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Published Date

Publication

The Coverage Principle: How Pre-Training Enables Post-Training

Fan Chen, Audrey Huang, Noah Golowich, Sadhika Malladi, Adam Block, Jordan T. Ash, Akshay Krishnamurthy, Akshay Krishnamurthy, Dylan J. Foster

ICLR 2026 | October 2025

Career Opportunity

AI Operations Intern/ AI运营与组织创新实习生

Posted: October 14, 2025

Location: Beijing, China

Research Area(s): Artificial intelligence

岗位名称：AI Operations Intern/ AI运营与组织创新实习生工作性质：全职实习生招聘人数：1人工作地点：北京组别简介：作为微软亚洲研究院的一部分，这是一个新成立的virtual team，主要致力于探索如何运用和开发AI工具来重塑日常运营、招聘和组织管理。这里你将有机会参与并探索AI驱动的组织架构设计和运营管理, 推…

Publication

EvoTest: Evolutionary Test-Time Learning for Self-Improving Agentic Systems

Yufei He, Juncheng Liu, Yue Liu, Yibo Li, Tri Cao, Zhiyuan Hu, Xinxing Xu, Bryan Hooi

ICLR 2026 | October 2025

Publication

AdaptCache: KV Cache Native Storage Hierarchy for Low-Delay and High-Quality Language Model Serving

Shaoting Feng, Hanchen Li, Kuntai Du, Zhuohan Gu, Yuhan Liu, Jiayi Yao, Siddhant Ray, Samuel Shen, Yihua Cheng, Ganesh Ananthanarayanan, Junchen Jiang

ACM SOSP BigMem Workshop | October 2025

Publication

DocReward: A Document Reward Model for Structuring and Stylizing

Junpeng Liu, Yuzhong Zhao, Bowen Cao, Jiayu Ding, Yilin Jia, Tengchao Lv, Yupan Huang, Shaohan Huang, Nan Yang, Li Dong, Lei Cui, Tao Ge, Xun Wang, Huitian Jiao, Sun Mao, Fnu Kartik, Siqing Chen, Wai Lam, Furu Wei

October 2025

Publication

Representation-Based Exploration for Language Models: From Test-Time to Post-Training

Jens Tuyls, Dylan Foster, Akshay Krishnamurthy, Jordan Ash

ICLR 2026 | October 2025

Publication

AutoVerus: Automated Proof Generation for Rust Code

Chenyuan Yang, Xuheng Li, Md Rakib Hossain Misu, Jianan Yao, Weidong Cui, Yeyun Gong, Chris Hawblitzel, Shuvendu Lahiri, Jay Lorch, Shuai Lu, Fan Yang, Ziqiao Zhou, Shan Lu

Object-Oriented Programming, Systems, Languages & Applications (OOPSLA) | October 2025

Distinguished Artifact Award

Github Project

Publication

Flow Matching-Based Autonomous Driving Planning with Advanced Interactive Behavior Modeling

Tianyi Tan, Yinan Zheng, Ruiming Liang, Zexu Wang, Kexin Zheng, Jinliang Zheng, Jianxiong Li, Xianyuan Zhan, Jingjing Liu

NeurIPS 2025 | October 2025

Tool

MCP Interviewer

MCP Interviewer is a Python CLI tool that helps you catch MCP server issues before your agents do. The MCP Interviewer ensures compliance with provider constraints and offers warnings when recommended guidance is not followed, while…

GitHub

Publication

Converting Spatial to Social: Using Persistent Homology to Understand Social Groups

Valerie K. Chen, Claire Liang, Julie A. Shah, Sean Andrist

Proceedings of the 27th International Conference on Multimodal Interaction | October 2025

Artificial Intelligence

Highlights