year
int64
conference
string
title
string
authors
string
venue_or_track
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url
string
source_file
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2,026
ICML
Symbolic Mixture-of-Experts: Adaptive Skill-based Routing for Heterogeneous Reasoning
Justin Chih-Yao Chen; Sukwon Yun; Elias Stengel-Eskin; Tianlong Chen; Mohit Bansal
ICML 2026 Poster
https://openreview.net/forum?id=M2pbI9uKjW
icml2026.csv
2,026
ICML
LazyAttention: Efficient Retrieval-Augmented Generation with Deferred Positional Encoding
Haocheng Xia; Mihir Pamnani; Hanxi Fang; Supawit Chockchowwat; Yongjoo Park
ICML 2026 Poster
https://openreview.net/forum?id=M9kHwqreN9
icml2026.csv
2,026
ICML
Facts in Stats: Impacts of Pretraining Diversity on Language Model Generalization
Tina Behnia; Puneesh Deora; Christos Thrampoulidis
ICML 2026 Poster
https://openreview.net/forum?id=MF39WUbcmx
icml2026.csv
2,026
ICML
From Patches to Plans: Reasoning Distillation for Repository-Level Program Repair
Chenglin Li; Yisen Xu; Zehao Wang; Shin Hwei Tan; Tse-Hsun (Peter) Chen
ICML 2026 Poster
https://openreview.net/forum?id=MjGhDpCtF9
icml2026.csv
2,026
ICML
Compile to Compress: Boosting Formal Theorem Provers by Compiler Outputs
Guchan Li; Rui Tian; Hongning Wang
ICML 2026 Poster
https://openreview.net/forum?id=NjbMkeaOKD
icml2026.csv
2,026
ICML
SAME: Stabilized Mixture-of-Experts for Multimodal Continual Instruction Tuning
Zhen-Hao Xie Xie; Jun-Tao Tang; Yu-Cheng Shi; Han-Jia Ye; De-Chuan Zhan; Da-Wei Zhou
ICML 2026 Poster
https://openreview.net/forum?id=Nvim88fA66
icml2026.csv
2,026
ICML
Retriever Portfolios: A Principled Approach to Adaptive RAG
Miltiadis Stouras; Vincent Cohen-Addad; Silvio Lattanzi; Ola Svensson
ICML 2026 Poster
https://openreview.net/forum?id=NyGHaciFrK
icml2026.csv
2,026
ICML
More Edits, More Stable: Understanding the Lifelong Normalization in Sequential Model Editing
Xin Ma; Wei Chen; Qi Liu; Derong Xu; Zhi Zheng; Tong Xu; Enhong Chen
ICML 2026 Poster
https://openreview.net/forum?id=OcCpVIcgaY
icml2026.csv
2,026
ICML
Embedding Trust: Semantic Isotropy Predicts Nonfactuality in Long-Form Text Generation
Dhrupad Bhardwaj; Julia Kempe; Tim G. J. Rudner
ICML 2026 Poster
https://openreview.net/forum?id=OrcJhUqdNG
icml2026.csv
2,026
ICML
Think Deep, Not Just Long: Measuring LLM Reasoning Effort via Deep-Thinking Tokens
Wei-Lin Chen; Liqian Peng; Tian Tan; Chao Zhao; Jianhang Chen; Ziqian Lin; Alec Go; Yu Meng
ICML 2026 Poster
https://openreview.net/forum?id=PRSE0U5eGT
icml2026.csv
2,026
ICML
On Training Large Language Models for Long-Horizon Tasks: An Empirical Study of Horizon Length
Sunghwan Kim; Junhee Cho; Beong-woo Kwak; Taeyoon Kwon; Liang Wang; Nan Yang; Xingxing Zhang; Furu Wei; Jinyoung Yeo
ICML 2026 Poster
https://openreview.net/forum?id=PnHfrCMKtp
icml2026.csv
2,026
ICML
Calibrated Knowledge Aggregation in Bayesian Mixture-of-Experts for Continual VQA
Mahsa Mozaffari; Hitesh Sapkota; Yu Kong; Xumin Liu; Qi Yu
ICML 2026 Poster
https://openreview.net/forum?id=ACycnhWzRX
icml2026.csv
2,026
ICML
A Minimal Agent for Automated Theorem Proving
