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Rethinking Reward Miscalibration of GRPO in Agentic RL
Jingyu Liu, xiaopeng Wu, JingquanPeng, kehan chen, Chuan Yu, Lizhong Ding, Yong Liu
- 10 Sept 2025 (modified: 12 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Model Unmerging: Making Your Models Unmergeable for Secure Model Sharing
Zihao Wang, Enneng Yang, Lu Yin, Shiwei Liu, Li Shen
- 10 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
MTVCraft: Tokenizing 4D Motion for Arbitrary Character Animation
Yanbo Ding, Xirui Hu, Guo Zhi Zhi, Yan Zhang, Xinrui Wang, Zhixiang He, Chi Zhang, Yali Wang, Xuelong Li
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Point-wise Anomaly Detection via Fold-bifurcation ODE
Sheo yon Jhin, Noseong Park
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
MemGUI-Bench: Benchmarking Memory of Mobile GUI Agents in Dynamic Environments
Guangyi Liu, Pengxiang Zhao, Yaozhen Liang, Qinyi Luo, Shunye Tang, Yuxiang Chai, Weifeng Lin, Han Xiao, WenHao Wang, Siheng Chen, Zhengxi Lu, Gao Wu, Hao Wang, Liang Liu, Yong Liu
- 10 Sept 2025 (modified: 26 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
The Choice of Divergence: A Neglected Key to Mitigating Diversity Collapse in Reinforcement Learning with Verifiable Reward
Long Li, Zhijian Zhou, JIARAN HAO, Jason Klein Liu, Yanting Miao, Wei Pang, Xiaoyu Tan, Wei Chu, Zhe Wang, Shirui Pan, Chao Qu, Yuan Qi
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
SOS! Soft Prompt Attack Against Open-Source Large Language Models
Ziqing Yang, Michael Backes, Yang Zhang, Ahmed Salem
- 10 Sept 2025 (modified: 17 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
AVRT: Audio-Visual Reasoning Transfer through Single-Modality Teachers
Edson Araujo, Saurabhchand Bhati, Muhammad Jehanzeb Mirza, Andrew Rouditchenko, Brian Kingsbury, Samuel Thomas, Rogerio Feris, James R. Glass, Hilde Kuehne
- 10 Sept 2025 (modified: 13 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Temporal Variational Implicit Neural Representations
Batuhan Koyuncu, Rachael DeVries, Ole Winther, Isabel Valera
- 10 Sept 2025 (modified: 14 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Think Proprioceptively: Compact Subgoal Traces for Vision-Language-Action Model
Fangyuan Wang, Peng ZHOU, Shipeng Lyu, Gu Gong, Weiwei Lin, Anqing Duan, David Navarro-Alarcon, Guodong Guo
- 10 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models
Zhipeng Chen, Xiaobo Qin, Youbin Wu, Yue Ling, Qinghao Ye, Xin Zhao, Guang Shi
- 10 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
TABS: Strategic Game-Based Multi-Stage Reinforcement Learning Challenge
Hayeong Lee, JunHyeok Oh, Byung-Jun Lee
- 10 Sept 2025 (modified: 26 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Overthinking Reduction with Decoupled Rewards and Curriculum Data Scheduling
Shuyang Jiang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Oral
- Readers: Everyone
Temporal Concept Dynamics in Diffusion Models via Prompt-Conditioned Interventions
Ada Görgün, Fawaz Sammani, Nikos Deligiannis, Bernt Schiele, Jonas Fischer
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Meta-Awareness Enhances Reasoning Models: Self-Alignment Reinforcement Learning
Yoonjeon Kim, Doohyuk Jang, Eunho Yang
- 10 Sept 2025 (modified: 04 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Lightweight Graph-Free Condensation with MLP-Driven Optimization
FuxinYu, Xin Zheng, Yujin Huang, Yi Li, Yanqing Guo, Shirui Pan
- 10 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
InfoAgent: Advancing Autonomous Information‑Seeking Agents
Gongrui Zhang, jialiang zhu, Ruiqi Yang, Kai Qiu, Miaosen Zhang, Zhirong Wu, Qi Dai, Bei Liu, Chong Luo, Zhengyuan Yang, Linjie Li, Lijuan Wang, Weizhu Chen, Yuan Zhang, Xin Li, Zhaoyi Liu, Xin Geng, Baining Guo
- 10 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Detecting Multilevel Manipulation from Limit Order Book via Cascaded Contrastive Representation Learning
Yushi Lin, Peng Yang
- 10 Sept 2025 (modified: 12 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation
Yanqi Dai, Yuxiang Ji, Xiao Zhang, Yong Wang, Xiangxiang Chu, Zhiwu Lu
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
CoSMo-RL: Towards Trustworthy LMRMs via Joint Safety and Stability
Yizhuo Ding, MingKang Chen, Qihua Liu, Fenghua Weng, Wanying Qu, Yue Yang, Zuxuan Wu, Yanwei Fu, Yu-Gang Jiang, Wenqi Shao
- 10 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
On the Generalization Capacities of MLLMs for Spatial Intelligence
Gongjie Zhang, Wenhao Li, Quanhao Qian, Jiuniu Wang, Deli Zhao, Shijian Lu, Ran Xu
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Oral
- Readers: Everyone
Explore Briefly, Then Decide: Mitigating LLM Overthinking via Cumulative Entropy Regulation
Tianyi Jiang, Yi Bin, Yujuan Ding, Kainian Zhu, Fei Ma, Jingkuan Song, Heng Tao Shen
- 10 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
UniPruning: Unifying Local Metric and Global Feedback for Scalable Sparse LLMs
Yizhuo Ding, Wanying Qu, Jiawei Geng, Tao Zhang, Wenqi Shao, Yanwei Fu
- 10 Sept 2025 (modified: 24 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Discriminator-Guided Diffusion for Generating Large Directed and Undirected Graphs
Yassin Mohamadi, Zeno Geradts, Marcel Worring
- 10 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
More Than One Teacher: Adaptive Multi-Guidance Policy Optimization for Diverse Exploration
XiaoYang Yuan, Yujuan Ding, Yi Bin, Wenqi Shao, Jinyu Cai, Jingkuan Song, Yang Yang, Heng Tao Shen
- 10 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone

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