year int64 | conference string | title string | authors string | venue_or_track string | url string | source_file string |
|---|---|---|---|---|---|---|
2,026 | ICLR | RiskPO: Risk-based Policy Optimization with Verifiable Reward for LLM Post-Training | Tao Ren; Jinyang Jiang; Hui Yang; Wan Tian; Minhao Zou; Guanghao Li; Zishi Zhang; Qinghao Wang; Shentao Qin; Yanjun Zhao; Rui Tao; Hui Shao; Yijie Peng | ICLR 2026 Poster | https://openreview.net/forum?id=KjHB7rebQO | iclr2026.csv |
2,026 | ICLR | ASMIL: Attention-Stabilized Multiple Instance Learning for Whole-Slide Imaging | Linfeng Ye; Shayan Mohajer Hamidi; Zhixiang Chi; Guang Li; Mert Pilanci; Takahiro Ogawa; Miki Haseyama; Konstantinos N. Plataniotis | ICLR 2026 Poster | https://openreview.net/forum?id=CYmjrbQRyM | iclr2026.csv |
2,026 | ICLR | Long-Text-to-Image Generation via Compositional Prompt Decomposition | Jen-Yuan Huang; Tong Lin; Yilun Du | ICLR 2026 Poster | https://openreview.net/forum?id=jxyEci13Dd | iclr2026.csv |
2,026 | ICLR | Directional Textual Inversion for Personalized Text-to-Image Generation | Kunhee Kim; NaHyeon Park; Kibeom Hong; Hyunjung Shim | ICLR 2026 Poster | https://openreview.net/forum?id=6wA4qpyyU9 | iclr2026.csv |
2,026 | ICLR | HSSBench: Benchmarking Humanities and Social Sciences Ability for Multimodal Large Language Models | Zhaolu Kang; Junhao Gong; Jiaxu Yan; Wanke Xia; Yian Wang; Zhuo Cheng; Wenhao Cao; Ziwen Wang; ZhiYuan Feng; Huaxuan Ding; Siqi He; Shannan Yan; Xiaomin He; Junzhe Chen; Chaoya Jiang; Wei Ye; Kaidong Yu; Xuelong Li | ICLR 2026 Poster | https://openreview.net/forum?id=iQsKotob31 | iclr2026.csv |
2,026 | ICLR | Part-X-MLLM: Part-aware 3D Multimodal Large Language Model | Chunshi Wang; Junliang Ye; Yunhan Yang; YANG LI; Zizhuo Lin; Jun Zhu; Zhuo Chen; Yawei Luo; Chunchao Guo | ICLR 2026 Poster | https://openreview.net/forum?id=WffiETiSeU | iclr2026.csv |
2,026 | ICML | What Characterizes Effective Reasoning? Revisiting Length, Review, and Structure of CoT | Yunzhen Feng; Julia Kempe; Cheng Zhang; Parag Jain; Anthony Hartshorn | ICML 2026 Poster | https://openreview.net/forum?id=WtgQOtmw9N | icml2026.csv |
2,026 | ICML | SAQNN: Spectral Adaptive Quantum Neural Network as a Universal Approximator | Jialiang Tang; Jialin Zhang; Xiaoming Sun | ICML 2026 Poster | https://openreview.net/forum?id=QaHFVheV8X | icml2026.csv |
2,026 | ICML | Stability beyond bounded differences: sharp generalization bounds under finite $L_p$ moments | Qianqian Lei; Soham Bonnerjee; Yuefeng Han; Wei Biao Wu | ICML 2026 Poster | https://openreview.net/forum?id=SGTLVjx3MN | icml2026.csv |
2,026 | ICML | Robust Bayesian Optimisation with Unbounded Corruptions | Abdelhamid Ezzerg; Ilija Bogunovic; Jeremias Knoblauch | ICML 2026 Poster | https://openreview.net/forum?id=zlnoC4YPQ1 | icml2026.csv |
2,026 | ICML | Sharper Generalization Guarantees for Asynchronous SGD: Beyond Lipschitzness, Smoothness and Data Homogeneity | Yufeng Xie; Yunwen Lei | ICML 2026 Poster | https://openreview.net/forum?id=giCCyIbMHc | icml2026.csv |