Borja Requena; Austin Letson; Krystian Nowakowski; Izan Beltran Ferreiro; Leopoldo Sarra
ICML 2026 Poster
https://openreview.net/forum?id=QGAOswfVvD
icml2026.csv
2,026
ICML
SmartThinker: Progressive Chain-of-Thought Length Calibration for Efficient Large Language Model Reasoning
Chenzhi Hu; Qinzhe Hu; yuhang xu; Junyi Chen; Ruijie Wang; Shengzhong Liu; Jianxin Li; Fan Wu; Guihai Chen
ICML 2026 Poster
https://openreview.net/forum?id=RciRcJ9LHw
icml2026.csv
2,026
ICML
Prompt Optimization with Minimal Unlabeled Input via Meta-Reasoning
Yuran Sun; Chuan Wu
ICML 2026 Poster
https://openreview.net/forum?id=RdbSgk61V0
icml2026.csv
2,026
ICML
TileQ: Efficient Low-Rank Quantization of Mixture-of-Experts with 2D Tiling
Hongyaoxing Gu; Xinzhe Chen; LIJUAN HU; Liu fangfang
ICML 2026 Poster
https://openreview.net/forum?id=ReSBUj2514
icml2026.csv
2,026
ICML
How Transformers Represent Hierarchies: A Local-to-Global Mechanism
Zhiling Zhou; Tianhao Wang; Zhuoran Yang
ICML 2026 Poster
https://openreview.net/forum?id=ScLLtpPoaE
icml2026.csv
2,026
ICML
Towards Atoms of Large Language Models
Chenhui Hu; Pengfei Cao; Yubo Chen; Kang Liu; Jun Zhao
ICML 2026 Poster
https://openreview.net/forum?id=TaDbT9pZr7
icml2026.csv
2,026
ICML
AlienLM: Alienization of Language for API-Boundary Privacy in Black-Box LLMs
Jaehee Kim; Pilsung Kang
ICML 2026 Poster
https://openreview.net/forum?id=TvskDAb5Uc
icml2026.csv
2,026
ICML
LatentChem: From Textual CoT to Latent Thinking in Chemical Reasoning
Xinwu Ye; Yicheng Mao; Jia Zhang; Yimeng (Yoyo) Liu; Hao Li; Fang Wu; Zhiwei Li; Yuxuan Liao; Zehong Wang; Zhiyuan Liu; Zhenfei Yin; Li Yuan; Phil Torr; Huan Sun; xiangxiang Zeng; Mengdi Wang; Le Cong; Shenghua Gao; Robert Tang
ICML 2026 Poster
https://openreview.net/forum?id=Ul6hU6WkDL
icml2026.csv
2,026
ICML
Antidistillation Fingerprinting
Yixuan Xu; John Kirchenbauer; Yash Savani; Asher Trockman; Alexander Robey; Tom Goldstein; Fei Fang; Zico Kolter
ICML 2026 Poster
https://openreview.net/forum?id=VM9VwbeHcv
icml2026.csv
2,026
ICML
World-Model Inspired Emotion-aware Token Refinement for Training-Free Multimodal Emotion Recognition
Kejun Liu; Yuanyuan Liu; ke Wang; Zhe Chen; Yibing Zhan; Wei Xiang; Hongyan Zhang
ICML 2026 Poster
https://openreview.net/forum?id=ViQO8FlRFR
icml2026.csv
2,026
ICML
Verifying Meta-Awareness via Predictive Rewards in Reasoning Models
Yoonjeon Kim; Doohyuk Jang; Eunho Yang
ICML 2026 Poster
https://openreview.net/forum?id=Vl3tXPbjSH
icml2026.csv
2,026
ICML
The Geometry of Reasoning: Self-Evaluation via Layerwise Trajectory Evolution
Jinhe Bi; Danqi Yan; Yifan Wang; Wenke Huang; Haokun Chen; Guancheng Wan; Mang Ye; Xun Xiao; Hinrich Schuetze; Volker Tresp; Yunpu Ma
ICML 2026 Poster
https://openreview.net/forum?id=WQyrwQwzmK
icml2026.csv
2,026
ICML
VCG-Bench: Towards A Unified Visual-Centric Benchmark for Structured Generation and Editing
Xiaoyan Su; Peijie Dong; Zhenheng Tang; Song Tang; Yuyao Zhai; Kaitao Lin; Liang Chen; Gai Yuhang; Yuyu Luo; Qiang Wang; Xiaowen Chu
ICML 2026 Poster
https://openreview.net/forum?id=XjSd2CtV20
icml2026.csv
2,026
ICML
LK Losses: Direct Acceptance Rate Optimization for Speculative Decoding
