year
int64
conference
string
title
string
authors
string
venue_or_track
string
url
string
source_file
string
2,026
ICML
PathWise: Planning through World Model for Automated Heuristic Design via Self-Evolving LLMs
Oguzhan Gungordu; Siheng Xiong; Faramarz Fekri
ICML 2026 Poster
https://openreview.net/forum?id=aiOv6NhF3N
icml2026.csv
2,026
ICML
Med-SegLens: Latent-Level Model Diffing for Interpretable Medical Image Segmentation
Salma Ahmed; Emad Mohammed; Azam Bidgoli
ICML 2026 Poster
https://openreview.net/forum?id=vaRFU0xKQa
icml2026.csv
2,026
ICML
An Approximation Algorithm for Graph Label Selection
Josia John; Simon Meierhans; Maximilian Probst Gutenberg
ICML 2026 Poster
https://openreview.net/forum?id=hE0n8gS7Ru
icml2026.csv
2,026
ICML
Neural QAOA$^2$: Differentiable Joint Graph Partitioning and Parameter Initialization for Quantum Combinatorial Optimization
Zubin Zheng; Jiahao Wu; Shengcai Liu
ICML 2026 Poster
https://openreview.net/forum?id=knVbandOWj
icml2026.csv
2,026
ICML
Search or Accelerate: Confidence-Switched Position Beam Search for Diffusion Language Models
Mingyu Cao; Alvaro Correia; Christos Louizos; Shiwei Liu; Lu Yin
ICML 2026 Poster
https://openreview.net/forum?id=9xxnyqiZoO
icml2026.csv
2,026
ICML
PoMtVRS: Preference-Optimized Multi-Task Vehicle Routing Solver with Preference Gating
Dian Meng; Zhiguang Cao; Yaoxin Wu; Yaqing Hou
ICML 2026 Poster
https://openreview.net/forum?id=vJsJPNRFIJ
icml2026.csv
2,026
ICML
Unsupervised Diffusion for Combinatorial Optimization via Adjoint Matching
Shengyu Feng; Tarun Suresh; Yiming Yang
ICML 2026 Poster
https://openreview.net/forum?id=y6LGSCnNOz
icml2026.csv
2,026
ICML
Generative Large Neighborhood Search: Scalable Set Cover Optimization via Discrete Diffusion
Achref Jaziri; Thibaut Cuvelier; Bruno De Backer
ICML 2026 Poster
https://openreview.net/forum?id=zU2ZZB5wmF
icml2026.csv
2,026
ICML
Prompt Estimation from Prototypes for Federated Prompt Tuning of Vision Transformers
Yashwanth Mandula; Sharannya Ghosh; Aditay Tripathi; Anirban Chakraborty
ICML 2026 Poster
TMLR-2026
icml2026.csv
2,026
ICML
Controlled LLM Training on Spectral Sphere
Tian Xie; Haoming Luo; Haoyu Tang; Hu Yiwen; Jason Liu; Qingnan Ren; Yang Wang; Xin Zhao; Rui Yan; Bing Su; Chong Luo; Baining Guo
ICML 2026 Poster
https://openreview.net/forum?id=5kTn1c3vtt
icml2026.csv
2,026
ICML
Gradient Descent as a Perceptron Algorithm: Understanding Dynamics and Implicit Acceleration
Alexander Tyurin
ICML 2026 Poster
https://openreview.net/forum?id=3M1Nsgd9Fb
icml2026.csv
2,026
ICML
Near-Universal Multiplicative Updates for Nonnegative Einsum Factorization
John Hood; Aaron Schein
ICML 2026 Poster
https://openreview.net/forum?id=SdKzHplaIq
icml2026.csv
2,026
ICML
Position: Profiling Game Worlds by Transition Complexity
Lele Cao
ICML 2026 Poster
https://openreview.net/forum?id=oGKdYhWZP0
icml2026.csv
2,026
ICML
ECCO: Evidence-Driven Causal Reasoning for Compiler Optimization
