Yuxiong He

Researcher, Microsoft

Joined

December 2017

Names

Yuxiong He

Emails

****@microsoft.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Microsoft (microsoft.com)

2010 – Present

Advisors, Relations & Conflicts

PhD Advisor

Charles E. Leiserson

2003 – 2008

Expertise

parallel processing

Present

distributing computing

Present

deep learning systems

Present

Publications

Learning to Self-Evolve
Xiaoyin Chen, Canwen Xu, Yite Wang, Boyi Liu, Zhewei Yao, Yuxiong He
- LLA 2026 Poster
- Readers: Everyone
VizAgentBench: Benchmarking Multimodal Agent Reasoning on Coordinated Multi-View Visual Analytics Tasks
Guande Wu, Canwen Xu, Eden Wu, Zhewei Yao, Yuxiong He
- Submitted to ICLR 2026
- Readers: Everyone
XYZ-Text2SQL-R1: Simple Rewards, Strong Reasoning in Text-to-SQL
Zhewei Yao, Guoheng Sun, Łukasz Borchmann, Zheyu Shen, Minghang Deng, Bohan Zhai, Hao Zhang, Ang Li, Yuxiong He
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
AR Models can be Faster and More Accurate Parallel Decoders than Diffusion LLMs
Lanxiang Hu, Siqi Kou, Yichao Fu, Samyam Rajbhandari, Tajana Rosing, Yuxiong He, Zhijie Deng, Hao Zhang
- Submitted to ICLR 2026
- Readers: Everyone
DARE-bench: Evaluating Modeling and Instruction Fidelity of LLMs in Data Science
Fan Shu, Yite Wang, Ruofan Wu, Boyi Liu, Zhewei Yao, Yuxiong He, Feng Yan
- ICLR 2026 Poster
- Readers: Everyone
SwiftKV: Fast Prefill-Optimized Inference with Knowledge-Preserving Model Transformation
Aurick Qiao, Zhewei Yao, Samyam Rajbhandari, Yuxiong He
- Submitted to ICLR 2025
- Readers: Everyone
ConvCodeWorld: Benchmarking Conversational Code Generation in Reproducible Feedback Environments
Hojae Han, seung-won hwang, Rajhans Samdani, Yuxiong He
- ICLR 2025 Poster
- Readers: Everyone
DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies
Shuaiwen Leon Song, Bonnie Kruft, Minjia Zhang, Conglong Li, Shiyang Chen, Chengming Zhang, Masahiro Tanaka, Xiaoxia Wu, Mohammed AlQuraishi, Gustaf Ahdritz, Christina Floristean, Rick L. Stevens, Venkatram Vishwanath, Arvind Ramanathan, Sam Foreman, Kyle Hippe, Prasanna Balaprakash, Yuxiong He
- NeurIPS2023-AI4Science Poster
- Readers: Everyone
AdaSR: Adaptive Super Resolution for Cross Platform and Dynamic Runtime Environments
Syed Zawad, Zhewei Yao, Cheng Li, Feng Yan, Yuxiong He
- Submitted to ICLR 2024
- Readers: Everyone
ZeRO++: Extremely Efficient Collective Communication for Large Model Training
Guanhua Wang, Heyang Qin, Sam Ade Jacobs, Xiaoxia Wu, Connor Holmes, Zhewei Yao, Samyam Rajbhandari, Olatunji Ruwase, Feng Yan, Lei Yang, Yuxiong He
- ICLR 2024 poster
- Readers: Everyone

View all 37 publications

Co-Authors

View all 87 co-authors