
jJedqisfOt,Neural Dynamics Self-Attention for Spiking Transformers,Accept (Poster),Accept,5.00,6,2,6,6,,
jZcWBV3Pis,Evaluating the Robustness of Chinchilla Compute-Optimal Scaling,Reject,Reject,3.00,2,2,2,6,,
lJ7zecny2e,Towards Faithful Reasoning in Remote Sensing: A Perceptually-Grounded GeoSpatial Chain-of-Thought for Vision-Language Models,Accept (Poster),Accept,5.00,6,6,4,8,4,2
lWdxX5s9T1,RADAR: Learning to Route with Asymmetry-aware Distance Representations,Accept (Poster),Accept,4.50,4,6,4,4,,
mkl9iIXIr2,Online Inventory Optimization in Non-Stationary Environment,Accept (Poster),Accept,5.33,4,6,6,,,
ngfIm9aPsH,Object Fidelity Diffusion for Remote Sensing Image Generation,Accept (Poster),Accept,5.50,4,6,6,6,,
nnwvwge40d,Reinforcing General Reasoning Without Verifiers,Accept (Poster),Accept,4.00,4,2,4,6,,
nxmBUymHIQ,LoLoRA: Locally Fine-Tuned Low Rank Adapters,Reject,Reject,4.50,4,2,4,8,,
nzkObUsajY,How to Get Spiking LLMs? A Dual ANN-to-SNN Conversion with Layer-Wise Calibration,Reject,Reject,4.00,2,4,6,4,,
oGbzk8xuVT,BuilderBench -- A benchmark for generalist agents,Reject,Reject,4.00,2,6,4,4,,
pI9n8wAR80,CoLA: Co-Calibrated Logit Adjustment for Long-Tailed Semi-Supervised Learning,Accept (Poster),Accept,5.00,6,4,4,6,,
r5jxDjYeO4,ASPD: Unlocking Adaptive Serial-Parallel Decoding by Exploring Intrinsic Parallelism in LLMs,Reject,Reject,4.50,4,4,4,6,,
rRB1bYErbL,R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth?,Accept (Poster),Accept,6.00,6,6,6,6,,
t33kMzEAg8,SwiReasoning: Switch-Thinking in Latent and Explicit for Pareto-Superior Reasoning LLMs,Accept (Poster),Accept,4.40,6,4,6,4,2,
t5Nd4HiI3E,From Noisy Traces to Stable Gradients: Bias--Variance Optimized Preference Optimization for Aligning Large Reasoning Models,Reject,Reject,4.00,4,2,4,6,,
v4bQPw4aTW,AdaBoN: Adaptive Best-of-$N$ Alignment,Reject,Reject,4.50,6,4,4,4,,
x6iodYWNty,Neural Predictor-Corrector: Solving Homotopy Problems with Reinforcement Learning,Accept (Poster),Accept,5.33,6,6,4,,,
y7VeiCT7HG,Probability of Matching for Pareto Coverage,Reject,Reject,3.00,4,2,2,4,,
yBFXOZPESZ,Ano : Faster is Better in Noisy Lanscapes,Reject,Reject,4.00,4,6,4,2,4,
yPfBP3EFGG,STNAdam: Stochastic Two-track Nesterov-Accelerated Adaptive Momentum Estimation,Reject,Reject,3.50,4,4,2,4,,
zHdKaF3ZM7,Weight-Space Linear Recurrent Neural Networks,Accept (Poster),Accept,7.20,8,8,6,6,8,
zt7IPzsXrT,"Forget Many, Forget Right: Scalable and Precise Concept Unlearning in Diffusion Models",Accept (Poster),Accept,5.00,6,6,4,4,,
0obDxMfeYu,A Median Perspective on Unlabeled Data for Out-of-Distribution Detection,Reject,Reject,3.20,2,2,4,2,6,
1AYy3T3Xjk,A Process-Level Method for Creativity Evaluation in LLM-Assisted Learning,Reject,Reject,2.50,2,4,2,2,,
23Ea4fVGiI,Knowledge Model Prompting Increases LLM Performance on Planning Tasks,Reject,Reject,0.67,2,0,0,,,
2PJkG6aV4A,Guardrail-Agnostic Societal Bias Evaluation in Large Vision-Language Models,Reject,Reject,6.00,4,8,8,4,,
3V559xWIWc,SALF & TALF: Optimized Loss Function and Drafting for Tree-based Speculative Decoding,Reject,Reject,4.50,4,6,6,2,,
4Nsx2kZkex,Differentiable Verification for Safe Reinforcement Learning in Verifiable Code Synthesis,Reject,Reject,1.00,0,2,0,2,,
4fm4Rc5fUK,Autoformalizer with Tool Feedback,Reject,Reject,4.67,2,6,6,,,
4hkMvkzai5,DeCodec: Rethinking Audio Codecs as Universal Disentangled Representation Learners,Reject,Reject,2.80,4,2,2,4,2,
5H8kxW0Efk,Neural Network Ising Machines: Algorithm Unrolling for Combinatorial Optimization,Reject,Reject,4.00,6,4,2,,,
