Publication BiasBusters: Uncovering and Mitigating Tool Selection Bias in Large Language Models Thierry Blankenstein, Jialin Yu, Zixuan Li, Vassilis Plachouras, Sunando Sengupta, Philip H. S. Torr, Yarin Gal, Alasdair Paren, Adel Bibi ICLR 2026 | September 2025
Publication Building Benchmarks from the Ground Up: Community-Centered Evaluation of LLMs in Healthcare Chatbot Settings H. Hamna, Gayatri Bhat, Sourabrata Mukherjee, Faisal Lalani, Evan Hadfield, Divya Siddarth, Kalika Bali, Sunayana Sitaram CHI 2026 | September 2025 Honorable Mention Award
Publication AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation Xin Ding, Jianyu Wei, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Hao Wu, Fucheng Jia, Liang Mi, Yuxuan Yan, Weijun Wang, Yunxin Liu, Zhibo Chen, Ting Cao ICML 2026 | September 2025
Publication When MLLMs Meet Compression Distortion: A Coding Paradigm Tailored to MLLMs Jinming Liu, Zhaoyang Jia, Jiahao Li, Bin Li, Xin Jin, Wenjun Zeng, Yan Lu ICLR 2026 | September 2025
Publication Hyperspherical Latents Improve Continuous-Token Autoregressive Generation Guolin Ke, Hui Xue ICLR 2026 | September 2025
Publication PixelCraft: A Multi-Agent System for High-Fidelity Visual Reasoning on Structured Images Shuoshuo Zhang, Zijian Li, Yizhen Zhang, Jingjing Fu, Lei Song, Jiang Bian, Jun Zhang, Yujiu Yang, Rui Wang ICLR 2026 | September 2025
Publication PerfBench: Can Agents Resolve Real-World Performance Bugs? Spandan Garg, Roshanak Zilouchian Moghaddam, Neel Sundaresan September 2025 September 2025
Publication In-Context Compositional Q-Learning for Offline Reinforcement Learning Qiushui Xu, Yuhao Huang, Yushu Jiang, Lei Song, Jinyu Wang, Wenliang Zheng, Jiang Bian ICLR 2026 | September 2025
Publication ImaginationVellum: Generative-AI Ideation Canvas with Spatial Prompts, Generative Strokes, and Ideation History Nicolai Marquardt, A. Roseway, Hugo ROMAT, Payod Panda, Michel Pahud, Gonzalo A. Ramos, S. Drucker, Andrew D. Wilson, Ken Hinckley, Nathalie Henry Riche User Interface Software and Technology | September 2025 Honorable Mention, UIST 2025 Project
Publication SysMoBench: Evaluating AI on Formally Modeling Complex Real-World Systems Qian Cheng, Ruize Tang, Emilie Ma, Finn Hackett, Peiyang He, Yiming Su, Ivan Beschastnikh, Yu Huang, Xiaoxing Ma, Tianyin Xu ICLR 2026 | September 2025