year
int64
conference
string
title
string
authors
string
venue_or_track
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url
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source_file
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2,026
ICML
Variational Speculative Decoding: Rethinking Draft Training from Token Likelihood to Sequence Acceptance
Xiandong Zou; Jianshu Li; Jing Huang; Pan Zhou
ICML 2026 Poster
https://openreview.net/forum?id=7xO0ADKJu8
icml2026.csv
2,026
ICML
RGGT: A Generative-Prior-Guided Transformer for Unified Rigid and Non-Rigid Point Cloud Registration
Chengyu Zheng; Songlin Yang; Jin Huang; Honghua Chen; Weiming Wang; Haoran Xie; Fu Lee Wang; Mingqiang Wei
ICML 2026 Poster
https://openreview.net/forum?id=aZWB7XzT6n
icml2026.csv
2,026
ICML
AutoRAS: Learning Robust Agentic Systems with Primitive Representations
Yang Yue; Xuancheng Zhu; YuYang Ma; Guoshun Nan; Zihan Dou; JingRu Shan; Congyu Guo; Ji Zhang; Hua Wang; Jingfeng Zhang
ICML 2026 Poster
https://openreview.net/forum?id=7zTV4dvdGB
icml2026.csv
2,026
ICML
NeUQI: Near-Optimal Uniform Quantization Parameter Initialization for Low-Bit LLMs
Li Lin; Xinyu Hu; Xiaojun Wan
ICML 2026 Poster
https://openreview.net/forum?id=AnCy6IUr2V
icml2026.csv
2,026
ICML
How to Train Your Advisor: Steering Black-Box LLMs with Advisor Models
Parth Asawa; Alan Zhu; Abigail O'Neill; Matei Zaharia; Alex Dimakis; Joseph E Gonzalez
ICML 2026 Poster
https://openreview.net/forum?id=AvRUMTdFzX
icml2026.csv
2,026
ICML
Multicalibration Yields Better Matchings
Riccardo Colini Baldeschi; Simone Di Gregorio; Simone Fioravanti; Federico Fusco; Ido Guy; Daniel Haimovich; Stefano Leonardi; Fridolin Linder; Lorenzo Perini; Matteo Russo; Cem Sirin; Niek Tax
ICML 2026 Poster
https://openreview.net/forum?id=G1bzbJtcHD
icml2026.csv
2,026
ICML
Measuring Intent Comprehension in LLMs
Nadav Kunievsky; James Evans
ICML 2026 Poster
https://openreview.net/forum?id=qhFEKDeBsO
icml2026.csv
2,026
ICML
Efficient numeracy in language models through single-token number embeddings
Linus Kreitner; Paul Hager; Jonathan Mengedoht; Georgios Kaissis; Daniel Rueckert; Martin Menten
ICML 2026 Poster
https://openreview.net/forum?id=Bh4Ubk80M8
icml2026.csv
2,026
ICML
Capacity-Aware Mixture Law Enables Efficient LLM Data Optimization
Jingwei Li; Xinran Gu; Jingzhao Zhang
ICML 2026 Poster
https://openreview.net/forum?id=DDtL4VOUcT
icml2026.csv
2,026
ICML
SemBind: Binding Diffusion Watermarks to Semantics Against Black-Box Forgery Attacks
Xin Zhang; Zijin Yang; Kejiang Chen; Linfeng Ma; Weiming Zhang; Nenghai Yu
ICML 2026 Poster
https://openreview.net/forum?id=Sva22o2fRs
icml2026.csv
2,026
ICML
Least-Loaded Expert Parallelism: Load Balancing An Imbalanced Mixture-of-Experts
Xuan-Phi Nguyen; Shrey Pandit; Austin Xu; Caiming Xiong; Shafiq Joty
ICML 2026 Poster
https://openreview.net/forum?id=DFi6hHce5t
icml2026.csv
2,026
ICML
Maximum Likelihood Reinforcement Learning
Fahim Tajwar; Guanning Zeng; Yueer Zhou; Yuda Song; Daman Arora; Yiding Jiang; Jeff Schneider; Russ Salakhutdinov; Haiwen Feng; Andrea Zanette