2,026 | ICML | WestWorld: A Knowledge-Encoded Scalable Trajectory World Model for Diverse Robotic Systems | Yuchen Wang; Jiangtao Kong; Sizhe Wei; Xiaochang Li; Haohong Lin; Hongjue Zhao; Tianyi Zhou; Lu Gan; Huajie Shao | ICML 2026 Poster | https://openreview.net/forum?id=ncRRCG4BfP | icml2026.csv |
2,026 | ICML | Continuous Variable Hamiltonian Learning at Heisenberg Limit via Displacement-Random Unitary Transformation | Xi Huang; Lixing Zhang; Di Luo | ICML 2026 Poster | https://openreview.net/forum?id=tiF3tA5pau | icml2026.csv |
2,026 | ICML | Rethinking Neural Network Learning Rates: A Stackelberg Perspective | Sihan Zeng; Sujay Bhatt; Sumitra Ganesh | ICML 2026 Poster | https://openreview.net/forum?id=TgohCXoblV | icml2026.csv |
2,026 | ICML | SpikeNet: Sparse Spike-Driven Mask Vector Transformer for Energy-Efficient and Stable Spiking Point Cloud Processing | Zhouzhiming Zhou; Yong He; Qiaoyun Wu; Chaoxu Mu; Ajmal Mian | ICML 2026 Poster | https://openreview.net/forum?id=7BpcmBjQL0 | icml2026.csv |
2,026 | ICML | FOAM: Frequency and Operator-Error Based Adaptive Damping Method for Reducing Staleness-Oriented Error for Shampoo | Kyunghun Nam; Sumyeong Ahn | ICML 2026 Poster | https://openreview.net/forum?id=ZwFJbTzJP9 | icml2026.csv |
2,026 | ICML | Flat Minima and Generalization: Insights from Stochastic Convex Optimization | Matan Schliserman; Shira Vansover-Hager; Tomer Koren | ICML 2026 Poster | https://openreview.net/forum?id=u6zp8zZ8Ou | icml2026.csv |
2,026 | ICML | Copula-SVI: Vine-Copula Variational Inference for Instance-Level Correlation Capturing | Junxi Xiao; Qinliang Su | ICML 2026 Poster | https://openreview.net/forum?id=LeAekHRHLZ | icml2026.csv |
2,026 | ICML | Hyper-ICL: Attention Calibration with Hyperbolic Anchor Distillation for Multimodal In-Context Learning | Niloufar Alipour Talemi; Hossein Kashiani; Fatemeh Afghah | ICML 2026 Poster | https://openreview.net/forum?id=rDKFflrjZK | icml2026.csv |
2,026 | ICML | Data Augmentation of Contrastive Learning is Estimating Positive-incentive Noise | Hongyuan Zhang; Yanchen Xu; Sida Huang; Xuelong Li | ICML 2026 Poster | https://openreview.net/forum?id=U1yt3NN0mC | icml2026.csv |
2,026 | ICML | Betting on Predictions | Yaniv Tenzer; Elad Tolochinksy; Yaniv Romano | ICML 2026 Poster | https://openreview.net/forum?id=Vt0tmqhfDM | icml2026.csv |
2,026 | ICML | QPoint: End-to-End Lightweight Point Cloud Processing via Robust Quaternion Feature Learning | Zhouzhiming Zhou; Yong He; Qiaoyun Wu; Chaoxu Mu; Ajmal Mian | ICML 2026 Poster | https://openreview.net/forum?id=xxifbmZe0b | icml2026.csv |
2,026 | ICML | Reliability-Aware LLM Alignment from Inconsistent Human Feedback | Jingyi Huang; Ruohan Zong; Yujun Feng; Liran Ma; Lanyu Shang; Yang Zhang | ICML 2026 Poster | https://openreview.net/forum?id=0LeyqHkrEG | icml2026.csv |
2,026 | ICML | Efficient Preference Poisoning Attack on Offline RLHF | Chenye Yang; Weiyu Xu; Lifeng Lai | ICML 2026 Poster | https://openreview.net/forum?id=32XNOcwH1z | icml2026.csv |
