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Published Date

Publication

Act While Thinking: Accelerating LLM Agents via Pattern-Aware Speculative Tool Execution

Yifan Sui, Han Zhao, Rui Ma, Zhiyuan He, Hao Wang, Jianxun Li, Yuqing Yang

March 2026

Publication

ProRL Agent: Rollout-as-a-Service for RL Training of Multi-Turn LLM Agents

Hao Zhang, Mingjie Liu, Shaokun Zhang, Song Han, Jian Hu, Zhenghui Jin, Yuchi Zhang, Shizhe Diao, Ximing Lu, Binfeng Xu, Zhiding Yu, Jan Kautz, Yiyao Dong

March 2026

Publication

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

Edward Lin, Sahil Modi, S. Hari, Qijing Huang, Zhifan Ye, N. Qin, Fengzhe Zhou, Yuan Zhang, Jingquan Wang, S. Damani, Dheeraj Peri, Ouye Xie, Aditya Kane, Moshe Maor, M. Behar, Triston Cao, Rishabh Mehta, Vartika Singh, Vikram Sharma Mailthody, Te-Wei Chen, Zihao Ye, Hanfeng Chen, Tianqi Chen, Vinod Grover, Wei Chen, Wei Liu, Eric Chung, L. Ceze, Roger A. Bringmann, C. Zeller, M.F. Lightstone, Christos Kozyrakis, Humphrey Shi

March 2026

Publication

MemMA: Coordinating the Memory Cycle through Multi-Agent Reasoning and In-Situ Self-Evolution

Min Lin, Zhiwei Zhang, Hanqing Lu, Hui Liu, Xianfeng Tang, Qi He, XiangRui Zhang, Suhang Wang

March 2026

Publication

From Servers to Sites: Compositional Power Trace Generation of LLM Inference for Infrastructure Planning

Grant Wilkins, Fiodar Kazhamiaka, Ram Rajagopal

March 2026

Publication

HypeMed: Enhancing Medication Recommendations with Hypergraph-Based Patient Relationships

Xiangxu Zhang, Xiao Zhou, Hongteng Xu, Jianxun Lian

March 2026

Career Opportunity

Principal Data Scientist

Posted: March 18, 2026

Location: Redmond, WA, US

Research Area(s): Artificial intelligence, Data platforms and analytics

MSN is a personalized content feed powering user experiences across Microsoft. Our mission is to empower every person on the planet to be informed, entertained, and inspired. We are looking for an experienced Principal Data Scientist…

Publication