Mao Yang
Assistant Managing Director
News & features
Microsoft at SOSP 2024: Innovations in systems research
Building resilient systems, scaling deep learning computation, and reproducing failures in production are just some of the ways Microsoft researchers are advancing the state of the art in computer systems research at SOSP 2024.
Research Focus: Week of July 15, 2024
Advancing time series analysis with multi-granularity guided diffusion model; An algorithm-system co-design for fast, scalable MoE inference; What makes a search metric successful in large-scale settings; learning to solve PDEs without simulated data.
Research Focus: Week of May 13, 2024
Welcome to Research Focus, a series of blog posts that highlights notable publications, events, code/datasets, new hires and other milestones from across the research community at Microsoft. Large language models (LLMs) have shown remarkable performance in generating text similar to…
Research Focus: Week of March 18, 2024
Welcome to Research Focus, a series of blog posts that highlights notable publications, events, code/datasets, new hires and other milestones from across the research community at Microsoft. Large language models (LLMs) have shown impressive capabilities, yet they still struggle with…
In the news | "LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup"
Microsoft Research Focus
Efficient and hardware-friendly neural architecture search with SpaceEvo
| Li Lyna Zhang, Jiahang Xu, Quanlu Zhang, Yuqing Yang, Ting Cao, and Mao Yang
A persistent challenge in deep learning is optimizing neural network models for diverse hardware configurations, balancing performance and low latency. Learn how SpaceEvo automates hardware-aware neural architecture search to fine-tune DNN models for swift execution on diverse devices.
Awards | NeurIPS Conference 2022
Yujing Wang, Ziming Miao, Qi Chen, Yuqing Xia, Xing Xie, Mao Yang and Zheng Liu receive Outstanding Paper award at NeurIPS 2022
Yujing Wang, Ziming Miao, Qi Chen, Yuqing Xia, Xing Xie, Mao Yang, and Zheng Liu researchers from Microsoft Research Asia lab along with co-authors Yujing Wang, Yingyan Hou, Haonan Wang, Ziming Miao, Shibin Wu, Hao Sun, Chengmin Chi, Guoshuai Zhao,Zheng…