Liqian Peng
Scholar

Liqian Peng

Google Scholar ID: WnzIgp8AAAAJ
Google
LLMModel ReductionPhysics-Informed ML
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Citations & Impact
All-time
Citations
740
 
H-index
8
 
i10-index
7
 
Publications
20
 
Co-authors
11
list available
Contact
No contact links provided.
Publications
4 items
Think Deep, Not Just Long: Measuring LLM Reasoning Effort via Deep-Thinking Tokens
2026
Cited
0
Compressing Many-Shots in In-Context Learning
2025
Cited
0
You Only Fine-tune Once: Many-Shot In-Context Fine-Tuning for Large Language Model
2025
Cited
0
Privacy-preserved LLM Cascade via CoT-enhanced Policy Learning
2024
Cited
1
Resume (English only)
Co-authors
11 total
Co-author 1
Co-author 1
Co-author 2
Co-author 2
Tao Zhou
Tao Zhou
Web Sciences Center
Co-author 4
Co-author 4
Jue Zhang
Jue Zhang
Microsoft, Peking University, IHEP, Univ. of Florida, USTC
Co-author 6
Co-author 6
Mykel J. Kochenderfer
Mykel J. Kochenderfer
Associate Professor, Stanford University
Co-author 8
Co-author 8