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How Transformers Learn In-Context Recall Tasks? Optimality, Training Dynamics and Generalization
Quan M. Nguyen, Thanh Nguyen-Tang
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
LeRobot: An Open-Source Library for End-to-End Robot Learning
Remi Cadene, Simon Alibert, Francesco Capuano, Michel Aractingi, Adil Zouitine, Pepijn Kooijmans, Jade Choghari, Martino Russi, Caroline Pascal, Steven Palma, Dana Aubakirova, Mustafa Shukor, Jess Moss, Alexander Soare, Quentin Lhoest, Quentin Gallouédec, Thomas Wolf
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
EXPO: Stable Reinforcement Learning with Expressive Policies
Perry Dong, Qiyang Li, Dorsa Sadigh, Chelsea Finn
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
EdgeMask-HGNN: Learning to Sparsify Hypergraphs for Scalable Node Classification in Hypergraph Neural Networks
Naheed Anjum Arafat, Danda Rawat
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
TIMESLIVER : SYMBOLIC-LINEAR DECOMPOSITION FOR EXPLAINABLE TIME SERIES CLASSIFICATION
Akash Pandey, Payal Mohapatra, Wei Chen, Qi Zhu, Sinan Keten
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Explaining Multimodal LLMs via Intra-Modal Token Interactions
Jiawei Liang, Ruoyu Chen, Xianghao Jiao, Si-Yuan Liang, Shiming Liu, Qunli Zhang, zheng hu, Xiaochun Cao
- 19 Sept 2025 (modified: 17 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Point-Focused Attention Meets Context-Scan State Space: Robust Biological Visual Perception for Point Cloud Representation
Kanglin Qu, Pan Gao, Qun Dai, Yuanhao Sun
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
FutureFill: Fast Generation from Convolutional Sequence Models
Naman Agarwal, Xinyi Chen, Evan Dogariu, Devan Shah, Hubert Strauss, Vladimir Feinberg, Daniel Suo, Peter Bartlett, Elad Hazan
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
RLBFF: Binary Flexible Feedback to bridge between Human Feedback & Verifiable Rewards
Zhilin Wang, Jiaqi Zeng, Olivier Delalleau, Ellie Evans, Daniel Egert, Hoo-Chang Shin, Felipe Soares, Yi Dong, Oleksii Kuchaiev
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Jackal: A Real-World Execution-Based Benchmark Evaluating Large Language Models on Text-to-JQL Tasks
Kevin Frank, Anmol Gulati, Elias Lumer
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
BRAIN: Boltzmann Reinforcement For Analog Ising Networks
Aditya Choudhary, Saaketh Desai, Prasad Iyer
- 19 Sept 2025 (modified: 28 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Feature Consistent 4D Gaussian Splatting for Realistic Dynamic View Synthesis
Boya Shi, Yuan Chang, Naiyang Guan
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
HighClass: Efficient Metagenomic Classification via Quality-Aware Token Mapping and Sparsified Indexing
Arvid E. Gollwitzer, Deepak A. Subramanian, Isaac Tucker, Giovanni Traverso
- 19 Sept 2025 (modified: 17 Feb 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy
Debesh Jha, Nikhil Kumar Tomar, Vanshali Sharma, Quoc-Huy Trinh, Koushik Biswas, Hongyi Pan, Gorkem Durak, Alexander Hann, Jonas Varkey, Hang Viet Dao, Long Dao Van, Binh Nguyen Phuc, Nikolaos Papachrysos, Brandon Rieders, Mark Enrik Geissler, Tyler M. Berzin, Pål Halvorsen, Michael Alexander Riegler, Thomas de Lange, Ulas Bagci
Learning What to Do and What Not To Do: Offline Imitation from Expert and Undesirable Demonstrations
Huy Hoang, Tien Anh Mai, Pradeep Varakantham, Tanvi Verma
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
AutoRubric-R1V: Rubric-Based Generative Rewards for Faithful Multimodal Reasoning
Mengzhao Jia, Zhihan Zhang, Ignacio Cases, Zheyuan Liu, Meng Jiang, Peng Qi
- 19 Sept 2025 (modified: 23 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Are complicated loss functions necessary for teaching LLMs to reason?
Gabriele Carrino, Andrea Sassella, Federico Toschi, Nicolò Brunello, Mark James Carman
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Value Flows
Perry Dong, Chongyi Zheng, Chelsea Finn, Dorsa Sadigh, Benjamin Eysenbach
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
LaCore: Laplacian Cohesive Subgraphs for Graph Representation Learning
Ruoyun Li, Qingyun Li, Yunqi Li
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
ESSA: Evolutionary Strategies for Scalable Alignment
Daria Korotyshova, Boris Shaposhnikov, Alexey Malakhov, Alexey Khokhulin, Nikita Surnachev, Kirill Ovcharenko, George Bredis, Alexey Gorbatovski, Viacheslav Sinii, Daniil Gavrilov
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Do LLMs Really Understand Code? A Semantic Benchmark with Automated Question Generation and Evaluation
Jade Xu, Renliang Sun, Kaiqiao Han, Han Zhang, Chengyue Wang, Haixin Wang, Zijian Ding, Wei Wang, Jason Cong, Yizhou Sun
- 19 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Coded-Smoothing Module: Coding Theory Helps Generalization
Parsa Moradi, Tayyebeh Jahani-Nezhad, Mohammad Ali Maddah-Ali
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Recursive Reasoning for Sample-Efficient Multi-Agent Reinforcement Learning
Aryaman Reddi, Gabriele Tiboni, Jan Peters, Carlo D'Eramo
- 19 Sept 2025 (modified: 24 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Privacy Auditing Synthetic Data Release through Local Likelihood Attacks
Joshua Ward, Chi-Hua Wang, Guang Cheng
- 19 Sept 2025 (modified: 30 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Efficient Online Conformal Prediction with Graph-Structured Feedback
Erfan Hajihashemi, Yanning Shen
- 19 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone

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19 Sept 2025 (modified: 11 Feb 2026)
Submitted to ICLR 2026
Readers: Everyone