Jiaming Tang
Scholar

Jiaming Tang

Google Scholar ID: lXLFEIAAAAAJ
Ph.D. student, MIT
Machine Learning System
Citations & Impact
All-time
Citations
1,799
 
H-index
5
 
i10-index
5
 
Publications
7
 
Co-authors
11
list available
Resume (English only)
Academic Achievements
  • Publications: Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference (ICML 2024); AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration (MLSys 2024, Best Paper Award). Projects: AWQ has received over 2,048 stars on GitHub and is integrated into Transformers, vLLM, FastChat, TensorRT-LLM, and TGI.
Research Experience
  • Undergraduate researcher at SJTU EPCC Lab, advised by Prof. Jingwen Leng during junior year.
Education
  • B.Eng. in Computer Science from Shanghai Jiao Tong University (ACM Honors Class), advised by Prof. Jingwen Leng; Ph.D. student at MIT EECS, advised by Prof. Song Han.
Background
  • Research Interests: Efficient Algorithms and Systems for Large Language Models. Background: Currently a first-year Ph.D. student at MIT EECS.