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Published Date

Publication

Agentic Evolution: From Self-Improving Agents to Co-Evolving Human-AI Systems

Sico Team

June 2026

Project

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

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

Event

MSR India Academic Research Summit 2026

June 9, 2026 – June 10, 2026 | Bengaluru, India

The Microsoft Research India Academic Research Summit 2026 is a vibrant convergence of ideas, bringing together leading researchers, faculty, and innovators from across the country. The summit, over two days, fosters rich dialogue and meaningful…

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

Artificial Intelligence

Highlights