Qianli Liu
Scholar

Qianli Liu

Google Scholar ID: 8SLVF5YAAAAJ
The Hong Kong University of Science and Technology
ML SystemEdge Computing
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Citations & Impact
All-time
Citations
1
 
H-index
1
 
i10-index
0
 
Publications
1
 
Co-authors
3
list available
Contact
No contact links provided.
Publications
5 items
TwinQuant: Learnable Subspace Decomposition for 4-Bit LLM Quantization
2026
Cited
0
PPAI: Enabling Personalized LLM Agent Interoperability for Collaborative Edge Intelligence
2026
Cited
0
KVDrive: A Holistic Multi-Tier KV Cache Management System for Long-Context LLM Inference
2026
Cited
0
HLoRA: Efficient Federated Learning System for LLM Heterogeneous Fine-Tuning
2025
Cited
0
Mell: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management
2025
Cited
0
Resume (English only)
Co-authors
3 total
Fahao Chen
Fahao Chen
the University of Aizu
Zicong Hong
Zicong Hong
Department of Computer Science and Engineering, Hong Kong University of Science and Technology
Song Guo
Song Guo
Chair Professor of CSE, HKUST