Alexander Samarin; Sergei Krutikov; Anton Shevtsov; Sergei Skvortsov; Filipp Fisin; Aleksandr Golubev
ICML 2026 Poster
https://openreview.net/forum?id=ZqnVidXtxV
icml2026.csv
2,026
ICML
WUSH: Near-Optimal Adaptive Transforms for LLM Quantization
Jiale Chen; Vage Egiazarian; Roberto Castro; Torsten Hoefler; Dan Alistarh
ICML 2026 Poster
https://openreview.net/forum?id=ZsECxUkbKB
icml2026.csv
2,026
ICML
Shape of Thought: Progressive Object Assembly via Visual Chain-of-Thought
Yu Huo; Siyu Zhang; Zeng Kun; Haoyue Liu; Owen Lee; Junlin chen; Lu YuQuan; Yifu Guo; Yaodong Liang; Xiaoying Tang
ICML 2026 Poster
https://openreview.net/forum?id=ZsJnkEgh6I
icml2026.csv
2,026
ICML
BIOARC: Discovering Optimal Neural Architectures for Biological Foundation Models
Yi Fang; Haoran Xu; Jiaxin Han; Sirui Ding; Yizhi Wang; Yue Wang; Xuan Wang
ICML 2026 Poster
https://openreview.net/forum?id=9yts8LUZiA
icml2026.csv
2,026
ICML
Configurable Reward Model for Balanced Safety Alignment
Zhengping Jiang; Mehran Khodabandeh; Akash Bharadwaj; Manik Bhandari; Mayur Srungarapu; Anqi Liu; Benjamin Van Durme; Li Chen
ICML 2026 Poster
https://openreview.net/forum?id=aWmEo0tNjs
icml2026.csv
2,026
ICML
A3: an Analytical Low-Rank Approximation Framework for Attention
Jeffrey T. H. Wong; Cheng Zhang; Xinye Cao; Pedro Gimenes; Christos-Savvas Bouganis; George Constantinides; Wayne Luk; Aaron Zhao
ICML 2026 Poster
https://openreview.net/forum?id=aeeo8ZAftQ
icml2026.csv
2,026
ICML
BeaconKV: Key-Value Cache Compression Guided by Beacon Queries for Efficient Large Reasoning Model Inference
Janghyeon Kim; Minsoo Kim; Kyuhong Shim; Jungwook Choi
ICML 2026 Poster
https://openreview.net/forum?id=bgAbffQCrL
icml2026.csv
2,026
ICML
DenseSteer: Steering Small Language Models towards Dense Math Reasoning
Yang Ouyang; Shuhang Lin; Jung-Eun Kim
ICML 2026 Poster
https://openreview.net/forum?id=bkcxLMm3Gp
icml2026.csv
2,026
ICML
CoRe: Context-Robust Remasking for Diffusion Language Models
Kevin Zhai; Sabbir Mollah; Zhenyi Wang; Mubarak Shah
ICML 2026 Poster
https://openreview.net/forum?id=bmKHxLWkz9
icml2026.csv
2,026
ICML
Think in Latent, Explain in Language: Self-Explainable Latent Reasoning
Dayuan Zhao; Shengcao Cao; Yu-Xiong Wang; Liang-Yan Gui
ICML 2026 Poster
https://openreview.net/forum?id=bsgrUQ0RIY
icml2026.csv
2,026
ICML
Controlled SDEs for Long-Horizon Motion Generation under Latent Decision Uncertainty
Han Zhang; Nenggan Zheng
ICML 2026 Poster
https://openreview.net/forum?id=7NOuDCtuMs
icml2026.csv
2,026
ICML
Adaptive Utilization of Low-Rank Adaptation via Conditioned Gating
Guang Yang; Changhao Guan; Chao Huang; Yufeng Chen; Kaiyu Huang
ICML 2026 Poster
https://openreview.net/forum?id=cA7SvKStDh
icml2026.csv
2,026
ICML
Entropy-aware Span-Constrained Optimal Transport for Robust Cross-Tokenizer Knowledge Distillation
Zhi-Ping Liu; Simiao Li; Wei Li; Hanting Chen; Jie Hu; Hua-Lei Yin; Xinghao Chen
ICML 2026 Poster
https://openreview.net/forum?id=ci0YXenfYe
icml2026.csv
2,026
ICML
The Structural Origin of Attention Sink: Variance Discrepancy, Super Neurons, and Dimension Disparity
Siquan Li; Kaiqi Jiang; Jiacheng Sun; Tianyang Hu
ICML 2026 Poster
