Publications
You can also find my articles on my Google Scholar profile.
- Communication-Efficient Federated Learning with Pre-Executed Gradient Descent Paper
- Accelerating Federated Learning through Dropout of Renewable Neuron Parameters Paper
- SwiftFL: Enabling Speculative Training for On-Device Federated Deep Learning Paper
- Unveiling Evasive Ransomware and Breaking Through the Predicament: A Comprehensive Review of Evasion Techniques and Defense Mechanisms Paper
- CryptPEFT: Efficient and Private Neural Network Inference via Parameter-Efficient Fine-Tuning Paper
- FuzzyHawk: Unveiling Ransomware Behavior Patterns via Graph-Based Fuzzy Matching Paper
- Exploring the Ransomware Ecosystem and the Active Defense Concept: Review of Attacks and Defense 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
- ShuffleFL: Gradient-preserving Federated Learning using Trusted Execution Environment Paper
- Enabling Rack-scale Confidential Computing using Heterogeneous Trusted Execution Environment Paper
- Taxi or Hitchhiking: Predicting Passenger's Preferred Service on Ride Sharing Platforms Paper