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JURY-RL: Votes Propose, Proofs Dispose for Label-Free RLVR
Xinjie Chen, Biao Fu, Wu Jing, Guoxin Chen, Xinggao Liu, Dayiheng Liu, Minpeng Liao
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Focus Directions Make Your Language Models Pay More Attention to Relevant Contexts
Youxiang Zhu, Ruochen Li, Danqing Wang, Daniel Haehn, Xiaohui Liang
- 19 Sept 2025 (modified: 06 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
DSML: Dual Semi-Supervised Meta-Learning for Multi-Lingual Text Classification
Longxuan Ma, HAOWEI MA, Lin Chen, Shengxiang Gao, Zhengtao Yu
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Protein-SE(3): Unified Framework and Comprehensive Benchmark for SE(3)-based Protein Structure Design
Lang Yu, Zhangyang Gao, Cheng Tan, Qin Chen, Jie Zhou, Liang He
- 19 Sept 2025 (modified: 12 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Hierarchy-of-Groups Policy Optimization for Long-Horizon Agentic Tasks
Shuo He, Lang Feng, Qi Wei, Xin Cheng, Lei Feng, Bo An
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
ChemDFM-R: A Chemical Reasoning LLM Enhanced with Atomized Chemical Knowledge
Zihan Zhao, Bo Chen, Ziping Wan, Lu Chen, Xuanze Lin, Shiyang Yu, Situo Zhang, Da Ma, Zichen Zhu, Danyang Zhang, Huayang Wang, Zhongyang Dai, Liyang Wen, xin chen, Kai Yu
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Effector Complexity Enhances Transfer Learning
Khojasteh Z Mirza, Xinwan Hu, Simon Locke, G Sean Escola, Evan S Schaffer
- 19 Sept 2025 (modified: 03 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Beyond the Laplacian: Interpolated Spectral Augmentation for Graph Neural Networks
Ziyao Cui, Edric Tam
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Fewer Battles, More Gain: An Information-Efficient Framework for Arena-based LLM Evaluation
Zirui Liu, Xianquan Wang, Yan Zhuang, Jiatong Li, Qi Liu, Shuanghong Shen, Mingyue Cheng, Shijin Wang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
TokUR: Token-Level Uncertainty Estimation for Large Language Model Reasoning
Tunyu Zhang, Haizhou Shi, Yibin Wang, Hengyi Wang, Xiaoxiao He, Zhuowei Li, Haoxian Chen, Ligong Han, Kai Xu, Huan Zhang, Dimitris N. Metaxas, Hao Wang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
FLoC: Facility Location-Based Efficient Visual Token Compression for Long Video Understanding
Janghoon Cho, Jungsoo Lee, Munawar Hayat, Kyuwoong Hwang, Fatih Porikli, Sungha Choi
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Bridging Oceans and Atmosphere: A More Comprehensive Weather Model
kang chen, Fenghua Ling, Ben Fei, Tao Han, shaochen wang, Lei Liu, Bin Li, LEI BAI
- 19 Sept 2025 (modified: 06 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Autonomous Functional Play with Correspondence-Driven Trajectory Warping
William Liang, Sam Wang, Hung-Ju Wang, Osbert Bastani, Yecheng Jason Ma, Dinesh Jayaraman
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Hold Onto That Thought: Assessing KV Cache Compression On Reasoning
Minghui Liu, Tahseen Rabbani, Aadi Palnitkar, Kyle Rui Sang, Hyunwoo Jae, Dixi Yao, Shayan Shabihi, Fuheng Zhao, Tian Li, Ce Zhang, Kunpeng Zhang, Furong Huang
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
AutoJudger: An Agent-Driven Framework for Efficient Benchmarking of MLLMs
Xuanwen Ding, Chengjun Pan, Zejun Li, Jiwen Zhang, Siyuan Wang, zhongyu wei
- 19 Sept 2025 (modified: 05 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SA-ResGS: Self-Augmented Residual 3D Gaussian Splatting for Next Best View Selection
Kim Jun-Seong, Tae-Hyun Oh, Eduardo Pérez-Pellitero, Youngkyoon Jang
- 19 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Uncritical tokens are 'critical' in pretraining: the implicit regularization effect of Next token prediction
Pengxiao Lin, Zhongwang Zhang, Zhi-Qin John Xu
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
A New Perspective on Large Language Model Safety: From Alignment to Information Control
Tomithy Too, Jose Luna, Bing Tian Dai, Jun Sun
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Adaptive Energy Amplification for Robust Time Series Forecasting
Runchang Liang, Haihua XU, Yuanbo Xu, Pengyang Wang
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
PhysCodeBench: Benchmarking Physics-Aware Symbolic Simulation of 3D Scenes via Self-Corrective Multi-Agent Refinement
Xie Tianyidan, Peiyu Wang, Yuyi Qian, Yuxuan Wang, Rui Ma, Ying Tai, Song Wu, Qian Wang, Zili Yi
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
HeLoM: Progressive Disease Detection with Heterogeneous and Longitudinal EHRs via Memory-Augmented LLMs
Liangjie Huang, Rochana Chaturvedi, Barbara Di Eugenio, Andrew Boyd, Brian T Layden, Lu Cheng
- 19 Sept 2025 (modified: 09 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Toward Self-Evolving Systems of LLM Agents through Exploration and Iterative Feedback
Yongjin Yang, Sinjae Kang, Juyong Lee, Dongjun Lee, Se-Young Yun, Kimin Lee
- 19 Sept 2025 (modified: 02 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Semantic Optimal Lossless Vector Quantization
Yu-Chieh Chao, Weyl Lu, Yubei Chen, Zhi Ding
- 19 Sept 2025 (modified: 20 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Universal Physical Education: Training-free Action Quality Assessment Based on Dynamic Time Warping
Renguang Chen, Guolong Zheng, Xu Yang, Zhide chen, Xuechao Yang, Xun Yi
- 19 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Beyond Two-Stage Training: Cooperative SFT and RL for LLM Reasoning
Liang Chen, Xueting Han, Li Shen, Jing Bai, Kam-Fai Wong
- 19 Sept 2025 (modified: 31 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone

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