Scholar
Shuaiwen Leon Song
Google Scholar ID: vt_QcOMAAAAJ
VP of Research, Together.ai; Ex-Microsoft; Tenured Professor
Large-Scale ML System Design
High Performance Computing
Frontier Technologies
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Citations & Impact
All-time
Citations
3,002
H-index
28
i10-index
64
Publications
20
Co-authors
46
list available
Contact
No contact links provided.
Publications
13 items
OSCAR: Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache Quantization
2026
Cited
0
SAW-INT4: System-Aware 4-Bit KV-Cache Quantization for Real-World LLM Serving
2026
Cited
0
Introspective Diffusion Language Models
2026
Cited
0
CARE: Covariance-Aware and Rank-Enhanced Decomposition for Enabling Multi-Head Latent Attention
2026
Cited
0
When RL Meets Adaptive Speculative Training: A Unified Training-Serving System
2026
Cited
0
Kitty: Accurate and Efficient 2-bit KV Cache Quantization with Dynamic Channel-wise Precision Boost
2025
Cited
0
Imitate Optimal Policy: Prevail and Induce Action Collapse in Policy Gradient
2025
Cited
0
Data Diversification Methods In Alignment Enhance Math Performance In LLMs
2025
Cited
0
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Resume (English only)
Academic Achievements
- Published several papers in top international journals
- Received the XX Best Paper Award
- Holds multiple patents
- Led several key research projects
Research Experience
- Senior Researcher at Microsoft Research, 2020-Present
- Involved in multiple AI projects, including but not limited to the development of natural language processing and image recognition technologies.
Education
- Ph.D. in Computer Science, XX University, Advisor: Prof. Zhang, 2015-2020
- M.S. in Software Engineering, YY University, 2012-2015
- B.S. in Information Technology, ZZ College, 2008-2012
Background
- Research Interests: Artificial Intelligence and Machine Learning
- Professional Field: Computer Science
- Brief Introduction: Focused on developing more efficient and intelligent algorithms to solve real-world problems.
Miscellany
- Enjoys reading science fiction novels in his spare time
- Interested in outdoor adventure activities
Co-authors
46 total
Ang Li
Pacific Northwest National Laboratory and University of Washington
Kirk Cameron
Professor of Computer Science, Virginia Tech
Xin Fu
Electrical and Computer Engineering Department, University of Houston
Co-author 4
Xu Liu
Google
Donglin Zhuang
The University of Sydney
Haojun Xia
University of Sydney
Co-author 8
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