ICML 2026 Poster
https://openreview.net/forum?id=EeuLO2BjFN
icml2026.csv
2,026
ICML
From Growing to Looping: A Unified View of Iterative Computation in LLMs
Ferdinand Kapl; Emmanouil Angelis; Kaitlin Maile; Johannes von Oswald; Stefan Bauer
ICML 2026 Poster
https://openreview.net/forum?id=FrXKVuK0yS
icml2026.csv
2,026
ICML
Deep Flow Networks
Ozan Candogan; Ayoub Foussoul
ICML 2026 Poster
https://openreview.net/forum?id=Z7rhDaBvBo
icml2026.csv
2,026
ICML
$\texttt{Multi}^2$: Hierarchical Multi-Agent Decision-Making with LLM-Based Agents in Interactive Environments
Sangeun Park; Minhae Kwon
ICML 2026 Poster
https://openreview.net/forum?id=H0tMEp0ZmO
icml2026.csv
2,026
ICML
Eigenvectors of Experts are Training-free Non-collapsing Routers
Giang Do; Hung Le; Truyen Tran
ICML 2026 Poster
https://openreview.net/forum?id=H1mxs9qGQX
icml2026.csv
2,026
ICML
RLIE: Rule Generation with Logistic Regression, Iterative Refinement, and Evaluation for Large Language Models
Yang Yang; Hua XU; Zhangyi Hu; Yutao Yue
ICML 2026 Poster
https://openreview.net/forum?id=H4wc2tjCNG
icml2026.csv
2,026
ICML
Low-cost Full Fine-tuning: Learning What to Update for LLMs
Li; Yaming Guo; Shenghao Gao; Xinlong Chen; Zuhao Xu; Ying Sun; Chao Wang; Hui Xiong
ICML 2026 Poster
https://openreview.net/forum?id=HXrSe2LYFc
icml2026.csv
2,026
ICML
Mind the Gap: Structure-Aware Consistency in Preference Learning
Mehryar Mohri; Yutao Zhong
ICML 2026 Poster
https://openreview.net/forum?id=J6AIZuAN81
icml2026.csv
2,026
ICML
Chain-of-Glimpse: Search-Guided Progressive Object-Grounded Reasoning for Video Understanding
ZHIXUAN WU; Quanxing Zha; Teng Wang; Genbao Xu; Wenyuan Gu; Wei Rao; Nan Ma; Bo Cheng; Soujanya Poria
ICML 2026 Poster
https://openreview.net/forum?id=J9cU4mVavU
icml2026.csv
2,026
ICML
Cache Coherent Resampling for Efficient Test Time Scaling in LLM Reasoning via Adaptive Sequential Monte Carlo
Ke Wang; ZEHAO Yu; Luwei Wang; Yongchao Huang
ICML 2026 Poster
https://openreview.net/forum?id=JN6wxUGmW8
icml2026.csv
2,026
ICML
Decomposed On-Policy Distillation for Vision-Language Reasoning: Steering Gradients for Visual Grounding
Hee Suk Yoon; Eunseop Yoon; Jaehyun Jang; SooHwan Eom; Ji Woo Hong; Mark Hasegawa-Johnson; Qi Dai; Chong Luo; Chang D. Yoo
ICML 2026 Poster
https://openreview.net/forum?id=Jb1YBPqyb7
icml2026.csv
2,026
ICML
$R^3$DAO: Reactive Recovery and Reconstruction for Long-horizon Data Agent Orchestration
Quanxin Liu; Yijun Mo; Ruida Xu; Jianwei Zhong; Changhu Chen; Rui Hao
ICML 2026 Poster
https://openreview.net/forum?id=KxOlRNsRDG
icml2026.csv
2,026
ICML
On the Limits of Test-Time Compute: Sequential Reward Filtering for Better Inference
Yue Yu; Qiwei Di; Quanquan Gu; Dongruo Zhou
ICML 2026 Poster
https://openreview.net/forum?id=LptCWUvaP9
icml2026.csv
2,026
ICML
The Secret Engine Behind RLHF: It's Contarstive Learning All Along
Xufei Lv; Kehai Chen; Haoyuan Sun; Xuefeng Bai; Min zhang; Houde Liu
ICML 2026 Poster
https://openreview.net/forum?id=MJ25gbGhPu
icml2026.csv
2,026
ICML
