Scholar
Liyuan Liu
Google Scholar ID: RmvbkzYAAAAJ
Microsoft Research
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Citations & Impact
All-time
Citations
7,647
H-index
27
i10-index
36
Publications
20
Co-authors
12
list available
Contact
Email
ll2@illinois.com
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GitHub
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Publications
9 items
Test-time Recursive Thinking: Self-Improvement without External Feedback
2026
Cited
0
A digital SRAM-based compute-in-memory macro for weight-stationary dynamic matrix multiplication in Transformer attention score computation
2025
Cited
0
Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation
2025
Cited
0
Routing Mamba: Scaling State Space Models with Mixture-of-Experts Projection
2025
Cited
0
Optimal Embedding Learning Rate in LLMs: The Effect of Vocabulary Size
2025
Cited
0
Training Language Models to Generate Quality Code with Program Analysis Feedback
2025
Cited
0
Text Generation Beyond Discrete Token Sampling
2025
Cited
0
An Introduction to Discrete Variational Autoencoders
2025
Cited
0
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Resume (English only)
Academic Achievements
- Paper 'Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs' received Outstanding Paper Honorable Mention at ICLR 2024
- Multiple papers accepted as oral presentations at top conferences like NeurIPS, EMNLP, etc.
Research Experience
- Principal Researcher, MSR, 2025 → Present
- Senior Researcher, MSR, 2022 → 2025
Education
- Ph.D. in Computer Science, University of Illinois at Urbana-Champaign, Advisor: Prof. Jiawei Han
- B.Eng. in Computer Science, University of Science and Technology of China, Advisor: Prof. Linli Xu
Background
Principal Researcher at Microsoft Research. His research focuses on understanding the underlying mechanisms of pretraining heuristics.
Miscellany
Loves skiing and met his amazing wife during a ski trip; DJI fan; plays Sheng Ji (双扣), Ark Nova, and Mafia (狼人杀) with families & friends.
Co-authors
12 total
Jiawei Han
Abel Bliss Professor of Computer Science, University of Illinois
Jianfeng Gao
Microsoft Research, Redmond
Jingbo Shang
Associate Professor, UC San Diego
Xiaodong Liu
Microsoft Research, Redmond
Weizhu Chen
Microsoft, Technical Fellow
Sean (Xiang) Ren
Viterbi Early Career Chair & Associate Professor, University of Southern California
Haoming Jiang
OpenAI; Ex-Amazon; Georgia Institute of Technology
Huan Gui
Google DeepMind
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