Zhuotao Liu
3 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
reinforcement learning
(1)
knowledge distillation
(1)
privacy preservation
(1)
recurrent neural network
(1)
congestion control
(1)
datacenter networking
(1)
programmable network
(1)
flow completion time
(1)
active queue management
(1)
random early detection
(1)
queue length
(1)
parameter adjustment
(1)
neural network inference
(1)
traffic analysis
(1)
line-speed processing
(1)
large language model
(1)
on-premises deployment
(1)
model confidentiality
(1)
distillation attack
(1)
layer security
(1)
Papers
A Middle Path for On-Premises LLM Deployment: Preserving Privacy Without Sacrificing Model Confidentiality
EMNLP 2025
PRED: Performance-oriented Random Early Detection for Consistently Stable Performance in Datacenters
NSDI 2025
Brain-on-Switch: Towards Advanced Intelligent Network Data Plane via NN-Driven Traffic Analysis at Line-Speed
NSDI 2024