Haolin Pan; Lianghong Huang; Dong Jinyuan; Mingjie Xing; Yanjun Wu
ICML 2026 Poster
https://openreview.net/forum?id=YvqOTT5S9Y
icml2026.csv
2,026
ICML
GradientStabilizer: Fix the Norm, Not the Gradient
Tianjin Huang; Zhangyang “Atlas” Wang; Haotian Hu; Zhenyu Zhang; Gaojie Jin; Xiang Li; Li Shen; Jiaxing Shang; Tianlong Chen; Ke Li; Lu Liu; Qingsong Wen; Shiwei Liu
ICML 2026 Poster
https://openreview.net/forum?id=UZ8e5kivVf
icml2026.csv
2,026
ICML
Solving Stochastic Variational Inequalities without the Bounded Variance Assumption
Ahmet Alacaoglu; Jun-Hyun Kim
ICML 2026 Poster
https://openreview.net/forum?id=cHxls6cHDF
icml2026.csv
2,026
ICML
A General Neural Backbone for Mixed-Integer Linear Optimization via Dual Attention
Peixin Huang; Yaoxin Wu; Yining Ma; Cathy Wu; Wen Song; Wei Zhang
ICML 2026 Poster
https://openreview.net/forum?id=fBAMvSNH8N
icml2026.csv
2,026
ICML
Exploiting weight-space symmetries for approximating curvature
Artem Artemev; Rui Xia; Benjamin M. Boyd; Youjing Yu; Felix Dangel; Guillaume Hennequin; Alberto Bernacchia
ICML 2026 Poster
https://openreview.net/forum?id=yiq2tZojBK
icml2026.csv
2,026
ICML
Supervised Guidance Training for Infinite-Dimensional Diffusion Models
Elizabeth Baker; Alexander Denker; Jes Frellsen
ICML 2026 Poster
https://openreview.net/forum?id=hK7mJYY2aj
icml2026.csv
2,026
ICML
Dimension-Free Multimodal Sampling via Preconditioned Annealed Langevin Dynamics
Lorenzo Baldassari; Josselin Garnier; Knut Solna; Maarten de Hoop
ICML 2026 Poster
https://openreview.net/forum?id=3wMM5NEFvr
icml2026.csv
2,026
ICML
Simple Unbiased Derivative Free Inference-Time Scaling for Diffusion Models via Sequential Monte Carlo on Path Measures
Chenyang Wang; Weizhong Wang; Yinuo Ren; Jose Blanchet; Yiping Lu
ICML 2026 Poster
https://openreview.net/forum?id=TWTZ2kmojU
icml2026.csv
2,026
ICML
Local Hessian Spectral Filtering for Robust Intrinsic Dimension Estimation
Genki Osada
ICML 2026 Poster
https://openreview.net/forum?id=rJ2gMA21ZW
icml2026.csv
2,026
ICML
Selective Concept Bottleneck Models Without Predefined Concepts
Simon Schrodi; Julian Schur; Max Argus; Thomas Brox
ICML 2026 Poster
TMLR-2026
icml2026.csv
2,026
ICML
Position: Uncertainty Quantification in LLMs is Just Unsupervised Clustering
Tiejin Chen; Longchao Da; Xiaoou Liu; Hua Wei
ICML 2026 Poster
https://openreview.net/forum?id=sGp6f1I8r7
icml2026.csv
2,026
ICML
Position: We Need A Unified Definition of Hallucination (It’s The World Model, Stupid!)
Emmy Liu; Varun Prashant Gangal; Chelsea Zou; Michael Yu; Xiaoqi Huang; Alex Chang; Zhuofu Tao; Karanpartap Singh; Sachin Kumar; Steven Feng
ICML 2026 Poster
https://openreview.net/forum?id=t4lDjFq5lb
icml2026.csv
2,026
ICML
Sem-Detect: Semantic Level Detection of AI Generated Peer-Reviews
André Duarte; Brian Tufts; Aditya Oke; Fei Fang; Arlindo Oliveira; Lei Li
ICML 2026 Poster
https://openreview.net/forum?id=3S9eVockjL
icml2026.csv
2,026
ICML
How much can language models memorize?