2,026 | ICML | Precise Asymptotics of Bagging Regularized M-estimators | Takuya Koriyama; Pratik Patil; Jin-Hong Du; Kai Tan; Pierre C Bellec | ICML 2026 Poster | ANN-STATS-2026 | icml2026.csv |
2,026 | ICML | An Algebraic View of the Expressivity of Recurrent Language Models | Franz Nowak; Reda Boumasmoud; Ryan Cotterell | ICML 2026 Poster | https://openreview.net/forum?id=7pbmZatDuD | icml2026.csv |
2,026 | ICML | Magnitude Distance: A Geometric Measure of Dataset Similarity | Sahel Torkamani; Henry Gouk; Rik Sarkar | ICML 2026 Poster | https://openreview.net/forum?id=9ylPoHEKed | icml2026.csv |
2,026 | ICML | Hierarchical Causal Abduction: A Foundation Framework for Explainable Model Predictive Control | Ramesh Arvind Naagarajan; Zühal Wagner; Stefan Streif | ICML 2026 Poster | https://openreview.net/forum?id=22XF7II0Hd | icml2026.csv |
2,026 | ICML | Entropy-Aware On-Policy Distillation of Language Models | Woogyeol Jin; Taywon Min; Yongjin Yang; Swanand Kadhe; Yi Zhou; Dennis Wei; Nathalie Baracaldo; Kimin Lee | ICML 2026 Poster | https://openreview.net/forum?id=J5i09faOOf | icml2026.csv |
2,026 | ICML | Causal Effect Identifiability in the Presence of Latent Confounders Without Auxiliary Variables | Xiu-Chuan Li; James Kwok; Jiaxian Guo; Tongliang Liu | ICML 2026 Poster | https://openreview.net/forum?id=8ewf5I4shW | icml2026.csv |
2,026 | ICML | Learning Treatment Allocations with Risk Control Under Partial Identifiability | Sofia Ek; Dave Zachariah | ICML 2026 Poster | https://openreview.net/forum?id=9kWVQtpvJi | icml2026.csv |
2,026 | ICML | Two-dimensional quantization for geometry-aware audio coding | Tal Shuster; Eliya Nachmani | ICML 2026 Poster | https://openreview.net/forum?id=Ja9jo9pDvq | icml2026.csv |
2,026 | ICML | Outcome-Aware Spectral Feature Learning for Instrumental Variable Regression | Dimitri Meunier; Jakub Wornbard; Vladimir Kostic; Antoine Moulin; Alek Fröhlich; Karim Lounici; Massimiliano Pontil; Arthur Gretton | ICML 2026 Poster | https://openreview.net/forum?id=FiCxlfjkhc | icml2026.csv |
2,026 | ICML | Unlocking Noise-Resistant Vision: Key Architectural Secrets for Robust Models Against Gaussian Noise | Bum Jun Kim; Makoto Kawano; Yusuke Iwasawa; Yutaka Matsuo | ICML 2026 Poster | https://openreview.net/forum?id=Wb6hWu2jDB | icml2026.csv |
2,026 | ICML | Learning General Causal Structures with Hidden Dynamic Process for Climate Analysis | Minghao Fu; Biwei Huang; Zijian Li; Yujia Zheng; Ignavier Ng; Guangyi Chen; Yingyao Hu; Kun Zhang | ICML 2026 Poster | https://openreview.net/forum?id=MZxhwFT7yF | icml2026.csv |
2,026 | ICML | CauScale: Neural Causal Discovery at Scale | Bo Peng; Sirui Chen; Jiaguo Tian; Yu Qiao; Chaochao Lu | ICML 2026 Poster | https://openreview.net/forum?id=UCoD9hpiJs | icml2026.csv |
2,026 | ICML | Towards Completeness in Causal Discovery from Soft Interventions with Known Targets | Zihan Zhou; Murat Kocaoglu | ICML 2026 Poster | https://openreview.net/forum?id=dVfJSLGTYm | icml2026.csv |
