论文与出版物 Unlocking Zero-Shot Geospatial Reasoning via Indirect Rewards Chenhui Xu, Fuxun Yu, Mike Bianco, Jacob Kovarskiy, Raphael Tang, Qi Zhang, Zirui Xu, William Levine, Brandon Dubbs, Heming Liao, C. Burgess, Suvam Bag, Jay Patravali, Rupanjali Kukal, Mikael Figueroa, Rishi Madhok, Nikolaos Karianakis, Jinjun Xiong ICML 2026 | September 2025
论文与出版物 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
论文与出版物 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
论文与出版物 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
论文与出版物 Hyperspherical Latents Improve Continuous-Token Autoregressive Generation Guolin Ke, Hui Xue ICLR 2026 | September 2025
论文与出版物 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
论文与出版物 PerfBench: Can Agents Resolve Real-World Performance Bugs? Spandan Garg, Roshanak Zilouchian Moghaddam, Neel Sundaresan September 2025 September 2025
论文与出版物 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
论文与出版物 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 项目
论文与出版物 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