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On Dataset Distillation with Two-fold Pseudo-Distribution Matching
Yutao Liu, Xiaobo Zhang, Hao Wang, Yan Yang, Wei Wang
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite
Jonathan Bragg, Mike D'Arcy, Nishant Balepur, Dan Bareket, Bhavana Dalvi Mishra, Sergey Feldman, Dany Haddad, Jena D. Hwang, Peter Jansen, Varsha Kishore, Bodhisattwa Prasad Majumder, Aakanksha Naik, Sigal Rahamimov, Kyle Richardson, Amanpreet Singh, Harshit Surana, Aryeh Tiktinsky, Rosni Vasu, Guy Wiener, Chloe Anastasiades et al. (19 additional authors not shown)
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Oral
- Readers: Everyone
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning
Jiawei Gu, Yunzhuo Hao, Huichen Will Wang, Linjie Li, Michael Qizhe Shieh, Yejin Choi, Ranjay Krishna, Yu Cheng
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
A Benchmark and Pair-Level 4PL-IRT Framework for Reliable Evaluation of LLM Reasoning
Leizhen Zhang, Sheng Chen
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Understanding the role of depth in the neural tangent kernel for overparameterized neural networks.
William St-Arnaud, Margarida Carvalho, Golnoosh Farnadi
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Evaluating the Logical Reasoning Abilities of Large Reasoning Models
Hanmeng Liu, Yiran Ding, Zhizhang Fu, Chaoli Zhang, Xiaozhang Liu, Yue Zhang
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
RegionDoc-R1: Reinforcing Semantic Layout-Aware Learning for Document Understanding
Chao Wang, Hehe Fan, Huichen Yang, Zhengdong Hu, Sarvnaz Karimi, Lina Yao, Yi Yang
- 20 Sept 2025 (modified: 12 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Domain Generalizable Person Re-identification via Adversarial Dual-Stream Strategy with Local Consistency
Wenfeng Zhang, Xin Jin, Lei Huang, Wei Hu, Qibing Qin
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
LLEMA: Evolutionary Search with LLMs for Multi-Objective Materials Discovery
Nikhil Abhyankar, Sanchit Kabra, Saaketh Desai, Chandan K. Reddy
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Localized Cultural Knowledge is Conserved and Controllable in Large Language Models
Veniamin Veselovsky, Berke Argın, Benedikt Stroebl, Chris Wendler, Robert West, James Evans, Thomas L. Griffiths, Arvind Narayanan
- 20 Sept 2025 (modified: 05 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
INO-SGD: Addressing Utility Imbalance under Individualized Differential Privacy
Xiao Tian, Jue Fan, Rachael Hwee Ling Sim, Bryan Kian Hsiang Low
- Published: 26 Jan 2026, Last Modified: 08 May 2026
- ICLR 2026 Poster
- Readers: Everyone
Can LLM Agents Assist Dynamic Network Simulation? A Case Study on Email Networks and Phishing Synthesis
Siqi Miao, Yuhong Luo, Ziyang Chen, Hans Hao-Hsun Hsu, Mufei Li, Kaiqing Zhang, Pan Li
- 20 Sept 2025 (modified: 22 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Polynomial Convergence of Riemannian Diffusion Models
Xingyu Xu, Ziyi Zhang, Yorie Nakahira, Guannan Qu, Yuejie Chi
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
TE-VLM: Transfer Entropy for Vision Language Model Distillation
Jessica E. Liang, Jianbo Shi
- 20 Sept 2025 (modified: 14 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SAKE: Towards Editing Auditory Attribute Knowledge of Large Audio-Language Models
Chih-Kai Yang, Yen-Ting Piao, Tzu-Wen Hsu, Szu-Wei Fu, Zhehuai Chen, Ke-Han Lu, Sung-Feng Huang, Chao-Han Huck Yang, Yu-Chiang Frank Wang, Yun-Nung Chen, Hung-yi Lee
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Learning Communication in Offline Multi-Agent Reinforcement Learning
Woojun Kim, Katia P. Sycara
- 20 Sept 2025 (modified: 08 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
ZeroGR: A Generalizable and Scalable Framework for Zero-Shot Generative Retrieval
Weiwei Sun, Keyi Kong, Xinyu Ma, Shuaiqiang Wang, Dawei Yin, Maarten de Rijke, Zhaochun Ren, Yiming Yang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
RefGrader: Automated Grading of Mathematical Competition Proofs using Agentic Workflows
Hamed Mahdavi, Pouria Mahdavinia, Samira Malek, Pegah Mohammadipour, Alireza Farhadi, Alireza Hashemi, Majid Daliri
- 20 Sept 2025 (modified: 10 Oct 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
LiveOIBench: Can Large Language Models Outperform Human Contestants in Informatics Olympiads?
Kaijian Zou, Aaron Xiong, Yunxiang Zhang, Xinliang Frederick Zhang, Yueqi Ren, Jirong Yang, Ayoung Lee, Shitanshu Bhushan, Lu Wang
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
FlatLand: Personalized Graph Federated Learning via Tailored Lorentz Space
Jiahong Liu, Ram Samarth B B, Xinyu Fu, Menglin Yang, Weixi Zhang, Rex Ying, Irwin King
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Verbalized Confidence Triggers Self-Verification: Emergent Behavior Without Explicit Reasoning Supervision
Chaeyun Jang, Moonseok Choi, Seungyoo Lee, Yegon Kim, Hyungi Lee, Juho Lee
- 20 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Perturbed Flow Matching for Structure-Based Drug Design
Yankai Yu, Guikun Xu, Zhuyang Xie, Yan Yang, Yongquan Jiang, Xiaobo Zhou, Kang Li
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
DevBench: A Realistic, Developer-Informed Benchmark for Code Generation Models
Pareesa Ameneh Golnari, Adarsh Kumarappan, Wen Wen, Xiaoyu Liu, Gabriel Ryan, Yuting Sun, Shengyu Fu, Elsie Nallipogu
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
BrainAlign: Leveraging EEG Foundation Models for Symmetric, Interpretable Alignment with Visual Representations
Vijay Jayawant Harkare, Lakshmi Subramanian
- 20 Sept 2025 (modified: 05 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Deliberation Meets Reaction: A Dual-Expert VLA framework for Autonomous Driving
Jialong Xie, Yi Yang, Xing Jiabin, Jianyun Xu, Sheng Yang, Fengyu Zhou
- 20 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone

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