2,026 | ICML | Frequentist Consistency of Prior-Data Fitted Networks for Causal Estimation | Valentyn Melnychuk; Vahid Balazadeh; Stefan Feuerriegel; Rahul G. Krishnan | ICML 2026 Poster | https://openreview.net/forum?id=p1GwEz0pix | icml2026.csv |
2,026 | ICML | Local Covariate Selection for Average Causal Effect Estimation without Pretreatment and Causal Sufficiency Assumptions | Zeyu Liu; Zheng Li; Feng Xie; Yan Zeng; Hao Zhang; Kun Zhang | ICML 2026 Poster | https://openreview.net/forum?id=qZVcGlU5lN | icml2026.csv |
2,026 | ICML | FedTreeLoRA: Reconciling Statistical and Functional Heterogeneity in Federated LoRA Fine-Tuning | Jieming Bian; Lei Wang; Letian Zhang; Jie Xu | ICML 2026 Poster | https://openreview.net/forum?id=g3Hrh5aoal | icml2026.csv |
2,026 | ICML | Partial Identification under High-Dimensional Potential Outcomes and Confounders via Optimal Transport | Yunfeng Wang; Zhiheng Zhang; Zijun Gao | ICML 2026 Poster | https://openreview.net/forum?id=raKcsJbVDY | icml2026.csv |
2,026 | ICML | Causal Discovery for Irregularly Time Series with Consistency Guarantees | Weihong Li; Baohong Li; Anpeng Wu; Zhihan Li; Ming Ma; Kun Kuang; Keting Yin | ICML 2026 Poster | https://openreview.net/forum?id=y5GiPedJPV | icml2026.csv |
2,026 | ICML | CAffNet: Hard Constraint-Affine Neural Networks | Yang Zhao; Jungeun Lee; Jeong hwan Jeon; Sze Zheng Yong | ICML 2026 Poster | https://openreview.net/forum?id=20hdQQQrA4 | icml2026.csv |
2,026 | ICML | The Generalization Spectrum: A Chromatographic Approach to Evaluating Learning Algorithms | Jinghan Zhang; Zerui Cheng; Shiqi Chen; Ge Zhang; Wenhao Huang; Jiashuo Liu; Junxian He; Tianle Cai | ICML 2026 Poster | https://openreview.net/forum?id=3urFJKbmYN | icml2026.csv |
2,026 | ICML | Optimal Bayesian Stopping for Efficient Inference of Consistent LLM Answers | Jingkai Huang; Will Ma; Zhengyuan Zhou | ICML 2026 Poster | https://openreview.net/forum?id=JXN3npSRRD | icml2026.csv |
2,026 | ICML | PINE: Pruning Boosted Tree Ensembles with Conformal In-Distribution Prediction Equivalence | Haruki Yajima; Yusuke Matsui | ICML 2026 Poster | https://openreview.net/forum?id=LxAy8UpVUC | icml2026.csv |
2,026 | ICML | Convex Distance Operator Transport: Convex and Geometry-Preserving Information | Junhyoung Chung; Euijong Song; Won Hwa Kim; Gunwoong Park | ICML 2026 Poster | https://openreview.net/forum?id=nPC7M7XLEv | icml2026.csv |
2,026 | ICML | The Abstraction Gap in Vision-Language Causal Reasoning | Chinh Hoang; Mohammad Hasan | ICML 2026 Poster | https://openreview.net/forum?id=2juEZmkLdn | icml2026.csv |
2,026 | ICML | ASTRA: Communication-Efficient Acceleration for Multi-Device Transformer Inference | Xiao Liu; Lijun Zhang; Deepak Ganesan; Hui Guan | ICML 2026 Poster | https://openreview.net/forum?id=QmiKRq3e4N | icml2026.csv |
2,026 | ICML | Learning Situated Awareness in the Real World | Chuhan Li; Rilyn Han; Joy Hsu; Yongyuan Liang; Rajiv Dhawan; Jiajun Wu; Ming-Hsuan Yang; Xin (Eric) Wang | ICML 2026 Poster | https://openreview.net/forum?id=8lwrYjv6r7 | icml2026.csv |