BARRED: Synthetic Training of Custom Policy Guardrails via Asymmetric Debate
Arnon Mazza; Elad Levi
ICML 2026 Poster
https://openreview.net/forum?id=PGSCzFVigx
icml2026.csv
2,026
ICML
A model of errors in transformers
Suvrat Raju; Praneeth Kumar Netrapalli
ICML 2026 Poster
https://openreview.net/forum?id=fbabBXNeqw
icml2026.csv
2,026
ICML
Smaller Models are Natural Explorers for Policy-Level Diversity in GRPO
Yiming Ren; Yiran Xu; Zicheng Lin; Chufan Shi; Yukang Chen; Dingdong WANG; Tianhe Wu; Junjie Wang; Yujiu Yang; Yu Qiao; Ruihang Chu
ICML 2026 Poster
https://openreview.net/forum?id=PI2xku6EDA
icml2026.csv
2,026
ICML
Training–Inference Consistent Segmented Execution for Long-Context LLMs
Xianpeng Shang; Jiang Li; Zehua Duo; Qianyi Cai; Xiangdong Su
ICML 2026 Poster
https://openreview.net/forum?id=PoRigyDOcC
icml2026.csv
2,026
ICML
Maximizing mutual information between prompt and response improves LLM performance with no additional data
Hyunji (Alex) Nam; Haoran Li; Natasha Jaques
ICML 2026 Poster
https://openreview.net/forum?id=Q6iMYPaSIv
icml2026.csv
2,026
ICML
Automatic Pruning Discovery for Large Language Models
Haidong Kang; Lihong Lin; Enneng Yang; Hong-Ning Dai; Hao Wang
ICML 2026 Poster
https://openreview.net/forum?id=Qay3nI9WRv
icml2026.csv
2,026
ICML
Chiral Symmetry Breaking in Transformers: A Group-Equivariant Framework for Solving the Reversal Curse via Adjoint Manifold Mappings
Hanji Du
ICML 2026 Poster
https://openreview.net/forum?id=QlhlGcqbdW
icml2026.csv
2,026
ICML
SMILE: Extended Deep Submodular Function-Based Instruction and In-context Learning Demonstration Selection
Zihan Chen; Chengshuai Shi; Song Wang; Jundong Li; Cong Shen
ICML 2026 Poster
https://openreview.net/forum?id=R8hivF3AkV
icml2026.csv
2,026
ICML
Neural Logistic Bandits
Seoungbin Bae; Dabeen Lee
ICML 2026 Poster
https://openreview.net/forum?id=vT5PBMLBvx
icml2026.csv
2,026
ICML
DB-KSVD: Scalable Alternating Optimization for Disentangling High-Dimensional Embedding Spaces
Romeo Valentin; Sydney Katz; Vincent Vanhoucke; Mykel Kochenderfer
ICML 2026 Poster
https://openreview.net/forum?id=RLNfZ407i8
icml2026.csv
2,026
ICML
LoSA: Locality Aware Sparse Attention in Diffusion Language Models
Haocheng Xi; Harman Singh; Yuezhou Hu; Coleman Hooper; Rishabh Tiwari; Aditya Tomar; Wonjun Kang; Minjae Lee; Michael Mahoney; Chenfeng Xu; Kurt Keutzer; Amir Gholaminejad
ICML 2026 Poster
https://openreview.net/forum?id=SMhHoUepeR
icml2026.csv
2,026
ICML
Gradient Regularization Prevents Reward Hacking in Reinforcement Learning from Human Feedback and Verifiable Rewards
Johannes Ackermann; Michael Noukhovitch; Takashi Ishida; Masashi Sugiyama
ICML 2026 Poster
https://openreview.net/forum?id=T67db38qhr
icml2026.csv
2,026
ICML
TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning
Zhepei Wei; Xiao Yang; Kai Sun; Jiaqi Wang; Rulin Shao; Jingxiang Chen; Mohammad Kachuee; Teja Gollapudi; Yiwei Liao; Nicolas SCHEFFER; Rakesh Wanga; Anuj Kumar; Yu Meng; Scott Yih; Xin Dong
ICML 2026 Poster
https://openreview.net/forum?id=TnJMJm3Fbi
icml2026.csv
2,026
ICML
