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Normalization-equivariant Diffusion Models: Learning Posterior Samplers From Noisy And Partial Measurements
Brett Levac, Jon Tamir, Marcelo Pereyra, Julián Tachella
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
A Comprehensive Evaluation of Code Language Models for Security Patch Detection
Nils Loose, Joseph Bienhüls, Kristoffer Hempel, Felix Mächtle, Thomas Eisenbarth
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Best-of-N through the Smoothing Lens: KL Divergence and Regret Analysis
Gholamali Aminian, Idan Shenfeld, Amir R. Asadi, Ahmad Beirami, Youssef Mroueh
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
An Information Theoretic Perspective on Agentic System Design
Shizhe He, Avanika Narayan, Ishan S. Khare, Scott Linderman, Christopher Re, Dan Biderman
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
GAUSS: Graph-Assisted Uncertainty Quantification using Structure and Semantics for Long-Form Generation in LLMs
Karthik Somayaji NS, Yuxuan Yin, Peng Li
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
GraphPrompt: Black-box Jailbreaks via Adversarial Visual Knowledge Graphs
Yang Luo, Liu Xinran, TianTian Ji, Zhiyi yin, Chuming Cheng
- 19 Sept 2025 (modified: 05 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Learning To Acquire Resources in Competition
Safwan Hossain, Mirah Shi, Andrew Bennett, Neil Andrew Chriss, Michael Kearns, Anderson Schneider, Yuriy Nevmyvaka
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
R&D-Agent: An LLM-Agent Framework Towards Autonomous Data Science
Xu Yang, Xiao Yang, Shikai Fang, Yifei Zhang, Jian Wang, bowen xian, Qizheng Li, Jingyuan Li, Minrui Xu, Yuante Li, Haoran Pan, Yuge Zhang, Weiqing Liu, yelong shen, Weizhu Chen, Jiang Bian
- 19 Sept 2025 (modified: 17 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Improving ML attacks on LWE with data repetition and stepwise regression
Alberto Alfarano, Eshika Saxena, Emily Wenger, Francois Charton, Kristin E. Lauter
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Preserving Ignorance Awareness in LLM Fine-Tuning
William F. Shen, Xinchi Qiu, Nicola Cancedda, Nicholas D. Lane
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Adaptive Decoding via Latent Preference Optimization
Shehzaad Dhuliawala, Ilia Kulikov, Ping Yu, Asli Celikyilmaz, Jason E Weston, Sainbayar Sukhbaatar, Jack Lanchantin
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
One-Step Diffusion Solver for Non-binary Integer Linear Programming
Yixin Huang, Liangliang Shi, Junchi Yan
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Optimal Policy Minimum Bayesian Risk
Ramón Fernandez Astudillo, Md Arafat Sultan, Aashka Trivedi, Yousef El-Kurdi, Tahira Naseem, Radu Florian, Salim Roukos
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Federated Learning With $L_{0}$ Constraint Via Probabilistic Gates For Sparsity
Krishna Harsha Kovelakuntla Huthasana, Alireza Olama, Andreas Lundell
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
RoboMemory: A Brain-inspired Multi-memory Agentic Framework for Interactive Environmental Learning in Physical Embodied Systems
Mingcong Lei, Honghao Cai, Zezhou Cui, Liangchen Tan, Junkun Hong, Gehan Hu, Shuangyu Zhu, Yimou Wu, Shaohan Jiang, Ge Wang, Yuyuan Yang, Junyuan Tan, Zhenglin Wan, Zhen Li, Shuguang Cui, Yiming Zhao, Yatong Han
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Machine Learning Methods for Wind Profile Recovery in the Atmospheric Boundary Layer
Fedor Buzaev, Dmitry Efremenko, Egor Bugaev, Denis Derkach, Vladimir A.Gordin, Fedor Ratnikov
- 19 Sept 2025 (modified: 21 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Explainable Evidential Clustering
Victor F. Lopes de Souza, Karima Bakhti, Denis Mottet, Sofiane Ramdani, Abdelhak IMOUSSATEN
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Structured Thoughts For Improved Reasoning And Context Pruning
Zain Sarwar, Supriyo Chakraborty, Berkcan Kapusuzoglu, Chia-Hsuan Lee, Anirban Das, Stephen Rawls, Kartik Balasubramaniam, Sambit Sahu
- 19 Sept 2025 (modified: 13 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
First Try Matters: Revisiting the Role of Reflection in Reasoning Models
Liwei Kang, Yue Deng, Yao Xiao, Zhanfeng Mo, Wee Sun Lee, Lidong Bing
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Painless Federated Learning: An Interplay of Line-search and Extrapolation
Geetika, Somya Tyagi, Bapi Chatterjee
- 19 Sept 2025 (modified: 26 Jan 2026)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Vintix II: Decision Pre-Trained Transformer is a Scalable In-Context Reinforcement Learner
Andrei Polubarov, Lyubaykin Nikita, Alexander Derevyagin, Artyom Grishin, Igor Saprygin, Aleksandr Serkov, Mark Averchenko, Daniil Tikhonov, Maksim Zhdanov, Alexander Nikulin, Ilya Zisman, Albina Klepach, Alexey Zemtsov, Vladislav Kurenkov
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
A Theoretical Analysis of Mamba’s Training Dynamics: Filtering Relevant Features for Generalization in State Space Models
Mugunthan Shandirasegaran, Hongkang Li, Songyang Zhang, Meng Wang, Shuai Zhang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Globally 1-Lipschitz Attention Without Sequence-Length Dependence
Blaise Delattre, Erwan Fagnou, Paul Caillon, Alexandre Allauzen, Yang Cao
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
The Hidden Cost of Modeling $\text{P}(X)$: Membership Inference Attacks in Generative Text Classifiers
Owais Makroo, Karan Gupta, Siva Rajesh Kasa, Sumegh Roychowdhury, Pattisapu Nikhil Priyatam, Santhosh Kumar Kasa, Sumit Negi
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Searching Meta Reasoning Skeleton to Guide LLM Reasoning
Ziying Zhang, Yaqing Wang, Quanming Yao
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone

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