John Morris; Chawin Sitawarin; Narine Kokhlikyan; Chuan Guo; Edward Suh; Alexander Rush; Kamalika Chaudhuri; Saeed Mahloujifar
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
Domain Restriction via SAE Multi-Layer Transitions
Elias Shaheen; Avi Mendelson
ICML 2026 Poster
https://openreview.net/forum?id=5Qpy3uTD05
icml2026.csv
2,026
ICML
Reason with Thumbnails, Answer with Focus: An Efficient and Effective Paradigm for Multimodal Grounded Visual Reasoning
An-Lan Wang; Guozhi Tang; Lei Liao; Hanshen Zhu; Kai Huang; Jingqun Tang; Jiaming Zhou; Kun-Yu Lin
ICML 2026 Poster
https://openreview.net/forum?id=1iqVgRPjle
icml2026.csv
2,026
ICML
The ACE Protocol: Operationalizing Language Model Activations for Better Calibration and Utility
Nishant Subramani; Palash Goyal; Yiwen Song; Mani Malek; Yuan Xue; Tomas Pfister; Hamid Palangi
ICML 2026 Poster
https://openreview.net/forum?id=67lpPXbYf6
icml2026.csv
2,026
ICML
Query Circuits: Explaining How Language Models Answer User Prompts
Tung-Yu Wu; Fazl Barez
ICML 2026 Poster
https://openreview.net/forum?id=7F0sragazb
icml2026.csv
2,026
ICML
SVD as a Fast Interpretability Method for Transformers
Min Xue; Artur Andrzejak
ICML 2026 Poster
https://openreview.net/forum?id=7tt8TwMjdJ
icml2026.csv
2,026
ICML
Beyond External Monitors: Enhancing Transparency of Large Language Models for Easier Monitoring
Guanxu Chen; Dongrui Liu; Tao Luo; Lijie Hu; Qihao Lin; Jing Shao
ICML 2026 Poster
https://openreview.net/forum?id=8yrdEj23Hj
icml2026.csv
2,026
ICML
Certified Circuits: Stability Guarantees for Mechanistic Circuits
Alaa Anani; Tobias Lorenz; Bernt Schiele; Mario Fritz; Jonas Fischer
ICML 2026 Poster
https://openreview.net/forum?id=IU0c9sP5b5
icml2026.csv
2,026
ICML
On The Variability Of Concept Activation Vectors
Julia Wenkmann; Damien Garreau
ICML 2026 Poster
https://openreview.net/forum?id=Ih5NfDUiOz
icml2026.csv
2,026
ICML
Dual Mechanisms of Value Expression: Intrinsic vs. Prompted Values in Large Language Models
Jongwook Han; Jongwon Lim; Injin Kong; Yohan Jo
ICML 2026 Poster
https://openreview.net/forum?id=IjLOXSP41n
icml2026.csv
2,026
ICML
Selective Disclosure Watermarking for Large Language Models
Xuyang Chen; Xiang Li; Yangxinyu Xie; Qi Long
ICML 2026 Poster
https://openreview.net/forum?id=Oi1AISOxzt
icml2026.csv
2,026
ICML
EPiC: Efficient Video Camera Control Learning with Precise Anchor-Video Guidance
Zun Wang; Jaemin Cho; Jialu Li; Han Lin; Jaehong Yoon; Yue Zhang; Mohit Bansal
ICML 2026 Poster
https://openreview.net/forum?id=69u8BZXVXJ
icml2026.csv
2,026
ICML
A Distributional View for Visual Mechanistic Interpretability: KL-Minimal Soft-Constraint Principle
Guancheng Zhou; Yisi Luo; Zhengfu He; Zhenyu Jin; Xuyang Ge; Wentao Shu; Deyu Meng; Xipeng Qiu
ICML 2026 Poster
https://openreview.net/forum?id=TZvHUmClPP
icml2026.csv
2,026
ICML