Closing the Expression Gap in LLM Instructions via Socratic Questioning
Jianwen Sun; Yukang Feng; Yifan Chang; Chuanhao Li; Zizhen Li; Jiaxin Ai; Fanrui Zhang; Yu Dai; Kaipeng Zhang
ICML 2026 Poster
https://openreview.net/forum?id=UzEXl80a12
icml2026.csv
2,026
ICML
Dependence-Aware Label Aggregation for LLM-as-a-Judge via Ising Models
Krishna Balasubramanian; Aleksandr Podkopaev; Shiva Kasiviswanathan
ICML 2026 Poster
https://openreview.net/forum?id=VCU3hGm0O6
icml2026.csv
2,026
ICML
TG-RAG: A Retrieval-Augmented Framework for Reasoning Guidance in Specialized Domains
Liang Su; Mingyang Zhang; Yun Xiong; Tengfei LIU; Siwei Zhang; Xi Chen; Li Sun
ICML 2026 Poster
https://openreview.net/forum?id=W34UyCRQel
icml2026.csv
2,026
ICML
ThetaEvolve: Test-time Learning on Open Problems
Yiping Wang; Shao-Rong Su; Zhiyuan Zeng; Eva Xu; Liliang Ren; Xinyu Yang; Zeyi Huang; Xuehai He; Luyao Ma; Baolin Peng; Hao Cheng; Pengcheng He; Weizhu Chen; Shuohang Wang; Simon Du; Yelong Shen
ICML 2026 Poster
https://openreview.net/forum?id=XHP568OuIl
icml2026.csv
2,026
ICML
Less is More: Geometric Unlearning for LLMs with Minimal Data Disclosure
Chenchen Tan; Xinghao Li; Shujie Cui; Youyang Qu; Cunjian Chen; Longxiang Gao
ICML 2026 Poster
https://openreview.net/forum?id=XmWKBDYmtk
icml2026.csv
2,026
ICML
Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents
Jiawei Wang; Jiacai Liu; Yuqian Fu; Yingru Li; Xintao Wang; Yuan Lin; Lin Zhang; YuYue; Yang Wang; WANG KE
ICML 2026 Poster
https://openreview.net/forum?id=YVNn8t1XMX
icml2026.csv
2,026
ICML
On the "Induction Bias" in Sequence Models
MohammadReza Ebrahimi; Michaël Defferrard; Sunny Panchal; Roland Memisevic
ICML 2026 Poster
https://openreview.net/forum?id=ZFDFVLjrka
icml2026.csv
2,026
ICML
Disentangling Latent Risk Pathways via Bayesian Hypergraph Inference
Shengxian Ding; Haonan Gao; Pangpang Liu; Xinyuan Tian; Yize Zhao
ICML 2026 Oral
https://openreview.net/group?id=ICML.cc/2026/Conference
icml2026.csv
2,026
ICML
SHINE: A Scalable In-Context Hypernetwork for Mapping Context to LoRA in a Single Pass
Yewei Liu; Xiyuan Wang; Yansheng Mao; Yoav Gelberg; Haggai Maron; Muhan Zhang
ICML 2026 Poster
https://openreview.net/forum?id=ZMexYcAibv
icml2026.csv
2,026
ICML
FAIR-Calib: Frontier-Aware Instability-Reweighted Calibration for Post-Training Quantization of Diffusion Large Language Models
Haoyu Huang; Linlin Yang; Sheng Xu; Boyu Liu; Guodong Guo; Zhongqian Fu; Hang Zhou; Baochang Zhang
ICML 2026 Poster
https://openreview.net/forum?id=bIHzsBaiu8
icml2026.csv
2,026
ICML
Training AI Co-Scientists Using Rubric Rewards
Shashwat Goel; Rishi Hazra; Dulhan Jayalath; Timon Willi; Parag Jain; Shen; Ilias Leontiadis; Francesco Barbieri; Yoram Bachrach; Jonas Geiping; Chenxi Whitehouse
ICML 2026 Poster
https://openreview.net/forum?id=bTySLCPXHO
icml2026.csv
2,026
ICML
Effective MoE-based LLM Compression by Exploiting Heterogeneous Inter-Group Experts Routing Frequency and Information Density
Zhendong Mi; Yixiao Chen; Pu Zhao; Xiaodong Yu; Hao Wang; Yanzhi Wang; Shaoyi Huang
ICML 2026 Poster
https://openreview.net/forum?id=czym69s5GU
