I an an Associate Professor at the State Key Laboratory of Cyberspace Security Defense, Institute of Information Engineering, Chinese Academy of Sciences (CAS).
I recently received my Ph.D. from Institute of Information Engineering, Chinese Academy of Sciences (CAS). I was advised by Rui Hou.
Research Interests
- Privacy-preserving Inference for Large Language Models (LLMs)
- Federated Learning
- Confidential Computing
- Ransomware attack detection
Selected Publications
- SwiftFL: Enabling Speculative Training for On-Device Federated Deep Learning Paper
- CryptPEFT: Efficient and Private Neural Network Inference via Parameter-Efficient Fine-Tuning Paper
- An Efficient Speculative Federated Tree Learning System With a Lightweight NN-Based Predictor Paper
- Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Paper
- ERW-Radar: An Adaptive Detection System against Evasive Ransomware by Contextual Behavior Detection and Fine-grained Content Analysis Paper
- SpecFL: An Efficient Speculative Federated Learning System for Tree-based Model Training Paper
Projects
- Principal Investigator (PI) for two NSFC programs: the Youth Program and the Special Program for Macro-control.
- Core contributor for two major national research initiatives: the National Key R&D Program of China and the CAS Strategic Priority Research Program.
Activity and Services
PACT Artifact Evaluation Committee, PACT 2023.
TPC Member for ICA3PP 2025.
TPC Member for ICPADS 2025.