2,026 | ICML | From Shortcuts to Reasoning: Robust Post-Training of Theory of Mind with Reinforcement Learning | Jike Zhong; Yuxiang Lai; Ming Li; Yuheng Li; Wuao Liu; Behzad Dariush; Konstantinos Psounis; Shao-Yuan Lo | ICML 2026 Poster | https://openreview.net/forum?id=L3fJXwaFdx | icml2026.csv |
2,026 | ICML | Revisiting Neural Processes via Fourier Transform and Volterra Series | Peiman Mohseni; Nick Duffield; Raymond K. W. Wong | ICML 2026 Poster | https://openreview.net/forum?id=UEeBGrOGa8 | icml2026.csv |
2,026 | ICML | NeurOCNN: A Neural-Operator-Based Model for Physiological Time Series | Daya Kumar; Uday Devulapalli; Aarat Satsangi; Apurva Narayan | ICML 2026 Poster | https://openreview.net/forum?id=g7aJFiF0sH | icml2026.csv |
2,026 | ICML | RQ-MoE: Residual Quantization via Mixture of Experts for Efficient Input-Dependent Vector Compression | Zhengjia Zhong; Shuyan Ke; zaizhou lin; Jiaqi Song; Hongyi Lan; Hui Li | ICML 2026 Poster | https://openreview.net/forum?id=1wnPjWrw18 | icml2026.csv |
2,026 | ICML | Linear Causal Representation Learning by Topological Ordering, Pruning, and Disentanglement | Hao Chen; Lin Liu; Yu Guang Wang | ICML 2026 Poster | https://openreview.net/forum?id=4COS6SMf8r | icml2026.csv |
2,026 | ICML | Geometrically Constrained Outlier Synthesis | Daniil Karzanov; Marcin Detyniecki | ICML 2026 Poster | https://openreview.net/forum?id=odLc0zNtyX | icml2026.csv |
2,026 | ICML | Statistical-Computational Trade-offs for Recursive Adaptive Partitioning Estimators | Yan Shuo Tan; Jason Klusowski; Krishnakumar Balasubramanian | ICML 2026 Poster | ANN-STATS-2026 | icml2026.csv |
2,026 | ICML | Advancing Analytic Class-Incremental Learning through Vision-Language Calibration | Binyu Zhao; Wei ZHANG; Xingrui Yu; Zhaonian Zou; Ivor Tsang | ICML 2026 Poster | https://openreview.net/forum?id=1sH1AEeylU | icml2026.csv |
2,026 | ICML | Trust Functions: Near Lossless Weak-to-Strong Generalization by Learning to Trust the Weak Teacher | Arda Uzunoglu; Alvin Zhang; Daniel Khashabi | ICML 2026 Poster | https://openreview.net/forum?id=6bXLKr5NMT | icml2026.csv |
2,026 | ICML | Beyond Accuracy and Complexity: The Effective Information Criterion for Structurally Stable Symbolic Regression | Zihan Yu; Guanren Wang; Jingtao Ding; Huandong Wang; Yong Li | ICML 2026 Poster | https://openreview.net/forum?id=9mFx2t9RGj | icml2026.csv |
2,026 | ICML | Trustworthy Federated Label Distribution Learning under Annotation Quality Disparity | Junxiang Wu; Zhiqiang Kou; Hongwei Zeng; Wenke Huang; Biao Liu; Hanlin Gu; Yuheng Jia; Di Jiang; Yang Liu; Xin Geng | ICML 2026 Poster | https://openreview.net/forum?id=KhqHSH9xKk | icml2026.csv |
2,026 | ICML | When Softmax Fails at the Top: Extreme‑Value Corrections for InfoNCE | Hasan Sabri Melihcan Erol; Suat Evren; Oktay Ozel; Alexander Morgan; Jongha (Jon) Ryu; Lizhong Zheng | ICML 2026 Poster | https://openreview.net/forum?id=kvilWCkBqW | icml2026.csv |