icml2026.csv
2,026
ICML
Hybrid Policy Distillation for LLMs
Wenhong Zhu; Ruobing Xie; Rui Wang; Pengfei Liu
ICML 2026 Poster
https://openreview.net/forum?id=eFBO8ECxb2
icml2026.csv
2,026
ICML
SWE-ABS: Adversarial Benchmark Strengthening Exposes Inflated Success Rates on Test-based Benchmark
Boxi Yu; Yang Cao; Yuzhong Zhang; Liting Lin; Junjielong Xu; Zhiqing Zhong; Qinghua Xu; Guancheng Wang; Jialun Cao; Shing-Chi Cheung; Pinjia He; Lionel BRIAND
ICML 2026 Poster
https://openreview.net/forum?id=eWzojJ9SGF
icml2026.csv
2,026
ICML
Designing a Conditional Prior Distribution for Flow-Based Generative Models
Noam Issachar; Mohammad Salama; Raanan Fattal; Sagie Benaim
ICML 2026 Poster
TMLR-2026
icml2026.csv
2,026
ICML
OBCache: Optimal Brain KV Cache Pruning for Efficient Long-Context LLM Inference
Yuzhe Gu; Xiyu Liang; Jiaojiao Zhao; Enmao Diao
ICML 2026 Poster
https://openreview.net/forum?id=f58VZpG6ls
icml2026.csv
2,026
ICML
Endogenous Resistance to Activation Steering in Language Models: Evidence for Internal Consistency Monitoring in Llama-3.3-70B
Alex McKenzie; Keenan Pepper; Stijn Servaes; Martin Leitgab; Murat Cubuktepe; Michael Vaiana; Diogo de Lucena; Judd Rosenblatt; Michael Graziano
ICML 2026 Poster
https://openreview.net/forum?id=fYbuhXJ3iq
icml2026.csv
2,026
ICML
Evaluating Robustness of Reasoning Models on Parameterized Logical Problems
Naïm Es-sebbani; Esteban Marquer; Yakoub Salhi; Zied Bouraoui
ICML 2026 Poster
https://openreview.net/forum?id=gnLZWOubWa
icml2026.csv
2,026
ICML
Efficient Parallel Samplers for Recurrent-Depth Models
Jonas Geiping; Xinyu Yang; Guinan Su
ICML 2026 Poster
https://openreview.net/forum?id=h7WBYYJF1Q
icml2026.csv
2,026
ICML
Towards Efficient Large Language Reasoning Models via Extreme-Ratio Chain-of-Thought Compression
Yuntian Tang; Bohan Jia; Wenxuan Huang; Lianyue Zhang; Jiao Xie; Wenxi Li; Wei Li; Jie Hu; Xinghao Chen; Rongrong Ji; Shaohui Lin
ICML 2026 Poster
https://openreview.net/forum?id=hwJ2SZtVij
icml2026.csv
2,026
ICML
Fine-Tuning Without Forgetting In-Context Learning: A Theoretical Analysis of Linear Attention Models
Chungpa Lee; Jy-yong Sohn; Kangwook Lee
ICML 2026 Poster
https://openreview.net/forum?id=jl2f2Y3iuC
icml2026.csv
2,026
ICML
Stabilizing Native Low-Rank LLM Pretraining
Paul Janson; Edouard Oyallon; Eugene Belilovsky
ICML 2026 Poster
https://openreview.net/forum?id=kb5wjkqu8q
icml2026.csv
2,026
ICML
Linear Bandits beyond Inner Product Spaces, the case of Bandit Optimal Transport
Lorenzo Croissant
ICML 2026 Poster
https://openreview.net/forum?id=ugjBMARbyt
icml2026.csv
2,026
ICML
Mechanisms of Introspective Awareness
Uzay Macar; Li Yang; Atticus Wang; Peter Wallich; Emmanuel Ameisen; Jack Lindsey
ICML 2026 Poster
https://openreview.net/forum?id=BwR6sSDWw7
icml2026.csv
2,026
ICML
On the Plasticity and Stability for Post-Training Large Language Models
Wenwen Qiang; Ziyin Gu; Jiahuan Zhou; Jie Hu; Jingyao Wang; Changwen Zheng; Hui Xiong
ICML 2026 Poster
https://openreview.net/forum?id=lOR6zI5peb
icml2026.csv
2,026
ICML
