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Challenges in Inference-Time Scaling with Uncertainty-Aware Tree Search
Jacopo Minniti, Neil Band, Tim G. J. Rudner
- Published: 02 Mar 2026, Last Modified: 11 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
AI-rithmetic
Alex Bie, Travis Dick, Alex Kulesza, Prabhakar Raghavan, Vinod Raman, Sergei Vassilvitskii
- Published: 02 Mar 2026, Last Modified: 02 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
Limits of Difficulty Scaling: Hard Samples Yield Diminishing Returns in GRPO-Tuned SLMs
Suraj Yadav, Siddharth Yadav, Parth Goyal
- Published: 02 Mar 2026, Last Modified: 08 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
I Can't Believe It's Not Robust: Catastrophic Collapse of Safety Classifiers under Embedding Drift
Subramanyam Sahoo, Vinija Jain, Divya Chaudhary, Aman Chadha
- Published: 02 Mar 2026, Last Modified: 06 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
A Pilot Study on Doubt Robustness of LLMs in Clinical Prediction Explanation
Juhwan Choi, Sangchul Hahn, Eunho Yang
- Published: 02 Mar 2026, Last Modified: 03 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
Random Is Hard to Beat: Active Selection in Online DPO with Modern LLMs
Giyeong Oh, Junghyun Lee, Jaehyun Park, Youngjae Yu, Wonho Bae, Junhyug Noh
- Published: 02 Mar 2026, Last Modified: 09 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
EsoLang-Bench: Evaluating Genuine Reasoning in Large Language Models via Esoteric Programming Languages
Aman Sharma, Paras Chopra
- Published: 02 Mar 2026, Last Modified: 06 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
Beyond Suffixes: Token Position in GCG Adversarial Attacks on Large Language Models
Hicham Eddoubi, Umar Faruk Abdullahi, Fadi Hassan
- Published: 02 Mar 2026, Last Modified: 08 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
The Missing Red Line: How Commercial Pressure Erodes AI Safety Boundaries
Nora Petrova, John Burden
- Published: 02 Mar 2026, Last Modified: 02 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
NON-MONOTONICITY AND CATASTROPHIC RISK OF PROMPT INTERVENTIONS IN ADVERSARIAL LLM CONTROL
Koki Inoue, Naoya Takashima, Hayato Fujihara, SHUYA HIGUCHI, Kota Shimomura, Ryuta Shimogauchi, Takayoshi Yamashita
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
Can Multi-Modal LLMs Provide Live Step-by-Step Task Guidance?
Apratim Bhattacharyya, Bicheng Xu, Sanjay Haresh, Reza Pourreza, Litian Liu, Sunny Panchal, Pulkit Madan, Leonid Sigal, Roland Memisevic
- Published: 02 Mar 2026, Last Modified: 09 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
One Step Forward, Two Steps Back: Regression Errors and Cost Inefficiencies in LLM Iterative Refinement for Code Generation
Lucas Teixeira Borges, RICARDO RIOS
- Published: 02 Mar 2026, Last Modified: 08 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
When can you TRUST Large Language Models?
Radu Paradovschi, Darvin Yi, Andrew Rabinovich, Zhao Chen
- Published: 02 Mar 2026, Last Modified: 06 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
Improving Proxy Transfer via Intermediate Proxy Tuning
Kevin Kuo, Ayush Sehgal, Robert Pare, Virginia Smith
- Published: 02 Mar 2026, Last Modified: 06 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
Knowing Is Not Seeing. Limits of Physical Problem Solving in VLMs
Karim Elmaaroufi, Kevin Chon, Justin Svegliato, Lakshya A Agrawal, Matei Zaharia, Sanjit A. Seshia
- Published: 02 Mar 2026, Last Modified: 09 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
EoRA: Fine-tuning-free Compensation for Compressed LLM with Eigenspace Low-Rank Approximation
Shih-Yang Liu, Maksim Khadkevich, Nai Chit FUNG, Charbel Sakr, Chao-Han Huck Yang, Chien-Yi Wang, Saurav Muralidharan, Hongxu Yin, Kwang-Ting Cheng, Jan Kautz, Yu-Chiang Frank Wang, Pavlo Molchanov, Min-Hung Chen
- Published: 02 Mar 2026, Last Modified: 12 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
Beyond Continuity: Challenges of Context Switching in Multi-Turn Dialogue with LLMs
Aditya Sinha, Harald Steck, Vito Claudio Ostuni, Matteo Rinaldi
- Published: 02 Mar 2026, Last Modified: 08 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
Lost in Translation: Why SOTA LLMs Struggle with French NLU Frontiers
David Beauchemin, Yan Tremblay, Mohamed Amine Youssef, Richard Khoury
- Published: 02 Mar 2026, Last Modified: 02 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
Not All Time Is Gregorian: Evaluating LLMs on Cultural Calendar Systems
Deepon Halder, Adish Pandya, Raj Dabre
- Published: 02 Mar 2026, Last Modified: 08 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
The Continuous Space Gap: Why VLMs Fail in Continuous Geometric Reasoning
Yikun Zong, Cheston Tan
- Published: 02 Mar 2026, Last Modified: 03 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
Retrieval or Representation? Reassessing Benchmark Gaps in Multilingual and Visually Rich RAG
Martin Asenov, Kenza Benkirane, Daniel Goldwater, Aneiss Ghodsi
- Published: 02 Mar 2026, Last Modified: 06 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
Style over Substance: LLM-as-a-Judge Fails to Evaluate Multi-Party Social Dialogue
Kunal Samanta, Faisal Tareque Shohan, Amine Trabelsi, Richard Khoury
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
Probing and Steering Chain-of-Thought Unfaithfulness in Language Models
Giovanni Maria Occhipinti, Alessandro Abate, Nandi Schoots
- Published: 02 Mar 2026, Last Modified: 08 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
Evaluating Ill-Defined Tasks in Large Language Models
Yi Zhou, Basel Shbita
- Published: 02 Mar 2026, Last Modified: 06 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
The Limits of Long-Context Reasoning in Automated Bug Fixing
Ravi Shanker Raju, Mengmeng Ji, Shubhangi Upasani, Bo Li, Urmish Thakker
- Published: 02 Mar 2026, Last Modified: 06 Mar 2026
- ICLR 2026 Workshop ICBINB
- Readers: Everyone

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