2,026 | ICML | Test-Time Learning of Causal Structure from Interventional Data | Wei Chen; Rui Ding; Huang Bojun; Yuxuan Liang; Yang Zhang; Qiang Fu; Shi Han; Dongmei Zhang | ICML 2026 Poster | https://openreview.net/forum?id=Kmv7TjGCru | icml2026.csv |
2,026 | ICML | TIME: Tensor-Factorized Mixture-of-Experts with Intrinsic Routing for Lifelong Multimodal Knowledge Editing | Dexuan Xu; Jieyi Wang; Shijie Li; Hanpin Wang; Yongzhi Cao; Yu Huang | ICML 2026 Poster | https://openreview.net/forum?id=QE2GA6OIC8 | icml2026.csv |
2,026 | ICML | Learning to Rank by Directly Optimizing Full-Order Probabilities | Yongxiang Tang; Chao Wang; Jincheng Lu; Yanhua Cheng; Xialong Liu; Peng Jiang | ICML 2026 Poster | https://openreview.net/forum?id=fch6yT64ZH | icml2026.csv |
2,026 | ICML | FedReLa: Imbalanced Federated Learning via Re-Labeling | Guangzheng Hu; Patricia Menendez Galvan; Feng Liu; Mingming Gong; Guanghui Wang; Liuhua Peng | ICML 2026 Poster | https://openreview.net/forum?id=sEPES6oimF | icml2026.csv |
2,026 | ICML | When More Experts Hurt: Underfitting in Multi-Expert Learning to Defer | Shuqi Liu; Yuzhou Cao; Lei Feng; Bo An; Luke Ong | ICML 2026 Poster | https://openreview.net/forum?id=uhNn8S6rEb | icml2026.csv |
2,026 | ICML | Likelihood over Estimation: Robust Quadratic Discriminant Analysis for Heavy-Tailed Distributions with Theory and Evidence | Niranjana Ambadi; eugene pinsky | ICML 2026 Poster | https://openreview.net/forum?id=w1j6MujWuh | icml2026.csv |
2,026 | ICML | Symbiosis-Inspired Knowledge Distillation for Incremental Object Detection | Mingyue Zeng; De Cheng; Zhipeng Xu; Huaijie Wang; Nannan Wang; Xinbo Gao | ICML 2026 Poster | https://openreview.net/forum?id=DYCt9JtCra | icml2026.csv |
2,026 | ICML | CE$^4$L: Continual Ego, Exo, and Ego-Exo Learning | Hongwei Yan; Kanglei Zhou; Yuchen Liu; Qingyu Shi; Yi Zhong; Liyuan Wang | ICML 2026 Poster | https://openreview.net/forum?id=Shb4ltB3J2 | icml2026.csv |
2,026 | ICML | Multi-Task Bayesian In-Context Learning | Qingyang Zhu; Eric Oermann; Kyunghyun Cho | ICML 2026 Poster | https://openreview.net/forum?id=Wcl5b7O2KT | icml2026.csv |
2,026 | ICML | Component-Wise Composite Likelihood Distillation for Censored Time-to-Event Data | Feiyang Deng; Lingfeng Luo; Jiayu Zhou; Kevin He | ICML 2026 Poster | https://openreview.net/forum?id=WgrRyHYbo5 | icml2026.csv |
2,026 | ICML | Merge to Remember: Sharpness-Aware Isotropic Merging for Continual Learning | Qun Yang; Enneng Yang; Li Shen; Wei Chen; Long Lan | ICML 2026 Poster | https://openreview.net/forum?id=aWfk16EvfM | icml2026.csv |
2,026 | ICML | Transporting Task Vectors across Different Architectures without Training | Filippo Rinaldi; Aniello Panariello; Giacomo Salici; Angelo Porrello; Simone Calderara | ICML 2026 Poster | https://openreview.net/forum?id=foyE0eF8HW | icml2026.csv |
2,026 | ICML | Low-dimensional topology of deep neural networks | Junyu Ren; Lek-Heng Lim | ICML 2026 Poster | https://openreview.net/forum?id=yZAbtq7Srt | icml2026.csv |