https://openreview.net/forum?id=dAWFE1gPmJ
icml2026.csv
2,026
ICML
Learning from Fine-Grained Visual Discrepancies: Mitigating Multimodal Hallucinations via In-Context Visual Contrastive Optimization
Haolin Deng; Xin Zou; Zhiwei Jin; Chen Chen; Haonan Lu; Xuming Hu
ICML 2026 Poster
https://openreview.net/forum?id=dtHEthIjmu
icml2026.csv
2,026
ICML
Federated Variational Preference Alignment with Gumbel-Softmax Prior for Personalized User Preferences
Jabin Koo; Hoyoung Kim; Minwoo Jang; Jungseul Ok
ICML 2026 Poster
https://openreview.net/forum?id=duzvT0nDgZ
icml2026.csv
2,026
ICML
ParamMem: Augmenting Language Agents with Parametric Reflective Memory
Tianjun Yao; Yongqiang Chen; Yujia Zheng; Pan Li; Zhiqiang Shen; Kun Zhang
ICML 2026 Poster
https://openreview.net/forum?id=tNosQdV9J1
icml2026.csv
2,026
ICML
Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models
Tianyu Fu; Yichen You; Zekai Chen; Guohao Dai; Huazhong Yang; Yu Wang
ICML 2026 Poster
https://openreview.net/forum?id=eQaJSRZiGn
icml2026.csv
2,026
ICML
Escaping the Verifier: Learning to Reason via Demonstrations
Locke Cai; Max Ryabinin; Ivan Provilkov
ICML 2026 Poster
https://openreview.net/forum?id=pS1khvoxHT
icml2026.csv
2,026
ICML
Error Amplification Limits ANN-to-SNN Conversion in Continuous Control
Zijie Xu; Zihan Huang; Yiting Dong; Kang Chen; Wenxuan Liu; Zhaofei Yu
ICML 2026 Poster
https://openreview.net/forum?id=goVeG3ui1Y
icml2026.csv
2,026
ICML
Graph-Link: Bridging the Semantic-Structural Gap in Text-to-SQL via Constrained Subgraph Induction
Jianwei Zhong; Yijun Mo; Quanxin Liu; Ruida Xu; Yuxi Yang; Ming Chi
ICML 2026 Poster
https://openreview.net/forum?id=eschjhO6uw
icml2026.csv
2,026
ICML
MINIF2F-DAFNY: LLM-Guided Mathematical Theorem Proving via Auto-Active Verification
Mantas Baksys; Sean B Holden; Olivier Bouissou; Stefan Zetzsche
ICML 2026 Poster
https://openreview.net/forum?id=fj5Ec6g7Ez
icml2026.csv
2,026
ICML
RECOVER:Reliable Detection of Unauthorized Data Usage in Text-to-Image Diffusion Models via Inversion Robustness
Yanhao Wei; Xiaokang Zhao; Boheng Li; Yang Zhang; Run Wang
ICML 2026 Poster
https://openreview.net/forum?id=HYZ3ooGuew
icml2026.csv
2,026
ICML
InstEmb: Instruction-Following Embeddings through Glimpses of the Future
Tianhao Gao; Jun Fang; Xiaohui Zhang; Zhiyuan Liu; Chao Liu; Pengzhang Liu; Qixia Jiang
ICML 2026 Poster
https://openreview.net/forum?id=fwWvqAOXMT
icml2026.csv
2,026
ICML
HiCI: Hierarchical Construction–Integration for Long-Context Attention
Xiangyu Zeng; Qi Xu; Yunke Wang; Chang Xu
ICML 2026 Poster
https://openreview.net/forum?id=fz1c8IihEC
icml2026.csv
2,026
ICML
Beyond Next-Token Alignment: Distilling Multimodal Large Language Models via Token Interactions
Lin Chen; zhaoxiaoke; Kun Ding; Weiwei Feng; Changtao Miao; Zili Wang; Guo Wenxuan; Ying Wang; Kaiyuan Zheng; Bo Zhang; Zhe Li; Shiming Xiang
ICML 2026 Poster
https://openreview.net/forum?id=gJy2pIp7gt
icml2026.csv
2,026
ICML
Weaving Graph over Tokens: Contextualizing Structured Sequences for LLMs
Jiaxuan Chen; Zixing Zhang; Ruijun Mao; Wei Sun; Zhicheng Liang; Yuhang Zhang; Yaxi Liu; Fangxin Wang
ICML 2026 Poster
