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Tracing the Traces: Latent Temporal Signals for Efficient and Accurate Reasoning
Martina G. Vilas, Safoora Yousefi, Besmira Nushi, Eric Horvitz, Vidhisha Balachandran
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Neuro-Symbolic Decoding of Neural Activity
Yanchen Wang, Joy Hsu, Ehsan Adeli, Jiajun Wu
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Space Group Conditional Flow Matching
Omri Puny, Yaron Lipman, Benjamin Kurt Miller
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
IDSPACE: A Model-Guided Synthetic Identity Document Generation Framework and Dataset
Lulu Xie, Yancheng Wang, Kanchan Chowdhury, Yingzhen Yang, Jia Zou
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
ExCyTIn-Bench: Evaluating LLM agents on Cyber Threat Investigation
Yiran Wu, Mauricio Velazco, Andrew Zhao, Manuel Raúl Meléndez Luján, Srisuma Movva, Yogesh K Roy, Quang Nguyen, Roberto Rodriguez, Qingyun Wu, Michael Albada, Julia Kiseleva, Anand Mudgerikar
- 18 Sept 2025 (modified: 26 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
A Boosting-Driven Model for Updatable Learned Indexes
Alireza Heidari, Amirhossein Ahmadi, Wei Zhang, Ying Xiong
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning
Bo Liu, Simon Yu, Zichen Liu, Leon Guertler, Penghui Qi, Daniel Balcells, Mickel Liu, Cheston Tan, Weiyan Shi, Min Lin, Wee Sun Lee, Natasha Jaques
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Type-Compliant Adaptation Cascades
Chu-Cheng Lin, Daiyi Peng, Yifeng Lu, Ming Zhang, Eugene Ie
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Convergence Analysis of Tsetlin Machines under Noise-Free and Noisy Training Conditions: From $2$ Bits to $k$ Bits
Xuan Zhang, Lei Jiao, Ole-Christoffer Granmo
- Published: 26 Jan 2026, Last Modified: 07 May 2026
- ICLR 2026 Poster
- Readers: Everyone
Vision-Language Models Unlock Task-Centric Latent Actions
Alexander Nikulin, Ilya Zisman, Albina Klepach, Denis Tarasov, Alexander Derevyagin, Andrei Polubarov, Lyubaykin Nikita, Vladislav Kurenkov
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Automated Capability Evaluation of Foundation Models
Arash Afkanpour, Omkar Dige, Fatemeh Tavakoli, Negin Baghbanzadeh, Farnaz Kohankhaki, Elham Dolatabadi
- 18 Sept 2025 (modified: 14 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
GraphOmni: A Comprehensive and Extensible Benchmark Framework for Large Language Models on Graph-theoretic Tasks
Hao Xu, Xiangru Jian, Xinjian Zhao, Wei Pang, Chao Zhang, Suyuchen Wang, Qixin Zhang, Zhengyuan Dong, Joao Monteiro, Bang Liu, Qiuzhuang Sun, Tianshu Yu
- Published: 26 Jan 2026, Last Modified: 05 May 2026
- ICLR 2026 Poster
- Readers: Everyone
EditBench: Evaluating LLM Abilities to Perform Real-World Instructed Code Edits
Wayne Chi, Valerie Chen, Ryan Shar, Aditya Mittal, Jenny Liang, Wei-Lin Chiang, Anastasios Nikolas Angelopoulos, Ion Stoica, Graham Neubig, Ameet Talwalkar, Chris Donahue
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Oral
- Readers: Everyone
Know Thyself? On the Incapability and Implications of AI Self-Recognition
Xiaoyan Bai, Aryan Shrivastava, Ari Holtzman, Chenhao Tan
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
WeatherArchive-Bench: Benchmarking Retrieval-Augmented Reasoning for Historical Weather Archives
Yongan Yu, Xianda Du, Qingchen Hu, JIAHAO LIANG, Jingwei Ni, Dan Qiang, Kaiyu Huang, Grant McKenzie, Renée Sieber, Fengran Mo
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Aligning Latent Spaces with Flow Priors
Yizhuo Li, Yuying Ge, Yixiao Ge, Ying Shan, Ping Luo
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Latent Space Structuring for Conditional Tabular Data Generation on Imbalanced Datasets
Milosh Devic, Jordan Gierschendorf, David Garson
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Drax: Speech Recognition with Discrete Flow Matching
Aviv Navon, Aviv Shamsian, Neta Glazer, Yael Segal-Feldman, Gill Hetz, Joseph Keshet, Ethan Fetaya
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Inference-Time Scaling of Diffusion Language Models with Particle Gibbs Sampling
Meihua Dang, Jiaqi Han, Minkai Xu, Kai Xu, Akash Srivastava, Stefano Ermon
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
RoSE: Enhancing SE(3)-based Protein Backbone Generation via Robust Score Estimation
Minzhang Li, Haochen Wang, Weichen Qin, Yifan Qin, Jiakai Zhang, Jiayi Dou, Jingyi Yu
- 18 Sept 2025 (modified: 24 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
QuArch: A Benchmark for Evaluating LLM Reasoning in Computer Architecture
Shvetank Prakash, Andrew Cheng, Arya Tschand, Mark Mazumder, Varun Gohil, Jeffrey Jian Ma, Jason Yik, Zishen Wan, Jessica Quaye, Elisavet Lydia Alvanaki, Avinash Kumar, Chandrashis Mazumdar, Tuhin Khare, Alexander Ingare, Ikechukwu Uchendu, Radhika Ghosal, Abhishek Tyagi, Chenyu Wang, Andrea Mattia Garavagno, Sarah Yueqi Gu et al. (7 additional authors not shown)
Toward Evaluative Thinking: Meta Policy Optimization with Evolving Reward Models
Zae Myung Kim, Chanwoo Park, Vipul Raheja, Suin Kim, Dongyeop Kang
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Uncertainty-Aware Gradient Descent via Online Bootstrapping
Carlos Stein Brito
- 18 Sept 2025 (modified: 02 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
On The Fragility of Benchmark Contamination Detection in Reasoning Models
Han Wang, Haoyu Li, Brian Ko, Huan Zhang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Test-Time Graph Search for Goal-Conditioned Reinforcement Learning
Evgenii Opryshko, Junwei Quan, Claas A Voelcker, Yilun Du, Igor Gilitschenski
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone

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18 Sept 2025 (modified: 11 Feb 2026)
Submitted to ICLR 2026
Readers: Everyone