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New News: System-2 Fine-tuning for Robust Integration of New Knowledge
Core Francisco Park, Zechen Zhang, Hidenori Tanaka
- 19 Sept 2025 (modified: 20 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
BottleneckMLP: Graph Explanation via Implicit Information Bottleneck
Callie Sardina, Eren Polat, Ambuj Singh
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Error dynamics of symbolic context in small transformers
Pranjal Garg
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Medical thinking with multiple images
Zonghai Yao, Benlu Wang, Yifan Zhang, Junda Wang, Iris Xia, Zhipeng Tang, Shuo Han, Feiyun Ouyang, Zhichao Yang, Arman Cohan, hong yu
- Published: 26 Jan 2026, Last Modified: 04 May 2026
- ICLR 2026 Poster
- Readers: Everyone
DeepScaleR: Effective RL Scaling of Reasoning Models via Iterative Context Lengthening
Sijun Tan, Michael Luo, Justin Wong, Colin Cai, Xiaoxiang Shi, William Yuan Tang, Manan Roongta, Tianjun Zhang, Li Erran Li, Raluca Ada Popa, Ion Stoica
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Framework of Thoughts: A Foundation Framework for Dynamic and Optimized Reasoning based on Chains, Trees, and Graphs
Felix Fricke, Simon Malberg, Georg Groh
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Learning Inter-Atomic Potentials without Explicit Equivariance
Ahmed A. A. Elhag, Arun Raja, Alex Morehead, Samuel M Blau, Garrett M Morris, Michael M. Bronstein
- 19 Sept 2025 (modified: 29 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Certifying Robustness of Agent Tool-Selection Under Adversarial Attacks
Jehyeok Yeon, Isha Chaudhary, Gagandeep Singh
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Ori: Capturing Gradient Subspace Drift via Streaming $k$-PCA for Very Low-Rank LLM Training
Xinyu Luo, Jincheng Zhou, Mengbo Wang, Zilin Shen, Nadia Atallah Lanman, Petros Drineas, Bruno Ribeiro, Brian Bullins
- 19 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
MixtureKit: A General Framework for Composing, Training, and Visualizing Mixture-of-Experts Models
Ahmad Chamma, Omar El Herraoui, Guokan Shang
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Active probabilistic reasoning in humans and language models
Gonçalo Guiomar, Elia Torre, Pehuen Moure, Shih-Chii Liu, Victoria Shavina, Valerio Mante
- 19 Sept 2025 (modified: 03 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
(U)NFV: (Un)Supervised Neural Finite Volume Methods for Solving Hyperbolic PDEs
Nathan Lichtlé, Alexi Canesse, Zhe Fu, HOSSEIN NICK ZINAT MATIN, Maria Laura Delle Monache, Alexandre M Bayen
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
AIRE-Prune: Asymptotic Impulse-Response Energy for State Pruning in State Space Models
Apurba Prasad Padhy, Fernando F. Camacho, Saibal Mukhopadhyay
- Published: 26 Jan 2026, Last Modified: 12 May 2026
- ICLR 2026 Poster
- Readers: Everyone
Learning-To-Measure: In-Context Active Feature Acquisition
Yuta Kobayashi, Zilin Jing, Jiayu Yao, Hongseok Namkoong, Shalmali Joshi
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
A Multi-Institutional Multimodal EEG Benchmark for Foundation Model Generalization and Early Neurological Diagnosis
Quang Hung Pham, Tran Hoai Nam, Phung Cong Hieu, Le Hai Anh, Van-Chien Nguyen, Tuan-Kiet Doan, Trung-Hieu Tran, Ngo Thi Thu Ha, Thanh Trung Nguyen, Lai Phu Minh, Duc Han LE, Huy Phan, Phi Le Nguyen, Van-Tam Nguyen
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
At the Edge of Understanding: Sparse Autoencoders Trace The Limits of Transformer Generalization
Praneet Suresh, Jack Stanley, Sonia Joseph, Luca Scimeca, Blake Aaron Richards, Danilo Bzdok
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Probability of Matching for Pareto Coverage
Mingqian Li, Sina Hossein Zadeh, Raymundo Arroyave, Xiaoning Qian
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
FAME: Formal Abstract Minimal Explanation for Neural Networks
Ryma Boumazouza, Raya Elsaleh, Melanie Ducoffe, Shahaf Bassan, Guy Katz
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
OptiMind: Teaching LLMs to Think Like Optimization Experts
Zeyi Chen, Xinzhi Zhang, Humishka Zope, Hugo De Oliveira Barbalho, Konstantina Mellou, Marco Molinaro, Janardhan Kulkarni, Ishai Menache, Sirui Li
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Sample, Align, Synthesize: Graph-Based Response Synthesis with ConGrs
Sayan Ghosh, Shahzaib Saqib Warraich, Dhruv Tarsadiya, Gregory Yauney, Swabha Swayamdipta
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
How Can I Publish My LLM Benchmark Without Giving the True Answers Away?
Takashi Ishida, Thanawat Lodkaew, Ikko Yamane
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
SWERank: Software Issue Localization with Code Ranking
Revanth Gangi Reddy, Tarun Suresh, JaeHyeok Doo, Ye Liu, Xuan-Phi Nguyen, Yingbo Zhou, Semih Yavuz, Caiming Xiong, Heng Ji, Shafiq Joty
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
EmbedMol: An Open Billion-scale Molecular Embedding Dataset for Molecular Discovery
Zhiyao Tang, Yida Wang, Jing Li
- 19 Sept 2025 (modified: 03 Dec 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Shuffling the Data, Extrapolating the Step: Sharper Bias In Constant Step-Size SGD
Konstantinos Emmanouilidis, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Rene Vidal
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Learning Robust Social Strategies with Large Language Models
Dereck Piche, Muqeeth Mohammed, Uday Karan Kapur, Juan Agustin Duque, Milad Aghajohari, Michael Noukhovitch, Aaron Courville
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone

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