https://openreview.net/forum?id=gbQyvsdfGO
icml2026.csv
2,026
ICML
Position: Artificial Intelligence Needs Meta Intelligence - the Case for Metacognitive AI
Sergei Chuprov; Richard Lange; Leon Reznik; Paulo Shakarian; Raman Zatsarenko; Dmitrii Korobeinikov
ICML 2026 Poster
https://openreview.net/forum?id=KvlztzXQXQ
icml2026.csv
2,026
ICML
dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching
Zhiyuan Liu; Yicun Yang; Yaojie Zhang; Junjie Chen; Chang Zou; Qingyan Wei; Shaobo Wang; Yichen Zhu; Linfeng Zhang
ICML 2026 Poster
https://openreview.net/forum?id=guLrgDb2jB
icml2026.csv
2,026
ICML
OpenIKLR: Bridging the Reasoning Gap in Open-World Scenarios via Iterative Premise Completion
Ye Mo; Chuan Zhou; Fengxiang Cheng; Jialin Yu; Fenrong Liu; Liangming Pan; Sheng Zhou; Haoxuan Li; Zhouchen Lin; Phil Torr
ICML 2026 Poster
https://openreview.net/forum?id=hEcxsQkZpW
icml2026.csv
2,026
ICML
Towards Execution-Grounded Automated AI Research
Chenglei Si; Zitong Yang; Yejin Choi; Emmanuel J Candes; Diyi Yang; Tatsunori Hashimoto
ICML 2026 Poster
https://openreview.net/forum?id=j0PagZWEFo
icml2026.csv
2,026
ICML
Look on Demand: A Cognitive Scheduling Framework for Visual Evidence Acquisition in Multimodal Reasoning
Yang Zhang; Xiaoshuai Sun; Rui Zhao; Wujin Sun; Yidong Chen; Jiayi Ji; Qian Chen; Rongrong Ji
ICML 2026 Poster
https://openreview.net/forum?id=jO7tsly51F
icml2026.csv
2,026
ICML
When to Think, When to Speak: Learning Disclosure Policies for Large Language Model Reasoning
Jiaqi Wei; Xuehang Guo; Pengfei Yu; Xiang Zhang; Wanli Ouyang; Siqi Sun; Qingyun Wang; Chenyu You
ICML 2026 Poster
https://openreview.net/forum?id=jbm51tk6eI
icml2026.csv
2,026
ICML
Distributed Stochastic $K$-Level Optimization Over Networks
Xinwen Zhang; Yihan Zhang; Hongchang Gao; Heng Huang
ICML 2026 Poster
https://openreview.net/forum?id=9akdpFgIDt
icml2026.csv
2,026
ICML
POET-X: Memory-efficient LLM Training by Scaling Orthogonal Transformation
Zeju Qiu; Lixin LIU; Adrian Weller; Han Shi; Weiyang Liu
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
AIR: Post-training Data Selection for Reasoning via Attention Head Influence
Jinrui Liu; Kai Hua; Xuanguang Pan; Ge Zhang; Yong Wang; Shuai Ma; Chongyang Tao
ICML 2026 Poster
https://openreview.net/forum?id=jjHZnkDk5l
icml2026.csv
2,026
ICML
Approximation Preserving Coresets
Milind Prabhu; Chris Schwiegelshohn; Sudarshan Shyam
ICML 2026 Poster
https://openreview.net/forum?id=9YcP7zeO8h
icml2026.csv
2,026
ICML
SafeCompass: Dynamic Chain-of-Thought Steering via Inference-Time Safety Signals
Zeyang Zhang; HAOTIAN XU; Linbao Li; Qi Sun; Xuebo Liu; YU LI; Cheng Zhuo
ICML 2026 Poster
https://openreview.net/forum?id=jojAir1F71
icml2026.csv
2,026
ICML
NanoSpec: Accelerating Speculative Decoding using Minimalist In-Context Vocabularies
Zhiyang Chen; Daliang Xu; Yinyuan Zhang; Chenghua Wang; Mengwei Xu; Yun Ma
ICML 2026 Poster
https://openreview.net/forum?id=karVCJgZDo
icml2026.csv
2,026
ICML
Provably Learning Attention with Queries
Satwik Bhattamishra; Kulin Shah; Michael Hahn; Varun Kanade
ICML 2026 Poster
https://openreview.net/forum?id=gC04O9t1WJ
icml2026.csv
2,026
ICML
