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COMPASS: Enhancing Agent Long-Horizon Reasoning with Evolving Context
Guangya Wan, Mingyang Ling, Xiaoqi Ren, Rujun Han, Sheng Li, Zizhao Zhang
- 19 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
IterResearch: Rethinking Long-Horizon Agents with Interaction Scaling
Guoxin Chen, Zile Qiao, Xuanzhong Chen, Donglei Yu, Haotian Xu, Xin Zhao, Ruihua Song, Wenbiao Yin, Huifeng Yin, Liwen Zhang, Kuan Li, Minpeng Liao, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
SchGen: PCB Schematic Generation with Semantic-Grounded Code Representations
Qinpei Luo, Ruichun Ma, Xinyu Zhang, Lili Qiu
- 19 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
M-learner: A Flexible And Powerful Framework To Study Heterogeneous Treatment Effect In Mediation Model
Xingyu Li, Qing Liu, Tony Jiang, H. Amy Xia, Brian Hobbs, Peng Wei
- 19 Sept 2025 (modified: 30 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
HumanExpert: Unified Multimodal Humanoid Generation
Biao Jiang, Xin Chen, Zenan Li, Chenxu Zhang, Hongyi Xu, You Xie, Tianpei Gu, Guoxian Song, Haoqi Fan, Libin Liu, Linjie Luo
- 19 Sept 2025 (modified: 12 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
RPNT: Robust Pre-trained Neural Transformer - A Pathway for Generalized Motor Decoding
Hao Fang, Ryan A. Canfield, Tomohiro Ouchi, Beatrice Macagno, Eli Shlizerman, Amy L Orsborn
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
From Sparse to Dense: Spatio-Temporal Fusion for Multi-View 3D Human Pose Estimation with DenseWarper
Ling Li, Changjie Chen, Yuyan Wang, Jiaqing Lyu, Kenglun Chang, Yiyun Chen, Zhidong Deng
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Value-State Gated Attention for Mitigating Extreme-Token Phenomena in Transformers
Rui Bu, Haofeng Zhong, Wenzheng Chen, Yangyan Li
- 19 Sept 2025 (modified: 16 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
OptimAI: Optimization from Natural Language Using LLM-Powered AI Agents
Raghav Thind, Youran Sun, Ling Liang, Haizhao Yang
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Activation Matters: Adaptive and Activated Negative Labels for OOD Detection with Vision-Language Models
Yabin Zhang, Maya Varma, Yunhe Gao, Zhihong Chen, Jean-Benoit Delbrouck, Jiaming Liu, Chong Wang, Curtis Langlotz
- 19 Sept 2025 (modified: 14 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
DMin: Scalable Training Data Influence Estimation for Diffusion Models
Huawei Lin, Yingjie Lao, Weijie Zhao
- 19 Sept 2025 (modified: 12 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Rethinking Diffusion Model in High Dimension
Zhenxin Zheng, Zhenjie Zheng
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Interpreting Multi-Layer Transformers for In-Context Linear Regression with Varying Covariance
Changqi Wang, Jianliang He, Siyu Chen, Xintian Pan, Xiangyu Yue, Zhuoran Yang
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
TornadoAttention: Hardware-Efficient Sparse Attention via Fine-Grained Spatio-Temporal Permutation for Video Generation
Wentai Zhang, Hongyu Jia, Zichen Tang, Ronghui Xi, Haoran Luo, Haihong E
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
ULTRA-360: Unconstrained Dataset for Large-scale Temporal 3D Reconstruction across Altitudes and Omnidirectional Views
Xijun Liu, Zhaoliang Zhang, Yuxiang Guo, Yifan Zhou, Rama Chellappa, Cheng Peng
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
KA2L: A Knowledge-Aware Active Learning Framework for LLMs
Haoxuan Yin, Chen Tang, Yangfan Wang, Lian Yan, Jingchi Jiang
- 19 Sept 2025 (modified: 01 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SpintBench: Evaluating LLMs' Complex \\ Reasoning via Spatial Integration Challenges
WenyaWu
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
PEML: Prototype-enhanced Meta-learning for Multi-lingual Text Classification
Longxuan Ma, Lin Chen, HAOWEI MA, Shengxiang Gao, Zhengtao Yu
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
ImageDriver: Let Vision-Language-Action Models Drive on 2D Images
Pin Tang, Guoqing Wang, Xiangxuan Ren, Zhongdao Wang, Guodongfang Zhao, bailan feng, Chao Ma
- 19 Sept 2025 (modified: 12 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Zero-shot Forecasting by Simulation Alone
Boris N. Oreshkin, Mayank Jauhari, Ravi Kiran Selvam, Malcolm Wolff, Wenhao Pan, Shankar Ramasubramanian, Kin G. Olivares, Tatiana Konstantinova, Andres Potapczynski, Mengfei Cao, Dmitry Efimov, Michael W. Mahoney, Andrew Gordon Wilson
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
ImpossibleBench: Measuring LLMs' Propensity of Exploiting Test Cases
Ziqian Zhong, Aditi Raghunathan, Nicholas Carlini
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
DFCA: Decentralized Federated Clustering Algorithm
Jonas Kirch, Sebastian Becker, Tiago Koketsu Rodrigues, Stefan Harmeling
- 19 Sept 2025 (modified: 10 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
VulFinder: A Multi-Agent-Driven Test Generation Framework for Guiding Vulnerability Reachability Analysis
Yu Zhao, Yiren Zhou, Peng Li, Zhiqiu Huang, Lina Gong
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Evidence-R1: Fine-Grained Evidence-Driven Explicit Reasoning and Implicit Reflection for Enhancing RAG Explainability via Reinforcement Learning
mingcai yuan, Qiyun Zhou, Li Qian, Peng Li, Junqi Lin, Li Peng, Jie Wu, Wei Liu, Jian Luan
- 19 Sept 2025 (modified: 06 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
TRIM: Hybrid Inference via Targeted Stepwise Routing in Multi-Step Reasoning Tasks
Vansh Kapoor, Aman Gupta, Hao Chen, Anurag Beniwal, Jing Huang, Aviral Kumar
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone

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