5T1vMQldr8,Subgoal-Guided Reward Shaping: Improving Preference-Based Offline Reinforcement Learning via Conditional VAEs,Reject,Reject,4.00,4,4,4,,,
6P5sAycAQr,DefNTaxS: The Inevitable Need for Context in Classification,Reject,Reject,3.00,6,2,2,2,,
9h2c2rMSY1,Weighted Conformal Prediction for Time-Dependent PDEs,Reject,Reject,3.33,2,2,6,,,
A4Us8jxVGq,How Do Transformers Learn to Associate Tokens: Gradient Leading Terms Bring Mechanistic Interpretability,Accept (Oral),Accept,7.20,8,6,6,8,8,
CFuNu8dK4s,Vidar: Embodied Video Diffusion Model for Generalist Manipulation,Reject,Reject,4.00,6,4,2,4,,
DB2KJKFX0d,BDSB: Brain Disk Schrödinger Bridge for Enhancing 3T BOLD fMRI using Unpaired 7T Data for Visual Retinotopic Decoding,Reject,Reject,3.50,6,4,2,2,,
FEqZmGl36g,ESS-Flow: Training-free guidance of flow-based models as inference in source space,Reject,Reject,4.80,6,4,2,6,6,
GFWfR4G5fm,Test Time Training for Supervised Causal Learning,Reject,Reject,4.50,4,4,2,8,,
HA8vzzT6Ax,Improving the Trade-off Between Watermark Strength and Speculative Sampling Efficiency for Language Models,Accept (Poster),Accept,6.67,6,6,8,6,8,6
IHyY6vdYZw,VisualPRM400K: An Effective Dataset for Training Multimodal Process Reward Models,Accept (Poster),Accept,5.00,4,8,2,6,,
Ir0HMkRpYb,Stylos: Multi-View 3D Stylization with Single-Forward Gaussian Splatting,Accept (Poster),Accept,7.00,8,6,8,6,,
JEYWpFGzvn,InfoTok: Adaptive Discrete Video Tokenizer via Information-Theoretic Compression,Accept (Oral),Accept,7.33,8,6,8,,,
KAZpuq2W4Y,Multi-Instance Learning for Whole-Slide Image Classification Using  Higher-Order Moments,Reject,Reject,2.67,2,4,2,,,
KDIgNmK8YT,WorldAlignment: Benchmarking Expert-Level Human Preference Alignment across Domains and Aspects,Reject,Reject,2.50,2,2,4,2,,
LD6B7AvkZq,Unraveling Syntax: How Language Models Learn Context-Free Grammars,Reject,Reject,3.00,4,4,2,2,,
NcvmuiLuZn,Noise-to-Process Transformation: A Weak-Prior Paradigm for Single-Trajectory Stochastic Process Modeling,Reject,Reject,2.50,4,2,2,2,,
OJupg4mDjS,On the Wasserstein Geodesic Principal Component Analysis of probability measures,Accept (Oral),Accept,7.00,4,8,6,10,,
OUQ8kLRK3m,Truly Assessing Fluid Intelligence of Large Language Models through Dynamic Reasoning Evaluation,Reject,Reject,4.00,6,2,2,6,,
Q6TymStAvS,ShadowFM: Geometric Approaches for Learning Quantum Many-Body States with Flow Matching on Classical Shadows,Reject,Reject,3.50,2,2,6,4,,
QIIrjgUnL1,Position-Aware Attention Mechanism: A Mathematical Framework for Enhanced Spatial Information Processing in Transformer Architectures,Reject,Reject,3.00,2,2,2,6,,
QSPKIO3XV8,Dimension Domain Co-decomposition: Solving PDEs with Interpretability,Reject,Reject,3.00,0,4,4,4,,
QnuJR7qA3z,HARA: A Unified Framework for Hardware-Efficient Non-Linearity in Transformers,Reject,Reject,4.50,6,6,2,4,,
RNe17WTR38,Self-Evolving Language Models via Simple Generator-Verifier Games,Reject,Reject,2.00,2,2,2,2,,
RNsydf7HB4,GAMA: A Neural Neighborhood Search Method with Graph-aware Multi-modal Attention for Vehicle Routing Problem,Reject,Reject,2.50,2,2,2,4,,
TX4k7BF6aO,Agentic Reinforced Policy Optimization,Accept (Poster),Accept,5.33,4,4,8,,,
UDIYU1X3vC,Proper Velocity Neural Networks,Accept (Poster),Accept,4.80,6,6,4,6,2,
UESTP6dR1K,Automated Stateful Specialization for Adaptive Agent Systems,Accept (Poster),Accept,6.50,6,6,6,8,,
VFaYukYt6K,Robotics in Representation Space: Learned Latents Meet Composable Costs,Reject,Reject,3.33,2,4,4,,,