2,026 | ICML | Fine-Tune Once, Reuse Across Models: Bayesian Task-Update Factors and Approximations | Siyang Guo; Junbo Wang; Zibin Zheng | ICML 2026 Poster | https://openreview.net/forum?id=iLS4oNpEQ1 | icml2026.csv |
2,026 | ICML | Orthogonal Model Merging | Sihan Yang; Kexuan Shi; Weiyang Liu | ICML 2026 Poster | https://openreview.net/forum?id=pCaeMsqpCa | icml2026.csv |
2,026 | ICML | Outcome-Based Rewards Do Not Guarantee Faithful and Verifiable Reasoning | Qinan Yu; Alexa Tartaglini; Peter Hase; Carlos Guestrin; Christopher Potts | ICML 2026 Poster | https://openreview.net/forum?id=VrY5x2smAd | icml2026.csv |
2,026 | ICML | Trajectory Seriation via Spectral Tangent Alignment and Global Embedding | Zhixin Zhou; Navin Souda; Arash Amini | ICML 2026 Poster | https://openreview.net/forum?id=DDNQOnaRQk | icml2026.csv |
2,026 | ICML | Improving Neural Topic Modeling with Semantically-Grounded Soft Label Distributions | Raymond Li; Amirhossein Abaskohi; Chuyuan Li; Gabriel Murray; Giuseppe Carenini | ICML 2026 Poster | https://openreview.net/forum?id=S2PARGuQzI | icml2026.csv |
2,026 | ICML | TranX-Adapter: Bridging Artifacts and Semantics within MLLMs for Robust AI-generated Image Detection | Wenbin Wang; Yuge Huang; Jianqing Xu; Yue Yu; Jiangtao Yan; Shouhong Ding; Pan Zhou; Yong Luo | ICML 2026 Poster | https://openreview.net/forum?id=Iy6isx8QOp | icml2026.csv |
2,026 | ICML | Lower Bounds for Frank-Wolfe on Strongly Convex Sets | Jannis Halbey; Daniel Deza; Max Zimmer; Christophe Roux; Bartolomeo Stellato; Sebastian Pokutta | ICML 2026 Poster | https://openreview.net/forum?id=3KX1xU2bCC | icml2026.csv |
2,026 | ICML | Adaptive Momentum and Nonlinear Damping for Neural Network Training | Aikaterini Karoni; Rajit Rajpal; Benedict Leimkuhler; Gabriel Stoltz | ICML 2026 Poster | https://openreview.net/forum?id=JWWpV4StVf | icml2026.csv |
2,026 | ICML | DTS: Enhancing Large Reasoning Models via Decoding Tree Sketching | Zicheng Xu; Xiuyi Lou; Guanchu Wang; Yu-Neng Chuang; Feng Luo; Guangyao Zheng; Alex Szalay; Zirui Liu; Vladimir Braverman | ICML 2026 Poster | https://openreview.net/forum?id=rHlcYGxb2x | icml2026.csv |
2,026 | ICML | DIVA: Harnessing the Representation Divergence in Unified Multimodal Models for Mutual Reinforcement | renjie lu; Xulong Zhang; Xiaoyang Qu; Jianzong Wang; Shangfei Wang | ICML 2026 Poster | https://openreview.net/forum?id=UWwmMJjlCb | icml2026.csv |
2,026 | ICML | Design Linear Constrained Neural Layers with Implicit Convex Optimization | Junchi Yan; Liangliang Shi; Jiaxi Liu; Fangyuan Zhou; Wenzheng Pan; Zhongteng Gui; Yihui Tu | ICML 2026 Poster | https://openreview.net/forum?id=LHCQSx0cQV | icml2026.csv |
2,026 | ICML | Mirror Descent Under Generalized Smoothness | Dingzhi Yu; Wei Jiang; Hongyi Tao; Yuanyu Wan; Lijun Zhang | ICML 2026 Poster | https://openreview.net/forum?id=j9aoIFr5aM | icml2026.csv |
2,026 | ICML | Optimal Transport–Guided Stochastic Control for Graph Combinatorial Optimization | Yang Huang; Yifan Zhang; Jian Cheng | ICML 2026 Poster | https://openreview.net/forum?id=Pf2erYy0yY | icml2026.csv |