C$^{2}$R: Cross-sample Consistency Regularization Mitigates Feature Splitting and Absorption in Sparse Autoencoders
Haoran Jin; Xiting Wang; Shijie Ren; Hong Xie; Defu Lian
ICML 2026 Poster
https://openreview.net/forum?id=VKFhtdShU0
icml2026.csv
2,026
ICML
DREAM-R: Multimodal Speculative Reasoning with RL-Based Refined Drafting, Precise Verification, and Fully Parallel Execution
Yunhai Hu; Zining Liu; Xiangyang Yin; Tianhua Xia; BO BAO; Eric Sather; Vithursan Thangarasa; Sai Qian Zhang
ICML 2026 Poster
https://openreview.net/forum?id=5Ppjdid5wt
icml2026.csv
2,026
ICML
Block-wise Codeword Embedding for Reliable Multi-bit Text Watermarking
Joeun Kim; HoEun Kim; Dongsup Jin; Young-Sik Kim
ICML 2026 Poster
https://openreview.net/forum?id=Ym1zKxtv8V
icml2026.csv
2,026
ICML
AMDP: Asynchronous Multi-Directional Pipeline Parallelism for Large-Scale Models Training
Ling Chen; Houming Wu; Wenjie Yu
ICML 2026 Poster
https://openreview.net/forum?id=phG3K0m7xt
icml2026.csv
2,026
ICML
PathwayLLM: Explainable Clinical Trajectory Modeling with Structured Pathways for Sepsis Prediction
Zhengqiu Yu; Yueping Ding; Xiangrong Liu
ICML 2026 Poster
https://openreview.net/forum?id=oB7gZX7MKP
icml2026.csv
2,026
ICML
In-Context Learning as Rate–Distortion Optimization
Jiayu Zhang; Changbang Li; Canran Xiao
ICML 2026 Poster
https://openreview.net/forum?id=jLgwk2e1aW
icml2026.csv
2,026
ICML
Finding Most Influential Sets
Lucas D. Konrad; Nikolas Kuschnig
ICML 2026 Poster
https://openreview.net/forum?id=ghd0zmtpB9
icml2026.csv
2,026
ICML
Sparse but Wrong: Incorrect L0 Leads to Incorrect Features in Sparse Autoencoders
David Chanin; Adrià Garriga-Alonso
ICML 2026 Poster
https://openreview.net/forum?id=aYqF2Cv6Cr
icml2026.csv
2,026
ICML
Hidden in Plain Tokens: Simply Robust, Gradient-Free Watermark for Synthetic Audio
Georgios Milis; Yubin Qin; Yihan Wu; Heng Huang
ICML 2026 Poster
https://openreview.net/forum?id=h4bSJMaNgb
icml2026.csv
2,026
ICML
Old Habits Die Hard: How Conversational History Geometrically Traps LLMs
Adi Simhi; Fazl Barez; Martin Tutek; Yonatan Belinkov; Shay Cohen
ICML 2026 Poster
https://openreview.net/forum?id=jNhEZteJfq
icml2026.csv
2,026
ICML
Certificate-Guided Pruning for Stochastic Lipschitz Optimization
Ibne Farabi Shihab; SANJEDA AKTER; Anuj Sharma
ICML 2026 Poster
https://openreview.net/forum?id=9CqZoRWpoc
icml2026.csv
2,026
ICML
Learning a Generative Meta-Model of LLM Activations
Grace Luo; Jiahai Feng; Trevor Darrell; Alec Radford; Jacob Steinhardt
ICML 2026 Poster
https://openreview.net/forum?id=lXX3Bi2Adq
icml2026.csv
2,026
ICML
Training-Free Coverless Multi-Image Steganography with Access Control
Minyeol Bae; Si-Hyeon Lee
ICML 2026 Poster
https://openreview.net/forum?id=8NHVpDRH0a
icml2026.csv
2,026
ICML
Telescope: Improving Zero Shot Detection of LLM Generated Content By Measuring Token Repetition Probability
Joshua Cooper; Christopher Nassif
ICML 2026 Poster
https://openreview.net/forum?id=nTYQWmEu3i