DecAEvolve: Decompose, Adapt, and Evolve, or, Three Pillars of Effective LLM-based Scientific Equation Discovery
Pouya Behzadifar; Parshin Shojaee; Sanchit Kabra; Kazem Meidani; Chandan Reddy
ICML 2026 Poster
https://openreview.net/forum?id=nApMHaYSM6
icml2026.csv
2,026
ICML
Efficient Hallucination Detection for LLMs Using Uncertainty-Aware Attention Heads
Artem Vazhentsev; Lyudmila Rvanova; Gleb Kuzmin; Ekaterina Fadeeva; Ivan Lazichny; Alexander Panchenko; Maxim Panov; Mrinmaya Sachan; Preslav Nakov; Tim Baldwin; Artem Shelmanov
ICML 2026 Poster
https://openreview.net/forum?id=nddfPlfS09
icml2026.csv
2,026
ICML
TEFormer: Structured Bidirectional Temporal Enhancement Modeling in Spiking Transformers
Sicheng Shen; Mingyang Lv; Bing Han; Dongcheng Zhao; Guobin Shen; Feifei Zhao; Yi Zeng
ICML 2026 Poster
https://openreview.net/forum?id=v0AkeYfQGq
icml2026.csv
2,026
ICML
SafeSci: Safety Evaluation of Large Language Models in Science Domains and Beyond
Xiangyang Zhu; Yuan Tian; Qi Jia; Kaiwei Zhang; Zicheng Zhang; Chunyi Li; Zijian Chen; Lu Sun; Kaiyuan Ji; Renrui Zhang; Wei Sun; Guangtao Zhai
ICML 2026 Poster
https://openreview.net/forum?id=pstQMm8R1g
icml2026.csv
2,026
ICML
Memory as a Markov Matrix: Sample Efficient Knowledge Expansion via Token-to-Dictionary Mapping
Kaustubh Vijaykumar Pethkar; Ziyang Xiong; Zuofeng Shang; Yingcong Li
ICML 2026 Poster
https://openreview.net/forum?id=qk3z1iplmP
icml2026.csv
2,026
ICML
NaRA: Noise-Aware LoRA for Parameter-Efficient Fine-Tuning of Diffusion LLMs
Shuaidi Wang; Zhan Zhuang; HUANG Ruping; Yu Zhang
ICML 2026 Poster
https://openreview.net/forum?id=s8UGIRF38a
icml2026.csv
2,026
ICML
Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Deliberation
Haoran Zhang; Yafu Li; Xuyang Hu; Dongrui Liu; Zhilin Wang; Bo Li; Yu Cheng
ICML 2026 Poster
https://openreview.net/forum?id=sfWgUkh5Zj
icml2026.csv
2,026
ICML
Don't Forget Why You Started: Tackling Dual Forgetting in Vision-Language Continual Learning
Borui Kang; Jinrui Gu; Tao Feng; Qi Fan; Yinghuan Shi; Lei Wang; Wenbin Li; Yang Gao
ICML 2026 Poster
https://openreview.net/forum?id=OtuuZ68quP
icml2026.csv
2,026
ICML
CoPE: Continual Probe-guided Expansion for Large Vision-Language Models
Ziqin Wang; Hengyuan Zhao; Qixin Sun; Yilin Li; Kaiyou Song; Xiaolin Hu; Qingpei Guo; Linjiang Huang; Si Liu
ICML 2026 Poster
https://openreview.net/forum?id=ssUgzVTtkB
icml2026.csv
2,026
ICML
TsLLM: Augmenting LLMs for General Time Series Understanding and Prediction
Felix Parker; Nimeesha Chan; Chi Zhang; Kimia Ghobadi
ICML 2026 Poster
https://openreview.net/forum?id=ti6RAEh2ep
icml2026.csv
2,026
ICML
From Diagrams to Code: Multilingual Programming with Visual Design
Linzheng Chai; Jian Yang; Shukai Liu; Wei Zhang; Liran WANG; JinKe; Tao Sun; Congnan Liu; Chenchen Zhang; Hualei Zhu; Jiaheng Liu; Xianjie Wu; Ge Zhang; Tianyu Liu; Zhoujun Li
ICML 2026 Poster
https://openreview.net/forum?id=tkrWQSJEtA
icml2026.csv
2,026
ICML
AdaGC: Enhancing LLM Pretraining Stability via Adaptive Gradient Clipping
Guoxia Wang; Shuai Li; Congliang Chen; Jinle Zeng; Jiabin Yang; Dianhai Yu; Yanjun Ma; Li Shen
