Chengliang Zhang

Latest

• Citadel: Protecting Data Privacy and Model Confidentiality for Collaborative Learning
• Towards Efficient and Secure Large-Scale Systems for Distributed Machine Learning Training
• BatchCrypt: Efficient Homomorphic Encryption for Cross-Silo Federated Learning
• Enabling Cost-Effective, SLO-Aware Machine Learning Inference Serving on Public Cloud
• Not All Explorations Are Equal: Harnessing Heterogeneous Profiling Cost for Efficient MLaaS Training
• Towards Dependency-Aware Cache Management for Data Analytics Applications
• MArk: Exploiting Cloud Services for Cost-Effective, SLO-Aware Machine Learning Inference Serving
• Stay Fresh: Speculative Synchronization for Fast Distributed Machine Learning