icml2026.csv
2,026
ICML
Group-wise Data Ordering: Enhancing Instruction Tuning of Large Language Models via Embedding Proximity
Yiwen Ye; Boyuan Jiang; Xiaobin Hu; Shengzhi Wang; Xiaozhong Ji; Jinghao Lin; Deli Yu; Jiale Chen; kai wu; Haihua Yang; Yong Xia
ICML 2026 Poster
https://openreview.net/forum?id=cLzxIWy7EU
icml2026.csv
2,026
ICML
Probing Cross-modal Information Hubs in Audio-Visual LLMs
Jihoo Jung; Chaeyoung Jung; Ji-Hoon Kim; Joon Son Chung
ICML 2026 Poster
https://openreview.net/forum?id=nxKRwB1J63
icml2026.csv
2,026
ICML
Aitchison Embeddings for Learning Compositional Graph Representations
Nikolaos Nakis; Chrysoula Kosma; Panagiotis Promponas; Michail Chatzianastasis; Giannis Nikolentzos
ICML 2026 Poster
https://openreview.net/forum?id=GnRZzQr5WR
icml2026.csv
2,026
ICML
RAIGen: Rare Attribute Identification in Text-to-Image Generative Models
Silpa Vadakkeeveetil Sreelatha; Dan Wang; Serge Belongie; Muhammad Awais; Anjan Dutta
ICML 2026 Poster
https://openreview.net/forum?id=oXxf72fqb6
icml2026.csv
2,026
ICML
The Assistant Axis: Situating and Stabilizing the Default Persona of Language Models
Christina Lu; Jack Gallagher; Jonathan Michala; Kyle Fish; Jack Lindsey
ICML 2026 Poster
https://openreview.net/forum?id=q17jVxMtwS
icml2026.csv
2,026
ICML
Interpreting and Enhancing Emotional Circuits in Large Vision-Language Models via Cross-Modal Information Flow
Chengsheng Zhang; Chenghao Sun; Zhining Xie; Xinmei Tian
ICML 2026 Poster
https://openreview.net/forum?id=wnKgWnx8mH
icml2026.csv
2,026
ICML
Position: Anthropomorphic Misalignment Research Needs Stronger Evidence
Vansh Gupta; Peter Nutter; Samuel Stante; Andreas Krause; Florian Tramer; Lukas Fluri; Xin Chen; Anna Hedström
ICML 2026 Poster
https://openreview.net/forum?id=2XifsoNIrs
icml2026.csv
2,026
ICML
VALUEFLOW: Toward Pluralistic and Steerable Value-based Alignment in Large Language Models
Woojin Kim; Sieun Hyeon; Jusang Oh; Jaeyoung Do
ICML 2026 Poster
https://openreview.net/forum?id=6zVV84vnCJ
icml2026.csv
2,026
ICML
Transitivity Meets Cyclicity: Explicit Preference Decomposition for Dynamic Large Language Model Alignment
Yucong Huang; Xiucheng Li; Kaiqi Zhao; Jing Li
ICML 2026 Poster
https://openreview.net/forum?id=7H9HRTWady
icml2026.csv
2,026
ICML
BLOCK-EM: Preventing Emergent Misalignment via Latent Blocking
Muhammed Ustaomeroglu; Guannan Qu
ICML 2026 Poster
https://openreview.net/forum?id=8Q2T5GLl8x
icml2026.csv
2,026
ICML
MESA: Improving MoE Safety Alignment via Decentralized Expertise
Yitong Sun; Yao Huang; Teng Li; Ranjie Duan; Yichi Zhang; Xingjun Ma; Hui Xue'; Xingxing Wei
ICML 2026 Poster
https://openreview.net/forum?id=SObheoDzU8
icml2026.csv
2,026
ICML
Revisiting Robustness for LLM Safety Alignment via Selective Geometry Control
Yonghui Yang; Wenjian Tao; Jilong Liu; Xingyu Zhu; Junfeng Fang; Huang Weibiao; Le Wu; Richang Hong; Tat-Seng Chua
