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The Open Proof Corpus: A Large-Scale Study of LLM-Generated Mathematical Proofs
Jasper Dekoninck, Ivo Petrov, Kristian Minchev, Miroslav Marinov, Maria Drencheva, Lyuba Konova, Milen Milenov Shumanov, Kaloyan Tsvetkov, Nikolay Drenchev, Lazar D. Todorov, Kalina Nikolova, Nikolay Georgiev, Vanesa Kalinkova, Margulan Ismoldayev, Mislav Balunovic, Martin Vechev
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Observational Scaling Laws in LLM-based Embodied Decision Making
Qinjie Lin, Manling Li, Han Liu
- 12 Sept 2025 (modified: 08 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SR-Scientist: Scientific Equation Discovery With Agentic AI
Shijie Xia, Yuhan Sun, Pengfei Liu
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Sharp Monocular View Synthesis in Less Than a Second
Lars Mescheder, Wei Dong, Shiwei Li, Xuyang BAI, Marcel Santos, Peiyun Hu, Bruno Lecouat, Mingmin Zhen, Amaël Delaunoy, Tian Fang, Yanghai Tsin, Stephan Richter, Vladlen Koltun
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
MarkovScale: Towards Optimal Sequential Scaling at Inference Time
Youkang Wang, Jian Wang, Rubing Chen, Tianyi Zeng, Xiaoyong Wei, Li Qing
- 12 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Two failure modes of deep transformers and how to avoid them: a unified theory of signal propagation at initialisation
Alessio Giorlandino, Sebastian Goldt
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Uncertainty Quantification via Reasoning–Explanation Symmetry in LLMs
Guanran Luo, Wentao Qiu, Zhongquan Jian, Meihong Wang, Qingqiang Wu
- 12 Sept 2025 (modified: 14 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Strategic Dishonesty Can Undermine AI Safety Evaluations of Frontier LLMs
Alexander Panfilov, Evgenii Kortukov, Kristina Nikolić, Matthias Bethge, Sebastian Lapuschkin, Wojciech Samek, Ameya Prabhu, Maksym Andriushchenko, Jonas Geiping
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
PR-VTON: Enhancing Detail Fidelity in Virtual Try-On with Refined Positional Encoding
Guohao Zhao, ChenYang Ma, Jinglin Xu, Jiajiong Cao, Kai Wu, Kun Gai, Yuxin Peng
- 12 Sept 2025 (modified: 13 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Focusing by Contrastive Attention: Enhancing VLMs' Visual Reasoning
Yuyao Ge, Shenghua Liu, Yiwei Wang, Lingrui Mei, Baolong Bi, Xuanshan Zhou, Jiayu Yao, Jiafeng Guo, Xueqi Cheng
- 12 Sept 2025 (modified: 01 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Provable In-Context Learning of Nonlinear Regression with Transformers
Hongbo Li, Lingjie Duan, Yingbin Liang
- 12 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Part-Aware CLIP: Enhancing Fine-Grained Understanding with Part-level Descriptions
Sibo Yin, Yuxin Peng
- 12 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Mixture-of-Transformers Learn Faster: A Theoretical Study on Classification Problems
Hongbo Li, Qinhang Wu, Sen Lin, Yingbin Liang, Ness Shroff
- 12 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Fine-R1: Make Multi-modal LLMs Excel in Fine-Grained Visual Recognition by Chain-of-Thought Reasoning
Hulingxiao He, Zijun Geng, Yuxin Peng
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
SiTu: A Simple Training-Free Thinking-with-Image Approach via Uncertainty Guidance
Geng Li, Hulingxiao He, Yuxin Peng
- 12 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
RCR: Relation-Centric Reasoning with Large Language Models for Knowledge-based Question Answering
Zhi Tan, Yuxin Peng
- 12 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
MARS: Mamba-driven Adaptive Reordering Scheme for Semantic Occupancy Prediction in Autonomous Driving
Zhiwen Yang, Yuxin Peng
- 12 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
E-CommerceVideo: A Benchmark and approach for E-Commerce Video Generation from product Images
Zijun Deng, Zijun Geng, Haijin Li, Chunru Zhan, Yuxin Peng
- 12 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
LLM Watermark Evasion via Bias Inversion
Jeongyeon Hwang, He He, Sangdon Park, Jungseul Ok
- 12 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
PatchRefiner V2: Fast and Lightweight Real-Domain High-Resolution Metric Depth Estimation
Zhenyu Li, Wenqing Cui, Shariq Farooq Bhat, Peter Wonka
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
BenchDepth: Are We on the Right Way to Evaluate Depth Foundation Models?
Zhenyu Li, Haotong Lin, Jiashi Feng, Peter Wonka, Bingyi Kang
- 12 Sept 2025 (modified: 14 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
NeXT-IMDL: Build Benchmark for NeXT-Generation Image Manipulation Detection & Localization
Yifei Li, Haoyuan He, Yu Zheng, Bingyao Yu, Wenzhao Zheng, Lei Chen, Jie Zhou, Jiwen Lu
- 12 Sept 2025 (modified: 26 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Entropy-Select: Training-Free Local Entropy Token Compression for Video LLMs
Xiaoyu Qin, Zehai Niu, Diancheng Kang, Haochen Wang, Jinbao Wang, Qingyuan Liu, Kun Dong, Jia Jia
- 12 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Solvable Gradient Flow Through Diagram Expansions
Dmitry Yarotsky, Eugene Golikov, Yaroslav Gusev
- 12 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Exposing and Defending the Achilles' Heel of Video Mixture-of-Experts
Songping Wang, Qinglong Liu, Yueming Lyu, Ning Li, Ziwen He, Caifeng Shan
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone

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