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Why Some Models Resist Unlearning: A Linear Stability Perspective
WEI-KAI CHANG, Rajiv Khanna
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
C2AL: Cohort-Contrastive Auxiliary Learning For Large-Scale Recommendation Systems
Mertcan Cokbas, Ziteng Liu, Zeyi Tao, Chengkai Zhang, Elder G. Veliz, Qin Huang, Ellie Dingqiao Wen, Huayu Li, Qiang Jin, Murat Duman, Benjamin Au, Guy Lebanon, Sagar Chordia
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Insertion Language Models: Sequence Generation with Arbitrary-Position Insertions
Dhruvesh Patel, Aishwarya Sahoo, Avinash Amballa, Tahira Naseem, Tim G. J. Rudner, Andrew McCallum
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Fundamental Limits of Game-Theoretic LLM Alignment: Smith Consistency and Preference Matching
Zhekun Shi, Kaizhao Liu, Qi Long, Weijie J Su, Jiancong Xiao
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Adaptive Guidance Accelerates Reinforcement Learning of Reasoning Models
Vaskar Nath, Elaine Lau, Anisha Gunjal, Manasi Sharma, Nikhil Barhate, Sean M. Hendryx
- 19 Sept 2025 (modified: 26 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Symbolic Mixture-of-Experts: Adaptive Skill-based Routing for Heterogeneous Reasoning
Justin Chen, Sukwon Yun, Elias Stengel-Eskin, Tianlong Chen, Mohit Bansal
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Do AI models perform human-like abstract reasoning across modalities?
Claas Beger, Ryan Yi, Shuhao Fu, Arsenii Kirillovich Moskvichev, Sarah Tsai, Sivasankaran Rajamanickam, Melanie Mitchell
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
PolySkill: Learning Generalizable Skills Through Polymorphic Abstraction For Continual Learning
Simon Yu, Gang Li, Weiyan Shi, Peng Qi
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
GneissWeb: Preparing High Quality Data for LLMs at Scale
Hajar Emami Gohari, Swanand Ravindra Kadhe, Yousaf Shah, Constantin M Adam, Abdulhamid Adebayo, Praneet Adusumilli, Farhan Ahmed, Nathalie Baracaldo, Santosh Subhashrao Borse, Yuan-Chi Chang, Xuan-Hong Dang, Nirmit Desai, Revital Eres, Ran Iwamoto, Alexei A. Karve, Yan Koyfman, Wei-Han Lee, Changchang Liu, Boris Lublinsky, Takuya Ohko et al. (12 additional authors not shown)
RETRIEVALFORMER: TRANSFORMER-QUALITY RECOMMENDATIONS WITH EFFICIENT ANN RETRIEVAL AND COLD-START RESILIENCE
Theodore Rogers, Zuhaib Akhtar, Abbas Ganji, Dmitrii Timoshenko, Haoxue Li, Joseph Standerfer, Soyoung Yang
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Binding Visual Features Point by Point
Udith Haputhanthri, Declan Iain Campbell, Jonathan D. Cohen, Taylor Whittington Webb
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
ComMat: Datasets and Benchmarks from complex materials for graph machine learning
Trung-Kien Nguyen, Alain Kadar, Han Zhang, Wenbing Wu, Ahmet E. Emre, Sharon Glotzer, Robert A Riggleman, Nicholas Kotov, Paul Bogdan
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Causal Judge Evaluation (CJE): Auditable, Unbiased Off-Policy Metrics for LLM Systems via Design-by-Projection
Eddie Landesberg
- 19 Sept 2025 (modified: 22 Oct 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Distribution-Calibrated Inference Time Compute for Thinking LLM-as-a-Judge
Hamid Dadkhahi, Firas Trabelsi, Parker Riley, Juraj Juraska, Mehdi Mirzazadeh
- 19 Sept 2025 (modified: 12 Feb 2026)
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Test-Time Scaling for Multistep Reasoning in Small Language Models via A* Search
Alexander Braverman
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Projected Neural Additive Models as Universal Approximators
Nhon N. Phan, Qiang Du, John D. Clayton, WaiChing Sun
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
From Invariant Representations to Invariant Data: Provable Robustness to Spurious Correlations via Noisy Counterfactual Matching
Ruqi Bai, Yao Ji, Zeyu Zhou, David I. Inouye
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Estimating Semantic Alphabet Size for LLM Uncertainty Quantification
Lucas Hurley McCabe, Rimon Melamed, Thomas Hartvigsen, H Howie Huang
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone
Symbolic Planning Using LLM Agents: A Cut-Based Reprompting Approach
Javal Vyas, Antonio Del rio chanona, Mehmet Mercangoz
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Constrained Preference RLHF
Brenden Latham, Mehrdad Moharrami
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
TANGRAM: A Dataset for FPGA-Based Heterogeneous Systems-on-Chip Optimization
Gabriele Montanaro, Francesco Trovò, Davide Zoni
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Learning with Coupled Uncertainty
Waqar Mirza, Eric Mazumdar, Aldo Pacchiano
- 19 Sept 2025 (modified: 11 Feb 2026)
- Submitted to ICLR 2026
- Readers: Everyone
Feedback promotes efficient-coding while attenuating bias in recurrent neural networks
Holly Kular, Robert Kim, John T Serences, Nuttida Rungratsameetaweemana
- 19 Sept 2025 (modified: 24 Nov 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
Lakshya A Agrawal, Shangyin Tan, Dilara Soylu, Noah Ziems, Rishi Khare, Krista Opsahl-Ong, Arnav Singhvi, Herumb Shandilya, Michael J Ryan, Meng Jiang, Christopher Potts, Koushik Sen, Alex Dimakis, Ion Stoica, Dan Klein, Matei Zaharia, Omar Khattab
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Oral
- Readers: Everyone
Deep Learning with Learnable Product-Structured Activations
Saanjali Maharaj, Prasanth B. Nair
- Published: 26 Jan 2026, Last Modified: 11 Apr 2026
- ICLR 2026 Poster
- Readers: Everyone

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Published: 26 Jan 2026, Last Modified: 11 Apr 2026
ICLR 2026 Poster
Readers: Everyone