ICML 2026 Poster
https://openreview.net/forum?id=SZ9ePNI4Ps
icml2026.csv
2,026
ICML
Toward Culturally Aligned LLMs through Ontology-Guided Multi-Agent Reasoning
Wonduk Seo; Wonseok Choi; Junseo Koh; Juhyeon Lee; Hyunjin An; Minhyeong Yu; Jian Park; Qingshan Zhou; Seunghyun lee; Yi Bu
ICML 2026 Poster
https://openreview.net/forum?id=hhpU1JMhKR
icml2026.csv
2,026
ICML
Expectation Alignment of Language Models for Real-World User Expectations
Miaomiao Li; Yang Wang; Bin Liang; Shudong Liu; Zhiwei Zhang; Kam-Fai Wong
ICML 2026 Poster
https://openreview.net/forum?id=oTXDESECkY
icml2026.csv
2,026
ICML
Simultaneous Multi-objective Alignment Across Verifiable and Non-verifiable Rewards
Yiran Shen; Yu Xia; Jonathan Chang; Prithviraj Ammanabrolu
ICML 2026 Poster
https://openreview.net/forum?id=tHrIGSL2aY
icml2026.csv
2,026
ICML
Conflict-Aware Adaptive Alignment for LLM Hallucination Mitigation
Ruohan Zong; Yang Zhang; Wang
ICML 2026 Poster
https://openreview.net/forum?id=vk3tfOPtiX
icml2026.csv
2,026
ICML
The Obfuscation Atlas: Mapping Where Honesty Emerges in RLVR with Deception Probes
Mohammad Taufeeque; Stefan Heimersheim; Adam Gleave; Chris Cundy
ICML 2026 Poster
https://openreview.net/forum?id=wrGSN9kAVD
icml2026.csv
2,026
ICML
Latent Space Robust Optimization of Neural Processes with Aligned Stratified Order-Statistic Loss Reduction
Qi Tao; Jiarong Wen; Jing Yang; Guanlin Wu; Zhang Kaiyu; Yiqin Lv; Wumei Du; Xingxing Liang; Qi Wang
ICML 2026 Poster
https://openreview.net/forum?id=W76xuQcrzS
icml2026.csv
2,026
ICML
Split Personality Training: Revealing Latent Knowledge Through Alternate Personalities
Florian Dietz; William Wale; Oscar Gilg; Robert McCarthy; Felix Michalak; Gustavo Danon; Miguelito De Guzman; Dietrich Klakow
ICML 2026 Poster
https://openreview.net/forum?id=zQvKcvs9HE
icml2026.csv
2,026
ICML
Position: Bridge the Gaps between AI Development and Regulation
Mansur Ali Khan; Mehmet Efe Akengin; Osman Salahuddin; Ahmad A. Rushdi
ICML 2026 Poster
https://openreview.net/forum?id=1WYrzYfzVU
icml2026.csv
2,026
ICML
BVS: Bayesian Visual Search with Multimodal Large Language Model for Fine-grained Perception
Geng Li; Yuxin Peng
ICML 2026 Poster
https://openreview.net/forum?id=lTaftMmFZX
icml2026.csv
2,026
ICML
Contextual Rollout Bandits for Reinforcement Learning with Verifiable Rewards
Xiaodong Lu; Xiaohan Wang; Jiajun Chai; Guojun Yin; Wei Lin; Zhijun Chen; Yu Luo; Fuzhen Zhuang; Yikun Ban; deqing wang
ICML 2026 Poster
https://openreview.net/forum?id=weMYE1B16x
icml2026.csv
2,026
ICML
Position: Academic Conferences are Potentially Facing Denominator Gaming Caused by Fully Automated Scientific Agents
Rong Shan; Te Gao; Hang Zheng; Yunjia Xi; Jiachen Zhu; Zeyu Zheng; Yong Yu; Weinan Zhang; Jianghao Lin
ICML 2026 Poster
https://openreview.net/forum?id=36ITkZHUMZ
icml2026.csv
2,026
ICML
Position: Safe AI Should be Resistant and Resilient in an Evolving World