VK5G3Ff4Ty,Is Model Size a Barrier to Quality? Evaluating Small Language Models for  Clinical Text Summarization and Report Generation,Reject,Reject,2.50,2,6,0,2,,
VmEkhV2yCX,Front-Loading Reasoning: The Synergy between Pretraining and Post-Training Data,Accept (Poster),Accept,5.00,4,4,6,6,,
WxTlAbRUE6,Benchmarking Compositional generalisation for Learning Inter-atomic Potentials,Reject,Reject,2.50,2,4,2,2,,
a2XmC7rHIU,The Open Proof Corpus: A Large-Scale Study of LLM-Generated Mathematical Proofs,Accept (Poster),Accept,6.80,6,6,8,8,6,
a3sRspQ62b,FourierFlow: Frequency-aware Flow Matching for Generative Turbulence Modeling,Reject,Reject,2.50,2,2,4,2,,
a4S1nQay3b,Uncover Underlying Correspondence for Robust Multi-view Clustering,Accept (Oral),Accept,7.00,8,6,6,8,,
cVX3VqO8BO,UniHM: Unified Dexterous Hand Manipulation with Vision Language Model,Accept (Poster),Accept,5.50,6,2,8,6,,
cZ74yWoKYr,Identify Critical KV Cache in LLM Inference from an Output Perturbation Perspective,Reject,Reject,5.00,2,8,6,4,,
cmzeMZNsmm,Revisiting Prompt Optimization with Large Reasoning Models---A Case Study on Event Extraction,Reject,Reject,5.00,2,4,6,8,,
dbYvP2BKCM,Causal Effect Estimation with Learned Instrument Representations,Reject,Reject,3.50,4,2,6,2,,
f4B4ohWO53,Differential Privacy for Transformer Embeddings  with Nonparametric Variational Information Bottleneck,Reject,Reject,3.33,2,4,4,,,
gTMzRm8fb0,GoalRank: Group-Relative Optimization for a Large Ranking Model,Accept (Poster),Accept,5.00,4,8,4,4,,
gubSyVxWdG,A Relative Error-Based Evaluation Framework of Heterogeneous Treatment Effect Estimators,Accept (Poster),Accept,6.00,8,2,8,6,,
ikthqd3qF4,Precision Without Labels: Detecting Cross-Applicants in Mortgage Data Using Unsupervised Learning,Reject,Reject,2.50,2,4,4,0,,
jLO4pSi5Pt,Long-tailed Test-Time Adaptation for Vision-Language Models,Accept (Poster),Accept,5.00,4,6,4,6,,
k6nTUFoqeT,FASTer: Toward Powerful and Efficient Autoregressive Vision–Language–Action Models with Learnable Action Tokenizer and Block-wise Decoding,Accept (Poster),Accept,6.50,6,8,4,8,,
kpLRYtPGt3,Neon: Negative Extrapolation From Self-Training Improves Image Generation,Accept (Oral),Accept,7.00,6,8,6,8,,
lJqssVKeR7,"Converge Faster, Talk Less: Hessian-Informed Federated Zeroth-Order Optimization",Accept (Poster),Accept,5.60,8,4,6,4,6,
lZrZgZ9wIu,Conversion of sparse Artificial Neural Network to sparse Spiking Neural Network can save up to 99% of energy,Reject,Reject,2.00,2,2,2,2,,
omg9K6lI93,Obscuring Data Contamination Through Translation: Evidence from Arabic Corpora,Reject,Reject,1.00,2,0,2,0,,
pbbRmnFkjG,Into the Rabbit Hull: From Task-Relevant Concepts in DINO to Minkowski Geometry,Accept (Poster),Accept,6.50,8,4,8,6,,
pn2H6YeOv2,Pi-CCA: Prompt-Invariant CCA Certificates for Replay-Free Continual Multimodal Learning,Accept (Poster),Accept,5.50,6,4,6,6,,
qPbDM5L8tE,Contact-VLA: Zero-Shot Planning and Control for Contact-Rich Manipulation,Reject,Reject,2.50,2,2,2,4,,
tucuU4sQ3s,Memory-Free Continual Learning with Null Space Adaptation for Zero-Shot Vision-Language Models,Accept (Poster),Accept,5.50,4,6,6,6,,
uXecy0nKiJ,The Rogue Scalpel: Activation Steering Compromises LLM Safety,Reject,Reject,4.50,4,2,6,6,,
wA6dvVnKe8,Model-agnostic Adversarial Attack and Defense for Vision-Language-Action Models,Reject,Reject,3.00,2,2,6,2,,
yBpzF8hp3J,Differentially Private Domain Discovery,Accept (Oral),Accept,6.50,6,6,6,8,,
zS1bPtMlt9,RePL: Pseudo-label Refinement for Semi-supervised LiDAR Semantic Segmentation,Reject,Reject,6.00,8,6,4,,,