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Agentic Reinforced Policy Optimization
Guanting Dong, Hangyu Mao, Kai Ma, Licheng Bao, Yifei Chen, Zhongyuan Wang, Zhongxia Chen, Jiazhen Du, Huiyang Wang, Fuzheng Zhang, Guorui Zhou, Yutao Zhu, Ji-Rong Wen, Zhicheng Dou
- Published: 26 Jan 2026, Last Modified: 02 May 2026
- ICLR 2026 Poster
- Readers: Everyone
Semi-Supervised Learning for Molecular Graphs via Ensemble Consensus
Rasmus Hannibal Tirsgaard, Laurits Fredsgaard, Marisa Wodrich, Mikkel Jordahn, Mikkel N. Schmidt
- 11 Sept 2025 (modified: 24 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Mitigating the Safety Alignment Tax with Null-Space Constrained Policy Optimization
Yifan Niu, Han Xiao, Dongyi Liu, Nuo Chen, Jia Li
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
UniSVD: Unilateral Weight Decomposition for Attention-based Vision Models
Hyunwoo Yu, Yubin Cho, Kyeongbo Kong, Suk-Ju Kang
- 11 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
ResearchGPT: Benchmarking and Training LLMs for End-to-End Computer Science Research Workflows
Penghao Wang, Yuhao Zhou, Mengxuan Wu, Ziheng Qin, Bangyuan Zhu, Shengbin Huang, Xuanlei Zhao, Panpan Zhang, Xiaojiang Peng, Yuzhang Shang, Jianfei Yang, Zheng Zhu, Tianlong Chen, Zhangyang Wang, Kai Wang
- 11 Sept 2025 (modified: 13 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SoftCFG: Uncertainty-guided Stable Guidance for Visual Autoregressive Model
Dongli Xu, Aleksei Tiulpin, Matthew B. Blaschko
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Bandit Learning in Matching Markets with Switching Cost
Bochao Li, Fang Kong
- 11 Sept 2025 (modified: 18 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
ParaSolver-Turbo: Accelerating Parallel Diffusion Integrator via Intrinsic Partially Linear Structure
Jianrong Lu, Zhiyu Zhu, Hui LIU, Junhui Hou
- 11 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Revisiting Random Generation Order: Ordinal-Biased Random Training for Efficient Visual Autoregressive Models
Dongli Xu, Xuanming Cui, Tan Pan, Chen Jiang, Yuan Cheng, Harry Yang, Ser-Nam Lim
- 11 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Eliciting Numerical Predictive Distributions of LLMs Without Auto-Regression
Julianna Piskorz, Kasia Kobalczyk, Mihaela van der Schaar
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Boost the Identity-Preserving Embedding for Consistent Text-to-Image Generation
Zixun Xia, Shuyu Guo, Boqian Li, Jian Yang, Kai Wang, Yaxing Wang
- 11 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Self-Dual: Unifying Natural Language and Programmatic Thinking for Enhanced Mathematical Reasoning in LLMs
ShaoxiongGuo, Jie Tao, MingliangChe, Meng Ziyang, Zesong Xu, Tongquan Wei
- 11 Sept 2025 (modified: 23 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
ParaFlow: Parallel Sampling for Flow Matching Models
Jianrong Lu, Bangwei Li, Zhuoya Gu, Ouyuan Chen, Jianhai Chen, Qinming He
- 11 Sept 2025 (modified: 22 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
PASO: Step Parallel Stochastic Optimization
Jianrong Lu, Zhuoya Gu, Jianhai Chen, Yechao Zhang, Haobo Li, Zhiyu Zhu, Minghui Yang, Junwei Liu, Jian Wang, Qinming He, Hui LIU, Junhui Hou
- 11 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
TL;DR: Too Long, Do Re-weighting for Efficient LLM Reasoning Compression
Zhong-Zhi Li, Xiao Liang, Zihao Tang, Lei Ji, Peijie Wang, Haotian Xu, Xing W, Haizhen Huang, Weiwei Deng, Yeyun Gong, Zhijiang Guo, Xiao Liu, Fei Yin, Cheng-Lin Liu
- 11 Sept 2025 (modified: 06 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
UFO-4D: Unposed Feedforward 4D Reconstruction from Two Images
Junhwa Hur, Charles Herrmann, Songyou Peng, Philipp Henzler, Zeyu Ma, Todd Zickler, Deqing Sun
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Learning to Defer on Anonymously Annotated Data
Cuong C. Nguyen, Thanh-Toan Do, Gustavo Carneiro
- 11 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
FRACTAL3DGEN: COARSE-TO-FINE 3D GENERATION VIA FRACTAL HIERARCHICAL TRANSFORMERS
Xingqiao An, Chaokun Wang, Zi-Xin Zou, Xinyang Zheng, Yan-Pei Cao
- 11 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
LLM Coaching LLM in Self-Play Training
Ju Qi, Xiaoxi Mao, Jianfeng Wang, Na Mou
- 11 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them
Weichen Zhang, Yiyou Sun, Pohao Huang, Jiayue Pu, Heyue Lin, Dawn Song
- 11 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Gestalt Generalized Category Discovery
Luyao Tang, Jiewei Zheng, Kunze Huang, Chaoqi Chen, Yue Huang, Cheng Chen
- 11 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
UniVA: Universal Video Agents towards Next-Generation Video Intelligence
Zhengyang Liang, Daoan Zhang, Huichi Zhou, Rui Huang, Bobo Li, Shengqiong Wu, Yuechen Zhang, Xiaohan Wang, Jiebo Luo, Lizi Liao, Hao Fei
- 11 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Semantic Regexes: Auto-Interpreting LLM Features with a Structured Language
Angie Boggust, Donghao Ren, Yannick Assogba, Dominik Moritz, Arvind Satyanarayan, Fred Hohman
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Compositional Architecture of Regret in Large Language Models
Xiangxiang Cui, Shu Yang, Tianjin Huang, Wanyu Lin, Lijie Hu, Di Wang
- 11 Sept 2025 (modified: 14 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration
Zhicheng Yang, Zhijiang Guo, Yinya Huang, Yongxin Wang, Dongchun Xie, Yiwei Wang, Xiaodan Liang, Jing Tang
- 11 Sept 2025 (modified: 29 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone

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