Youbang Sun; Xiang Wang; Jie Fu; Chaochao Lu; Bowen Zhou
ICML 2026 Poster
https://openreview.net/forum?id=ApUb0ToKMN
icml2026.csv
2,026
ICML
Position: Child Safety Necessitates New Approaches to AI Safety
Neil Kale; Rebecca Portnoff; Pratiksha Thaker; Michael Simpson; Robertson Wang; Kevin Kuo; Chhavi Yadav; Virginia Smith
ICML 2026 Poster
https://openreview.net/forum?id=DibvYJhFms
icml2026.csv
2,026
ICML
Position: Safe Models Do Not Guarantee Safe Societies: The Case for Sociopolitical Risk
David Guzman Piedrahita; Dave Banerjee; Changling Li; Terry Zhang; Kevin Blin; Samuel Simko; Punya Pandey; Irene Strauss; Rada Mihalcea; Bernhard Schölkopf; Zhijing Jin
ICML 2026 Poster
https://openreview.net/forum?id=OHcNyZUSw7
icml2026.csv
2,026
ICML
Position: Solipsistic superintelligence is unlikely to be cooperative
Rakshit Trivedi; Natasha Jaques; Logan Cross; Alexander Vezhnevets; Joel Z Leibo
ICML 2026 Poster
https://openreview.net/forum?id=hIsKraIUlJ
icml2026.csv
2,026
ICML
Can Adaptive Gradient Methods Converge under Heavy-Tailed Noise? A Case Study of AdaGrad
Zijian Liu
ICML 2026 Poster
https://openreview.net/forum?id=fiYjuwsbFE
icml2026.csv
2,026
ICML
SARSteer: Safeguarding Large Audio Language Models via Safe-Ablated Refusal Steering
Weilin Lin; Jianze Li; Hui Xiong; Li Liu
ICML 2026 Poster
https://openreview.net/forum?id=2iC5H9k8am
icml2026.csv
2,026
ICML
Hard-Constrained Graph Generation with Discrete-Projection Diffusion
Xuesong Zhang; Haifeng Sun; Qi Qi; Shengkuan Li; Yuhao Li; Tianyi Kou; Zirui Zhuang; Bo He; Jianxin Liao; Jingyu Wang
ICML 2026 Poster
https://openreview.net/forum?id=cbtykHVWX9
icml2026.csv
2,026
ICML
Fleet: Few-Shots Lead Effective AIGI Detection
Jiaan Wang; Sirui Liu; Yu Li; Kaiyuan Yang; Juan Cao; Sheng Tang
ICML 2026 Poster
https://openreview.net/forum?id=3QstqZrwjO
icml2026.csv
2,026
ICML
Learning Rewrite-Invariant Reasoning with Targeted Alternation Training
Mousa Arraf; Ido Guy; Kira Radinsky
ICML 2026 Poster
https://openreview.net/forum?id=Z2qLXu0Yf9
icml2026.csv
2,026
ICML
Reasoning Models Struggle to Control their Chains of Thought
Chen Yueh-Han; Robert McCarthy; Bruce W. Lee; He He; Micah Carroll; Tomek Korbak
ICML 2026 Poster
https://openreview.net/forum?id=3el4fMYQU6
icml2026.csv
2,026
ICML
REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations
Buyun Liang; Jinqi Luo; Liangzu Peng; Kwan Ho Ryan Chan; Darshan Thaker; Kaleab Kinfu; Fengrui Tian; Hamed Hassani; Rene Vidal
ICML 2026 Poster
https://openreview.net/forum?id=53wE3EbrgK
icml2026.csv
2,026
ICML
Securing Multimodal AI through Internal Information Decomposition
Jehyeok Yeon; Hyeonjeong Ha; Qiusi Zhan; Heng Ji
ICML 2026 Poster
https://openreview.net/forum?id=GEzZIUmEqE
icml2026.csv
2,026
ICML
Exploration Hacking: LLMs Can Learn to Resist RL Training