ICML 2026 Poster
https://openreview.net/forum?id=uBYlCu8b8Z
icml2026.csv
2,026
ICML
Generation Enhances Understanding in Unified Multimodal Models via Multi-Representation Generation
Zihan Su; Hongyang Wei; Kangrui Cen; Yong Wang; Guanhua CHEN; Chun Yuan; Xiangxiang Chu
ICML 2026 Poster
https://openreview.net/forum?id=uYaNE2Cys2
icml2026.csv
2,026
ICML
Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration
Zhicheng Yang; Zhijiang Guo; Yinya Huang; Yongxin Wang; Dongchun Xie; Hanhui Li; Yiwei Wang; Xiaodan Liang; Jing Tang
ICML 2026 Poster
https://openreview.net/forum?id=v3diR6NstK
icml2026.csv
2,026
ICML
Rewiring Experts on the Fly: Continuous Rerouting for Better Online Adaptation in Mixture-of-Expert models
Guinan Su; Yanwu Yang; Li Shen; Lu Yin; Shiwei Liu; Jonas Geiping
ICML 2026 Poster
https://openreview.net/forum?id=vqOaUyUeO3
icml2026.csv
2,026
ICML
Accordion-Thinking: Self-Regulated Step Summaries for Efficient and Readable LLM Reasoning
Zhicheng Yang; Zhijiang Guo; Yinya Huang; Yongxin Wang; Wenlei Shi; Yiwei Wang; Xiaodan Liang; Jing Tang
ICML 2026 Poster
https://openreview.net/forum?id=vz23iIMvyd
icml2026.csv
2,026
ICML
ParisKV: Fast and Drift-Robust KV-Cache Retrieval for Long-Context LLMs
Yanlin Qi; Xinhang Chen; Huiqiang Jiang; Qitong Wang; Botao Peng; Themis Palpanas
ICML 2026 Poster
https://openreview.net/forum?id=wxD4wTYQXt
icml2026.csv
2,026
ICML
Efficient, Validation-Free Intrinsic Quality Estimation for Large-Scale Face Recognition Datasets
Zhichao Chen; Yongle Zhao; Kaicheng Yang; Meng Yang; Yin Xie; Ziyong Feng
ICML 2026 Poster
https://openreview.net/forum?id=EmMmxTMiGJ
icml2026.csv
2,026
ICML
Towards Understanding Modality Interaction in Multimodal Language Models via Partial Information Decomposition
Wanlong Fang; Tianle Zhang; Wen Tao; Alvin Chan
ICML 2026 Poster
https://openreview.net/forum?id=z7ivDFlnSC
icml2026.csv
2,026
ICML
AVI-Bench: Toward Human-like Audio-Visual Intelligence of Omni-MLLMs
Yaoting Wang; Ziyi Zhang; Wenming Tu; Shaoxuan Xu; Wenjie Du; Cheng Liang; weijun wang; Yuanchao Li; Guangyao Li; Hao Fei; Yuanchun Li; Henghui Ding; Yunxin Liu
ICML 2026 Poster
https://openreview.net/forum?id=zvkcVWBmcF
icml2026.csv
2,026
ICML
Variational Adapter for Cross-modal Similarity Representation
WenZhang Wei; Zhipeng Gui; Dehua Peng; Tiandi Ye; Huayi Wu
ICML 2026 Poster
https://openreview.net/forum?id=BkZ40FNKlL
icml2026.csv
2,026
ICML
Detecting the Semantic Fixed Point: A Geometric Framework for Efficient Inference
Jiawei Gu; Ziyue Qiao; Xiao Luo
ICML 2026 Poster
https://openreview.net/forum?id=DACN5xM4h7
icml2026.csv
2,026
ICML
FG-CLIP 2: A Bilingual Fine-grained Vision-Language Alignment Model
Chunyu Xie; Bin Wang; Fanjing Kong; Jincheng Li; Dawei Liang; Ji Ao; Dawei Leng; Yuhui Yin
ICML 2026 Poster
https://openreview.net/forum?id=Dl8vXnJJQi
icml2026.csv
2,026
ICML
GRAPE: Let GRPO Supervise Query Rewriting by Ranking for Retrieval
Zhaohua Zhang; Jianhuan Zhuo; Muxi Chen; Chenchen Zhao; Wenyu Jiang; Tianwen Jiang; Mingyang Chen; Yutang; Jihong Zhang; Qiuyong Xiao; Zhixun Su
