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Toward Cybersecurity-Expert Small Language Models
Matan Levi, Daniel Ohayon, Ariel Blobstein, Ravid Sa, Ian Molloy, Yair Allouche
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
FALCON: Few-step Accurate Likelihoods for Continuous Flows
Danyal Rehman, Tara Akhound-Sadegh, Artem Gazizov, Yoshua Bengio, Alexander Tong
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Oral
- Readers: Everyone
Formal Mechanistic Interpretability: Automated Circuit Discovery with Provable Guarantees
Itamar Hadad, Guy Katz, Shahaf Bassan
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
FILOsofer: A TEE-Shielded Model Partitioning Framework Based on Fisher Information-Guided LoRA Obfuscation
Fan Zhang, Ziqi Zhang, Hossein Khalili, Neiro Cabrera, Jonathan Xue, Nader Sehatbakhsh
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
ELAS: Efficient Pre-Training of Low-Rank Large Language Models via 2:4 Activation Sparsity
Jiaxi Li, Lu Yin, Li Shen, Jinjin Xu, Yuhui Liu, LiWu Xu, Wenwu Wang, Shiwei Liu, Xilu Wang
- 18 Sept 2025 (modified: 23 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Gradient-Based Program Synthesis with Neurally Interpreted Languages
Matthew Macfarlane, Clément Bonnet, Herke van Hoof, Levi Lelis
- Published: 26 Jan 2026, Last Modified: 30 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Psychometric Personality Shaping Modulates Capabilities and Safety in Language Models
Stephen Fitz, Peter Romero, Steven Basart, Sipeng Chen, Jose Hernandez-Orallo
- 18 Sept 2025 (modified: 06 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Controlling a $\mu$RTS agent using Decision Transformers
Benjamin Bugeja, Josef Bajada, Sandro Spina
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Point-It-Out: Benchmarking Embodied Reasoning for Vision Language Models in Multi-Stage Visual Grounding
Haotian Xue, Yunhao Ge, Yu Zeng, Max Li, Ming-Yu Liu, Yongxin Chen, Jiaojiao Fan
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
AMemGym: Interactive Memory Benchmarking for Assistants in Long-Horizon Conversations
Cheng Jiayang, Dongyu Ru, Lin Qiu, Yiyang Li, Xuezhi Cao, Yangqiu Song, Xunliang Cai
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Stream RAG: Instant and Accurate Spoken Dialogue Systems with Streaming Tool Usage
Siddhant Arora, Haidar Khan, Kai Sun, Xin Luna Dong, Sajal Choudhary, Seungwhan Moon, Xinyuan Zhang, Adithya Sagar, Surya Teja Appini, Kaushik Patnaik, Sanat Sharma, Shinji Watanabe, Anuj Kumar, Yue Liu, Florian Metze, Zhaojiang Lin
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
X-REASONER: Towards Generalizable Reasoning Across Modalities and Domains
Qianchu Liu, Sheng Zhang, Guanghui Qin, Timothy Ossowski, Yu Gu, Ying Jin, Sid Kiblawi, J. Samuel Preston, Mu Wei, Paul Vozila, Tristan Naumann, Hoifung Poon
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Manifold-Matching Autoencoders
Laurent Yves Emile Ramos Cheret, Isar Nejadgholi, Chris Drummond, Hussein Al Osman, Maia Fraser
- 18 Sept 2025 (modified: 22 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Rethinking the Value of Multi-Agent Workflow: A Strong Single Agent Baseline
Jiawei Xu, Arief Koesdwiady, Sisong Bei, Yan Han, Baixiang Huang, Dakuo Wang, Yutong Chen, Zheshen Wang, Peihao Wang, Pan Li, Ying Ding
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Hybrid Training for Vision-Language-Action Models
Pietro Mazzaglia, Cansu Sancaktar, Markus Peschl, Daniel Dijkman
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Select the Key, Then Generate the Rest: Improving Multi-Modal Learning with Limited Data Budget
Xinyu Zhao, Kaishen Wang, Jiaye Yang, Jie Peng, Lirong Xiang, Faizan Siddiqui, Kwonjoon Lee, Behzad Dariush, Tianlong Chen
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
What Matters More For In-Context Learning under Matched Compute Budgets: Pretraining on Natural Text or Incorporating Targeted Synthetic Examples?
Mohammed Sabry Mohammed, Anya Belz
- 18 Sept 2025 (modified: 20 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Faithful Rule Learning for Tabular Data Cell Completion
Xiaxia Wang, David Jaime Tena Cucala, Ian Horrocks, Bernardo Cuenca Grau
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
AgentPack: A Dataset of Code Changes, Co-Authored by Agents and Humans
Yangtian Zi, Zixuan Wu, Aleksander Boruch-Gruszecki, Jonathan Bell, Arjun Guha
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Decision Making under Imperfect Recall: Algorithms and Benchmarks
Emanuel Tewolde, Brian Hu Zhang, Ioannis Anagnostides, Tuomas Sandholm, Vincent Conitzer
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Steering LLMs' Reasoning With Activation State Machines
Ian Li, Philip Chen, Max Huang, Loris D'Antoni, Rose Yu
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
CARTS: Cooperative Reinforcement Learning for Traffic Signal Control and Carbon Emission Reduction
Cheng Ruei Tang, Jun-Wei Hsieh, Yi-Kuan Hsieh, Xin Li, Ming-Ching Chang
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Beyond RLHF and NLHF: Population-Proportional Alignment under an Axiomatic Framework
Kihyun Kim, Jiawei Zhang, Asuman E. Ozdaglar, Pablo A. Parrilo
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Online Learning with Recency: Algorithms for Sliding-window Streaming Multi-armed Bandits
Vladimir Braverman, Chen Wang, Liudeng Wang, Samson Zhou
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Policy transfer ensures fast learning for continuous-time LQR with entropy regularization
Xin Guo, Zijiu Lyu
- 18 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone

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