Eyon Jang; Damon Falck; Joschka Cedric Braun; Nathalie Kirch; Achyutha Menon; Perusha Moodley; Scott Emmons; Roland S. Zimmermann; David Lindner
ICML 2026 Poster
https://openreview.net/forum?id=L0EGKqOBpz
icml2026.csv
2,026
ICML
OpenDeception: Learning Deception and Trust in Human–AI Interaction via Multi-Agent Simulation
Yichen Wu; Qianqian Gao; Xudong Pan; Geng Hong; Min Yang
ICML 2026 Poster
https://openreview.net/forum?id=PW8YVqhI6K
icml2026.csv
2,026
ICML
Metis: Learning to Jailbreak LLMs via Self-Evolving Metacognitive Policy Optimization
Huilin Zhou; Jian Zhao; Yilu Zhong; Zhen Liang; Xiuyuan Chen; Yuchen Yuan; Tianle Zhang; Chi Zhang; Lan Zhang; Xuelong Li
ICML 2026 Poster
https://openreview.net/forum?id=VxTzkpoVlB
icml2026.csv
2,026
ICML
MultiBreak: A Scalable and Diverse Multi-turn Jailbreak Benchmark for Evaluating LLM Safety
Jialin Song; Xiaodong Liu; Weiwei Yang; Wuyang Chen; Mingqian Feng; Xuekai Zhu; Jianfeng Gao
ICML 2026 Poster
https://openreview.net/forum?id=WR1IcmCjbl
icml2026.csv
2,026
ICML
Faithful Mobile GUI Agents with Guided Advantage Estimator
Haowen Hu; Pengzhou Cheng; Zheng Wu; Lingzhong Dong; Gongshen Liu; Zhuosheng Zhang
ICML 2026 Poster
https://openreview.net/forum?id=XN7YWDeFeC
icml2026.csv
2,026
ICML
Cure-SFT: Diagnostic-Guided Data Curation for Instruction Tuning
Yuankang Fu; Xinrong Gong; Chen Gong; Tong Zhang; Kaixiang Yang
ICML 2026 Poster
https://openreview.net/forum?id=wTLFM5mWoa
icml2026.csv
2,026
ICML
Self-supervised Hierarchical Visual Reasoning with World Model
Yuanfei Xu; Lin Liu; Wengang Zhou; Mingxiao Feng; Houqiang Li
ICML 2026 Poster
https://openreview.net/forum?id=oxHAClQzWT
icml2026.csv
2,026
ICML
Debate with Images: Detecting Deceptive Behaviors in Multimodal Large Language Models
Sitong Fang; Shiyi Hou; Kaile Wang; Boyuan Chen; Donghai Hong; Jiayi Zhou; Juntao Dai; Yaodong Yang; Jiaming Ji
ICML 2026 Poster
https://openreview.net/forum?id=XgvVGrvhuv
icml2026.csv
2,026
ICML
Are Your Agents Upward Deceivers?
Dadi Guo; Qingyu Liu; Dongrui Liu; Qihan Ren; Shuai Shao; Tianyi Qiu; Haoran Li; Yi Fung; Zhongjie Ba; Juntao Dai; Jiaming Ji; Zhikai Chen; Jialing Tao; Yaodong Yang; Jing Shao; Xia Hu
ICML 2026 Poster
https://openreview.net/forum?id=fKtCkb8Ixj
icml2026.csv
2,026
ICML
Dismantling Pathological Shortcuts: A Causal Framework for Faithful LVLM Decoding
Liu Yu; Can Chen; PING KUANG; Zhikun Feng; Fan Zhou; Gillian Dobbie
ICML 2026 Poster
https://openreview.net/forum?id=g0YWMqCI6I
icml2026.csv
2,026
ICML
Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents
Xu Li; Simon Yu; Minzhou Pan; Yiyou Sun; Bo Li; Dawn Song; Xue Lin; Weiyan Shi
ICML 2026 Poster
https://openreview.net/forum?id=iSuqYRmG4A
icml2026.csv
2,026
ICML
PGD-NO: A Neural Operator with Precomputed Geometry Decomposition for 3D Million-Scale physics simulations
Weiheng Zhong; Jing Bi; Victor Oancea; Hadi Meidani
ICML 2026 Poster
https://openreview.net/forum?id=h5vFCxA37Y
icml2026.csv