LLM Self-Recognition: Steering and Retrieving Activation Signatures
Thibaud Ardoin; Jonas Schäfer; Gerhard Wunder
ICML 2026 Poster
https://openreview.net/forum?id=jekfMVDRqz
icml2026.csv
2,026
ICML
FIRE: Learning to Navigate and Act on Real-World Files via Stateful Reinforcement Learning
Jingyuan Ma; Zheng Li; Rui Li; Siyao Song; Ying Zeng; Minghao Li; Zhifang Sui
ICML 2026 Poster
https://openreview.net/forum?id=lHVxzhqYai
icml2026.csv
2,026
ICML
Decouple Searching from Training: Scaling Data Mixing via Model Merging for Large Language Model Pre-training
Shengrui Li; Fei zhao; Kaiyan Zhao; Jieying Ye; Haifeng Liu; Fangcheng Shi; Zheyong Xie; Yao Hu; Shaosheng Cao
ICML 2026 Poster
https://openreview.net/forum?id=uyRIOjFgOn
icml2026.csv
2,026
ICML
Darwinian Memory: A Training-Free Self-Regulating Memory System for GUI Agent Evolution
Hongze Mi; Yibo Feng; Wenjie Lu; Song Cao; Jinyuan Li; Yanming Li; Xuelin Zhang; Haotian Luo; Songyang Peng; He Cui; Tengfei Tian; Jun Fang; Hua Chai; Naiqiang Tan
ICML 2026 Poster
https://openreview.net/forum?id=tNn9bikyXZ
icml2026.csv
2,026
ICML
Probability-Entropy Calibration: An Elastic Indicator for Adaptive Fine-tuning
Wenhao Yu; Shaohang Wei; Jiahong Liu; Yifan Li; Minda Hu; Aiwei Liu; Hao Zhang; Irwin King
ICML 2026 Poster
https://openreview.net/forum?id=lYBn5XSfEv
icml2026.csv
2,026
ICML
Disentangling meaning from language in LLM-based machine translation
Théo Lasnier; Armel Randy Zebaze; Djamé Seddah; Rachel Bawden; Benoît Sagot
ICML 2026 Poster
https://openreview.net/forum?id=JKSDWukEgN
icml2026.csv
2,026
ICML
UniRRM: Unified Reasoning Reward Models Across Languages and Evaluation Paradigms
Peng Lai; Yichao Du; Junchao Wu; Weibo Gao; Linan Yue; Longyue Wang; Weihua Luo; Derek F. Wong; Guanhua CHEN
ICML 2026 Poster
https://openreview.net/forum?id=laiK6TlhL2
icml2026.csv
2,026
ICML
Attention Illuminates LLM Reasoning: The Uncovered Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization
Yang Li; Zhichen Dong; Yuhan Sun; Weixun Wang; Shaopan Xiong; Yijia Luo; Jiashun Liu; Han Lu; Jiamang Wang; Wenbo Su; Bo Zheng; Junchi Yan
ICML 2026 Poster
https://openreview.net/forum?id=ld40RIJnpb
icml2026.csv
2,026
ICML
A²RBench: An Automatic Paradigm for Formally Verifiable Abstract Reasoning Benchmark Generation
Qingchuan Ma; Yuexiao Ma; Yongkang Xie; Tianyu Xie; Xiawu Zheng; Rongrong Ji
ICML 2026 Poster
https://openreview.net/forum?id=mD8DMkl7Tu
icml2026.csv
2,026
ICML
Can I Have Your Order? Monte-Carlo Tree Search for Slot Filling Ordering in Diffusion Language Models
Joshua Ong; Yu Zhao; Mihaela C. Stoian; Wenda Li; Shay Cohen; Eleonora Giunchiglia
ICML 2026 Poster
https://openreview.net/forum?id=mEfh2cH3AW
icml2026.csv
2,026
ICML
Adaptive Node Feature Selection for Graph Neural Networks
Ali Azizpour; Madeline Navarro; Santiago Segarra
ICML 2026 Poster
https://openreview.net/forum?id=TOAT4Va5VH
icml2026.csv
2,026
ICML
Efficient Training-Free Multi-Token Prediction via Embedding-Space Probing
Raghavv Goel; Mukul Gagrani; Mingu Lee; Christopher Lott
ICML 2026 Poster
https://openreview.net/forum?id=mKj4fO0BU4
icml2026.csv
2,026
ICML
Are Large Reasoning Models Interruptible?