2,026 | ICML | Bottleneck Communication Delay Minimization for Communication-Efficient Decentralized Learning | Nozomi Hata; Kenta Niwa | ICML 2026 Poster | https://openreview.net/forum?id=0T8UmNuZJn | icml2026.csv |
2,026 | ICML | Mitigating Staleness in Asynchronous Pipeline Parallelism via Basis Rotation | Hyunji Jung; Sungbin Shin; Namhoon Lee | ICML 2026 Poster | https://openreview.net/forum?id=31iky6wFu5 | icml2026.csv |
2,026 | ICML | HO-SFL: Hybrid-Order Split Federated Learning with Backprop-Free Clients and Dimension-Free Aggregation | Qiyuan Chen; Xian Wu; Yi Wang; Xianhao Chen | ICML 2026 Poster | https://openreview.net/forum?id=EETUbVsG6X | icml2026.csv |
2,026 | ICML | Row-stochastic matrices can provably outperform doubly stochastic matrices in decentralized learning | Bing Liu; Boao Kong; Limin Lu; Kun Yuan; Chengcheng Zhao | ICML 2026 Poster | https://openreview.net/forum?id=GAQE4Wr53f | icml2026.csv |
2,026 | ICML | Complexity of Decentralized Optimization with Mixed Affine Constraints | Demyan Yarmoshik; Nhat Trung Nguyen; Alexander Rogozin; Alexander Gasnikov | ICML 2026 Poster | https://openreview.net/forum?id=KS6RbZMt8L | icml2026.csv |
2,026 | ICML | OServe: Accelerating LLM Serving via Spatial-Temporal Workload Orchestration | Youhe Jiang; Fangcheng Fu; Taiyi Wang; Guoliang HE; Eiko Yoneki | ICML 2026 Poster | https://openreview.net/forum?id=N8JsmN0nQE | icml2026.csv |
2,026 | ICML | EPSVec: Efficient and Private Synthetic Text Generation via Dataset Vectors | Mohammadamin Banayeeanzade; Qingchuan Yang; Deqing Fu; Spencer Hong; Erin Babinsky; Alfy Samuel; Anoop Kumar; Robin Jia; Sai Praneeth Reddy Karimireddy | ICML 2026 Poster | https://openreview.net/forum?id=aaFfUg013C | icml2026.csv |
2,026 | ICML | scDataset: Scalable Data Loading for Deep Learning on Large-Scale Single-Cell Omics | Davide DAscenzo; Sebastiano Cultrera di Montesano | ICML 2026 Poster | https://openreview.net/forum?id=NiqWdmrxwn | icml2026.csv |
2,026 | ICML | FedQueue: Queue-Aware Federated Learning for Cross-Facility HPC Training | Yijiang Li; Emon Dey; Zilinghan Li; Krishnan Raghavan; Ravi Madduri; Kibaek Kim | ICML 2026 Poster | https://openreview.net/forum?id=ODWi7lbMGU | icml2026.csv |
2,026 | ICML | FAB: A First-Order AB-based Gradient Algorithm for Distributed Bilevel Optimization over Time-Varying Directed Graphs | Yaoshuai Ma; Xiao Wang; Wei Yao; Jin Zhang | ICML 2026 Poster | https://openreview.net/forum?id=coINrhVRkL | icml2026.csv |
2,026 | ICML | A Tight Theory of Error Feedback Algorithms in Distributed Optimization | Daniel Berg Thomsen; Adrien Taylor; Aymeric Dieuleveut | ICML 2026 Poster | https://openreview.net/forum?id=dyRD6lBH8K | icml2026.csv |
2,026 | ICML | HybridFlow: Resource-Adaptive Subtask Routing for Efficient Edge-Cloud LLM Inference | Jiangwen Dong; Jiayu Li; Tianhang Zheng; Wanyu LIN | ICML 2026 Poster | https://openreview.net/forum?id=erxWUWJlt2 | icml2026.csv |
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