ICML 2026 Poster
https://openreview.net/forum?id=GcOyXiXACP
icml2026.csv
2,026
ICML
Beyond Rewards in RL for Cyber Defence
Elizabeth Bates; Chris Hicks; Vasilios Mavroudis
ICML 2026 Poster
https://openreview.net/forum?id=OFFHV53icH
icml2026.csv
2,026
ICML
Multimodal Function Vectors for Spatial Relations
Shuhao Fu; Esther Goldberg; Ying Nian Wu; Hongjing Lu
ICML 2026 Poster
https://openreview.net/forum?id=KBvnXHCIch
icml2026.csv
2,026
ICML
Denoising without Diffusion: Fixed-Noise Denoiser Anomaly Detection in Tabular Data
Manuel Hirth; Lukas Koberg; Nasser Jazdi; Enkelejda Kasneci
ICML 2026 Poster
https://openreview.net/forum?id=OVVsfomN1P
icml2026.csv
2,026
ICML
Your Latent Reasoning is Secretly Policy Improvement Operator
Arip Asadulaev; Rayan Banerjee; Fakhri Karray; Martin Takac
ICML 2026 Poster
https://openreview.net/forum?id=SCtGXNtk7Q
icml2026.csv
2,026
ICML
SciVideoBench: Benchmarking Scientific Video Reasoning in Large Multimodal Models
Andong Deng; Taojiannan Yang; Shoubin Yu; Lincoln Spencer; Mohit Bansal; Chen Chen; Serena Yeung; Xiaohan Wang
ICML 2026 Poster
https://openreview.net/forum?id=tQaBS1vS3N
icml2026.csv
2,026
ICML
TabularBERT: Binning-Based Self-Supervised Learning for Tabular Representation
Beomjin Park; Seunghwan An; Sungchul Hong; Hosik Choi
ICML 2026 Poster
https://openreview.net/forum?id=VZYOqASdBl
icml2026.csv
2,026
ICML
Capacity-Agnostic Parameter Isolation for Continual Graph Learning
Ye Xiao; Ruikun Li; Zhenyu Yang; Andrey Vasnev; Junbin Gao
ICML 2026 Poster
https://openreview.net/forum?id=hkcF6wKqoq
icml2026.csv
2,026
ICML
MapUQ: Map with Uncertainty Quantification for Robust BEV Vectorized Construction
Shaoyuan Mo; MaQi; l r; Bohan Li; WangKe
ICML 2026 Poster
https://openreview.net/forum?id=WR05xy9mFT
icml2026.csv
2,026
ICML
LLM-based Embeddings: Attention Values Encode Sentence Semantics Better Than Hidden States
Yeqin Zhang; Yunfei Wang; Jiaxuan Chen; Ke Qin; Yizheng Zhao; Cam-Tu Nguyen
ICML 2026 Poster
https://openreview.net/forum?id=nAfV9H2Z1u
icml2026.csv
2,026
ICML
Grounding Functional Similarity by Invariance-Aware Model Stitching
Ioannis Athanasiadis; Anmar Karmush; Michael Felsberg
ICML 2026 Poster
https://openreview.net/forum?id=yUEFOa32CG
icml2026.csv
2,026
ICML
Harnessing Non-Adversarial Robustness in Large Language Models
Qinghua Zhou; Ellina Aleshina; Andrey Lovyagin; Oleg Somov; Mikhail Seleznyov; Alexander Panchenko; Ivan Oseledets; Elena Tutubalina; Ivan Tyukin
ICML 2026 Poster
https://openreview.net/forum?id=7SKS1u6vP1
icml2026.csv
2,026
ICML
JADE: Bridging the Strategic-Operational Gap in Dynamic Agentic RAG
Yiqun Chen; Erhan Zhang; Tianyi Hu; Shijie Wang; Zixuan Yang; Meizhi Zhong; Xiaochi Wei; Yan Gao; YIWU; Yao Hu; Jiaxin Mao
ICML 2026 Poster
https://openreview.net/forum?id=KQT6pf4Mva
icml2026.csv
2,026
ICML
MoCo-EA: Exploiting Adversarial Mode Connectivity for Efficient Evolutionary Attacks
Hyo Seo Kim; Gang Luo; Can Chen; Binghui Wang; Yue Duan; Ren Wang
ICML 2026 Poster
https://openreview.net/forum?id=RB4V5TkIOz
icml2026.csv