Tsung-Han (Patrick) Wu; Mihran Miroyan; David Chan; Trevor Darrell; Narges Norouzi; Joseph E Gonzalez
ICML 2026 Poster
https://openreview.net/forum?id=mlQWk1DtkN
icml2026.csv
2,026
ICML
No More, No Less: Least-Privilege Language Models
Paulius Rauba; Dominykas Seputis; Patrikas Vanagas; Mihaela van der Schaar
ICML 2026 Poster
https://openreview.net/forum?id=mlQlfZb2rC
icml2026.csv
2,026
ICML
The Geometric Reasoner: Manifold-Informed Latent Foresight Search for Long-Context Reasoning
Ren Zhuang; Ben Wang; Shuifa Sun
ICML 2026 Poster
https://openreview.net/forum?id=mw7BL7AvQc
icml2026.csv
2,026
ICML
Correcting in Hindsight: Editing Past Key-Value States for Robust LLM Reasoning
Mengfei Zhang; Yu Mi; Leijing Zhou
ICML 2026 Poster
https://openreview.net/forum?id=9KVvzabXPG
icml2026.csv
2,026
ICML
Recursive Models for Long-Horizon Reasoning
Zekai Tong; Nati Srebro; Zhiyuan Li
ICML 2026 Poster
https://openreview.net/forum?id=nERMuZtneC
icml2026.csv
2,026
ICML
Stop the Flip-Flop: Context-Preserving Verification for Fast Revocable Diffusion Decoding
Yanzheng Xiang; Lan Wei; Yizhen Yao; Qinglin Zhu; Hanqi Yan; Chen Jin; Philip Teare; Dandan Zhang; Lin Gui; Amrutha Saseendran; Yulan He
ICML 2026 Poster
https://openreview.net/forum?id=nLqXhC5P8t
icml2026.csv
2,026
ICML
Know Thyself, Know Thy User: Intrinsic Dual-Perspective Reasoning for Role-Playing LLMs
Haotong Sun; Yinghui Jiang; Bocheng Xu; Jianye Xie
ICML 2026 Poster
https://openreview.net/forum?id=nbuJuzxigz
icml2026.csv
2,026
ICML
DARTS: Distribution-Aware Active Rollout Trajectory Shaping for Accelerating LLM Reinforcement Learning
Yujie Wang; Siwei Chen; Longzan Luo; Xinyi Liu; Xupeng Miao; Fangcheng Fu; Bin Cui
ICML 2026 Poster
https://openreview.net/forum?id=oFUfz5nsJc
icml2026.csv
2,026
ICML
Compute as Teacher: Turning Inference Compute Into Reference-Free Supervision
Dulhan Jayalath; Shashwat Goel; Thomas Foster; Parag Jain; Suchin Gururangan; Cheng Zhang; Anirudh Goyal; Alan Schelten
ICML 2026 Poster
https://openreview.net/forum?id=oWOYBP7uFd
icml2026.csv
2,026
ICML
LORD-GoF: A Robust Online Detection Approach for LLM Watermarks in Sparse and Mixed Streams
Jiade Xu; Zhouping Li
ICML 2026 Poster
https://openreview.net/forum?id=ovjx7lFuKu
icml2026.csv
2,026
ICML
Algorithmic Primitives and Compositional Geometry of Reasoning in Language Models
Samuel Lippl; Thomas McGee; Kimberly Lopez; Ziwen Pan; Pierce Zhang; Salma Ziadi; Oliver Eberle; Ida Momennejad
ICML 2026 Poster
https://openreview.net/forum?id=ppirVueEj6
icml2026.csv
2,026
ICML
Large Vision–Language Models Get Lost in Attention
Gongli Xi; Ye Tian; Mengyu Yang; Huahui Yi; Liang Lin; Xiaoshuai Hao; Kun Wang; Wendong Wang
ICML 2026 Poster
