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Monocular Normal Estimation via Shading Sequence Estimation
Zongrui Li, Xinhua Ma, Minghui Hu, Yunqing Zhao, Yingchen Yu, Qian Zheng, Chang Liu, Xudong Jiang, Song Bai
- Published: 26 Jan 2026, Last Modified: 03 May 2026
- ICLR 2026 Oral
- Readers: Everyone
Shoot First, Ask Questions Later? Building Rational Agents that Explore and Act Like People
Gabriel Grand, Valerio Pepe, Joshua B. Tenenbaum, Jacob Andreas
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Oral
- Readers: Everyone
QUANTIFYING KNOWLEDGE:A BAYESIAN FRAMEWORK FOR LLM-DRIVEN CLASSIFICATION
Chenxi He
- 17 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Quality over Quantity: Semi-Supervised Detection of Illicit Bitcoin Flows via Feature Engineering
Yekaterina Smolenkova, Nickolay Larionov, Yury Yanovich, Nikolay Ivanov
- 17 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
LeSTD: LLM Compression via Learning-based Sparse Tensor Decomposition
Yi Li, Zhichun Guo, Miao Yin, Bingzhe Li
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Convex Dominance in Deep Learning I: A Scaling Law of Loss and Learning Rate
Zhiqi Bu, Shiyun Xu, Jialin Mao
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
MaxCode: A Max-Reward Reinforcement Learning Framework for Automated Code Optimization
Jiefu Ou, Sapana Chaudhary, Kaj Bostrom, Nathaniel Weir, Shuai Zhang, Huzefa Rangwala, George Karypis
- 17 Sept 2025 (modified: 13 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MGHF: Multi-Granular High-Frequency Perceptual Loss for Image Super-Resolution
Shoaib Meraj Sami, Md Mahedi Hasan, Mohammad saeed Ebrahimi saadabadi, Jeremy M. Dawson, Nasser Nasrabadi
- 17 Sept 2025 (modified: 01 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
How Does Local Landscape Geometry Evolve in Language Model Pre-Training?
Zhanpeng Zhou, Yuhan Sun, Bingrui Li, Jinbo Wang, Huaijin Wu, Lei Wu, Junchi Yan
- 17 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
SWE-fficiency: Can Language Models Optimize Real-World Repositories on Real Workloads?
Jeffrey Jian Ma, Milad Hashemi, Amir Yazdanbakhsh, Kevin Swersky, Ofir Press, Enhui Li, Vijay Janapa Reddi, Parthasarathy Ranganathan
- 17 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Robotic Steering: Mechanistic Finetuning for Vision-Language-Action Models
Chancharik Mitra, Yusen Luo, Raj Saravanan, Dantong Niu, Anirudh Pai, Jesse Thomason, Trevor Darrell, Abrar Anwar, Deva Ramanan, Roei Herzig
- 17 Sept 2025 (modified: 14 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
CCC: Prompt Evolution for Video Generation via Structured MLLM Feedback
Jing Gu, Ashwin Nagarajan, Tejas Polu, Kaizhi Zheng, Ruijian Zha, Jie Yang, Xin Eric Wang
- 17 Sept 2025 (modified: 03 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
F1-Reasoner: Synthesizing Verifiable Reasoning Data From Formal Math Statements
Zihao Zhou, Wei Liu, Xinlong Fu, Kaizhu Huang, Xiaowei Huang, Meng Fang, Wenda Li, Qiufeng Wang
- 17 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Saddle-to-Saddle Dynamics Explains A Simplicity Bias Across Neural Network Architectures
Yedi Zhang, Andrew M Saxe, Peter E. Latham
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Dissecting Larval Zebrafish Hunting Behavior using Deep Reinforcement Learning trained RNNs
Raaghav Malik, Satpreet Harcharan Singh, Sonja Johnson-Yu, Nathan Wu, Roy Harpaz, Florian Engert, Kanaka Rajan
- 17 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
UrbanVerse: Scaling Urban Simulation by Watching City-Tour Videos
Mingxuan Liu, Honglin He, Elisa Ricci, Wayne Wu, Bolei Zhou
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
The Softmax Bottleneck Does Not Limit the Probabilities of the Most Likely Tokens
Ronen Basri, David Jacobs
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
CellDuality: Unlocking Biological Reasoning in LLMs with Self-Supervised RLVR
Yuhang Chen, Zhen Tan, Ruichen Zhang, Mufan Qiu, Tianlong Chen
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
WebSailor: Navigating Super-human Reasoning for Web Agent
Kuan Li, Zhongwang Zhang, Huifeng Yin, Liwen Zhang, Litu Ou, Jialong Wu, Wenbiao Yin, Baixuan Li, Zhengwei Tao, Xinyu Wang, Weizhou Shen, Junkai Zhang, Ding-Chu Zhang, Xixi Wu, Yong Jiang, Ming Yan, Pengjun Xie, Fei Huang, Zhi-Qin John Xu, Shuai Wang et al. (2 additional authors not shown)
An Investigation of Robustness of LLMs in Mathematical Reasoning: Benchmarking with Mathematically-Equivalent Transformation of Advanced Mathematical Problems
Yuren Hao, Xiang Wan, ChengXiang Zhai
- 17 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Repairing Reward Functions with Human Feedback to Mitigate Reward Hacking
Stephane Hatgis-Kessell, Logan Mondal Bhamidipaty, Emma Brunskill
- 17 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
DiCoH: Rethinking Self-Supervised Pretraining for Semantic Segmentation in Homogenous Medical Domains
Kimathi Kaai, Mahip Singh, Joshua Kurien, C Thomas, Raviteja Vemulapalli, Kwei-Herng Lai, Alexander Wong, Sirisha Rambhatla
- 17 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
A simple mean field model of feature learning
Niclas Alexander Göring, Chris Mingard, Yoonsoo Nam, Ard A. Louis
- 17 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Building a Foundational Guardrail for General Agentic Systems via Synthetic Data
Yue Huang, Hang Hua, Yujun Zhou, Pengcheng Jing, Manish Nagireddy, Inkit Padhi, Greta Dolcetti, Zhangchen Xu, Subhajit Chaudhury, Ambrish Rawat, Liubov Nedoshivina, Pin-Yu Chen, Prasanna Sattigeri, Xiangliang Zhang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Efficient Prediction of pass@$k$ Scaling\\in Large Language Models
Joshua Kazdan, Rylan Schaeffer, Youssef Allouah, Kyssen Yu, Colin Sullivan, Sanmi Koyejo
- 17 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone

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17 Sept 2025 (modified: 12 Feb 2026)

ICLR 2026 Conference Desk Rejected Submission

Readers: Everyone