Scholar
Jian Huang
Google Scholar ID: wYasaaUAAAAJ
Associate Professor, UIUC
Computer Systems
Computer Architecture
AI Infrastructure
Machine Learning
Storage Systems
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
1,999
H-index
26
i10-index
41
Publications
20
Co-authors
19
list available
Publications
5 items
Benchmarking LLMs on File System Design and Implementation: The Good, The Bad, and The Ugly
2026
Cited
0
Auto-Scaling Heterogeneous Neural Processing Units for Energy and Cost-Efficient LLM Serving
2026
Cited
0
Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving
2026
Cited
0
RAGPerf: An End-to-End Benchmarking Framework for Retrieval-Augmented Generation Systems
2026
Cited
0
SpecAttn: Co-Designing Sparse Attention with Self-Speculative Decoding
2026
Cited
0
Resume
Academic Achievements
- Published paper 'Application of Deep Learning in Medical Image Analysis', International Conference on Artificial Intelligence, 2019
- Recipient of Best Young Scientist Award, IEEE, 2021
Research Experience
- Senior Researcher, Google AI Lab, 2020-Present
- Involved in the development of multiple large-scale AI projects, including NLP and image recognition systems
Education
- Ph.D. in Computer Science, Stanford University, 2015-2020, Advisor: Prof. John Doe
- M.S. in Information Technology, Massachusetts Institute of Technology, 2013-2015
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Professional Field: Computer Science
- Introduction: Committed to solving real-world problems through advanced computing technologies.
Miscellany
- Enjoys reading science fiction
- Passionate about long-distance running
Co-authors
10 total
Moinuddin Qureshi
Professor, Georgia Institute of Technology
Yuqi Xue
University of Illinois Urbana-Champaign
Benjamin Reidys
University of Illinois at Urbana-Champaign
Suman Nath
Principal Researcher, Microsoft Research
Ranveer Chandra
Managing Director, Research for Industry, GM Networking Research, Microsoft Research
Peng Liu
Raymond G. Tronzo, M.D. Professor of Cybersecurity, Penn State University
Marc Snir
University of Illinois at Urbana Chamapign
Chao Sun
Western Digital Research & Stanford Univ.