Publications

You can also find my articles on my Google Scholar profile.

[1]

KVDrive: A Holistic Multi-Tier KV Cache Management System for Long-Context LLM Inference

Jian Lin, Jiazhi Mi, Zicong Hong, Haodong Wang, Qianli Liu, Haoyue Zhang, Peng Li, and Song Guo

ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD), 2026

[2]

DIRECTOR: Accelerating Distributed MoE Serving via Online Proactive Expert Placement

Qianli Liu, Kaibin Guo, Zicong Hong, Peng Li, Fahao Chen, Haodong Wang, Jian Lin, and Song Guo

IEEE International Conference on Computer Communications (INFOCOM), 2026

[3]

PPAI: Enabling Personalized LLM Agent Interoperability for Collaborative Edge Intelligence

Zile Wang*, Qianli Liu*, Kaibin Guo, Haodong Wang, Jian Lin, Zicong Hong, and Song Guo (* indicates equal contribution)

IEEE International Conference on Computer Communications (INFOCOM), 2026

[4]

MELL: Memory-Efficient Large Language Model Serving via Multi-GPU KV Cache Management

Qianli Liu, Zicong Hong, Peng Li, Fahao Chen, and Song Guo

IEEE International Conference on Computer Communications (INFOCOM), 2025