Publication Beyond representational alignment with brain-guided language models for robust reasoning Mingqing Xiao, Kai Du, Zhouchen Lin June 2026 arXiv | June 2026
Publication Sonar-TS: Search-Then-Verify Natural Language Querying for Time Series Databases Zhao Tan, Yiji Zhao, Shiyu Wang, Chang Xu, Yuxuan Liang, Xiping Liu, Shirui Pan, Ming Jin ICML 2026 | June 2026
Publication From Content to Knowledge: Lightning Fast Long-Video Understanding with Neural Knowledge Representations Yuchen Guan, X. Li, Zongyu Guo, Xiaoyi Zhang, Xiulian Peng, Chun Yuan, Yan Lu ICML 2026 | June 2026
Publication SG2Loc: Sequential Visual Localization on 3D Scene Graphs Nicole Damblon, Olga Vysotska, Federico Tombari, Marc Pollefeys, Dániel Baráth ICML 2026 | June 2026
Publication Benchmarking AI Agents for Addressing Scientific Challenges Across Scales Tianyu Liu, Allen Wang, Antonia Panescu, Lisa Chen, Wenxin Long, Xinyu Wei, Yueqian Jing, Ziyao Zeng, Jihang Chen, Sihang Jiang, Ziqing Wang, Siyi Gu, Siyu Chen, Xinyang Hu, Haoran Shao, Leqi Xu, Wangjie Zheng, Zhiyuan Cao, Ada Fang, Botao Yu, Kunyang Sun, Rex Ying, Arman Cohan, Qingyu Chen, Lingzhou Xue, Kaize Ding, Yuanqi Du, Wengong Jin, Zhuoran Yang, M. Zitnik, James Zou, Hua Xu, Hongyu Zhao June 2026 arXiv | June 2026
Publication Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Jiajie Jin, Yuyang Hu, Kai Qiu, Qi Dai, Chong Luo, Guanting Dong, Xiaoxian Li, Tong Zhao, Xiaolong Ma, Gongrui Zhang, Zhirong Wu, Bei Liu, Zhengyuan Yang, Linjie Li, Lijuan Wang, Hongjin Qian, Yutao Zhu, Zhicheng Dou June 2026 arXiv | June 2026
Publication The Power of Test-Time Training for Approximate Sampling Noah Golowich, A. Moitra, Dhruv Rohatgi June 2026 arXiv | June 2026
Publication Bandit Social Leaning Dynamics with Exploration Episodes Kiarash Banihashem, Natalie Collina, Aleksandrs Slivkins 2026 ICML 2026 | June 2026
Publication Express Language Modeling Albert Gong, A. Carrell, Raaz Dwivedi, Lester Mackey June 2026 arXiv | June 2026
Publication WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces Wanli Li, Bowen Zhou, Yu Yu, Zhouyun Xu, Yifan Yang, Dongsheng Li, Caihua Shan June 2026 arXiv | June 2026