https://openreview.net/forum?id=pt7x2tJm4L
icml2026.csv
2,026
ICML
Diving into Kronecker Adapters: Component Design Matters
Jiayu Bai; Danchen Yu; Zhenyu Liao; TianQi Hou; Feng Zhou; Robert Qiu; Zenan Ling
ICML 2026 Poster
https://openreview.net/forum?id=q8LOhSzOIU
icml2026.csv
2,026
ICML
Towards Reliable Marking and Verification of AI-Generated Text via Geometry-aware Sentence-level Watermarking
Yubing Ren; Ping Guo; Yanan Cao
ICML 2026 Poster
https://openreview.net/forum?id=r0sWQkr3Jx
icml2026.csv
2,026
ICML
Solving Physics Olympiad via Reinforcement Learning on Physics Simulators
Mihir Prabhudesai; Aryan Satpathy; Yangmin Li; Zheyang Qin; Nikash Bhardwaj; Amir Zadeh; Chuan Li; Katerina Fragkiadaki; Deepak Pathak
ICML 2026 Poster
https://openreview.net/forum?id=rQ7eobSCZZ
icml2026.csv
2,026
ICML
Learning to Remember, Learn, and Forget in Attention-Based Models
Djohan Bonnet; Jamie Lohoff; Jan Finkbeiner; Elidona Shiqerukaj; Emre Neftci
ICML 2026 Poster
https://openreview.net/forum?id=wKMV7mXjUr
icml2026.csv
2,026
ICML
EasyBalance: Cross-Layer Load Balancing in Distributed MoE Inference
Yize Wu; KE GAO; Ling Li; Yanjun Wu
ICML 2026 Poster
https://openreview.net/forum?id=skvrwTDx3m
icml2026.csv
2,026
ICML
The Differences Between Direct Alignment Algorithms are a Blur
Alexey Gorbatovski; Boris Shaposhnikov; Viacheslav Sinii; Alexey Malakhov; Daniil Gavrilov
ICML 2026 Poster
https://openreview.net/forum?id=tCXxWWBjxQ
icml2026.csv
2,026
ICML
AtomWorld: A Benchmark for Evaluating Spatial Reasoning in Large Language Models on Material Structures
Taoyuze Lv; Alexander Chen; Fengyu Xie; Chu Wu; Jeffrey Meng; Dongzhan Zhou; Yingheng Wang; Bram Hoex; Zhicheng Zhong; Tong Xie
ICML 2026 Poster
https://openreview.net/forum?id=tqr5sZlS6Y
icml2026.csv
2,026
ICML
Unlearning in Diffusion Models: A Unified Framework with KL Divergence and Likelihood Constraints
Shervin Khalafi; Alejandro Ribeiro; Dongsheng Ding
ICML 2026 Poster
https://openreview.net/forum?id=98xDF2hkIy
icml2026.csv
2,026
ICML
Beyond Temperature: Hyperfitting as a Late-Stage Geometric Expansion
Meimingwei Li; Yuanhao Ding; Esteban Garces Arias; Christian Heumann
ICML 2026 Poster
https://openreview.net/forum?id=ttOGqk77go
icml2026.csv
2,026
ICML
LUGS: Latent-aware Guidance for Efficient Unmasking in Diffusion Large Language Models
Nuanqiao Shan; Kairong Han; Xinpeng Dong; Kun Kuang
ICML 2026 Poster
https://openreview.net/forum?id=u1EL7dCemU
icml2026.csv
2,026
ICML
The Truth Stays in the Family: Enhancing Contextual Truthfulness via Inherited Heads in Model Lineages
Miso Choi; Seonga Choi; Mincheol Kwon; Woosung Joung; Jinkyu Kim; Jungbeom Lee
ICML 2026 Poster
https://openreview.net/forum?id=unAyphD4hq
icml2026.csv