Supervised Work
- 32 results
Search results
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Improving the Efficiency of Federated Recommender System
YANG, L. (Author), CHEN, K. (Supervisor) & YANG, Q. (Supervisor), 2025Student thesis: Doctoral thesis
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Advanced Retrieval-Augmented Generation in Multi-Turn Dialogues and Heterogeneous Multi-Cloud Computing Environments
ZHANG, F. (Author), CHEN, K. (Supervisor), 2025Student thesis: Master's thesis
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Towards Trustworthy Intelligence: Safeguarding Privacy and Security in Machine Learning
HOU, S. (Author), CHEN, K. (Supervisor) & LI, S. (Supervisor), 2025Student thesis: Doctoral thesis
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Network transport for AI-centric networking
WANG, H. (Author), CHEN, K. (Supervisor), 2025Student thesis: Doctoral thesis
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Secure and practical federated matrix factorization
CHAI, D. (Author), CHEN, K. (Supervisor) & YANG, Q. (Supervisor), 2025Student thesis: Doctoral thesis
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Towards communication-efficient distributed training systems
WAN, X. (Author), CHEN, K. (Supervisor), 2025Student thesis: Doctoral thesis
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Towards Efficient and Accessible Systems for Distributed Machine Learning
XU, K. (Author), CHEN, K. (Supervisor), 2025Student thesis: Doctoral thesis
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Minimum exposure approach for trustworthy vertical federated learning
GAO, D. (Author), CHEN, K. (Supervisor) & YANG, Q. (Supervisor), 2025Student thesis: Doctoral thesis
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Towards Efficient and Scalable RDMA Networking for Datacenter Applications
LI, W. (Author), CHEN, K. (Supervisor), 2025Student thesis: Doctoral thesis
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Towards Efficient GPU Interconnect for AI-centric Systems
REN, Z. (Author), CHEN, K. (Supervisor), 2025Student thesis: Doctoral thesis
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Advancing high-performance and scalable RDMA NICs for datacenters
WANG, Z. (Author), CHEN, K. (Supervisor), 2025Student thesis: Doctoral thesis
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Selective Multi-Source, Non-IID Transfer Learning for Urban Spatio-Temporal Forecasting
JIN, Y. (Author), CHEN, K. (Supervisor) & YANG, Q. (Supervisor), 2025Student thesis: Doctoral thesis
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Application-Aware Communication Optimization for Distributed Systems
LIAO, X. (Author), CHEN, K. (Supervisor), 2025Student thesis: Doctoral thesis
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In-network key-value cache with linearizability
QIN, Y. (Author), CHEN, K. (Supervisor), 2024Student thesis: Master's thesis
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Multi-source cross-city transfer learning for region-based spatial distribution prediction on ride-hailing demand
GENG, X. (Author), CHEN, K. (Supervisor) & YANG, Q. (Supervisor), 2024Student thesis: Doctoral thesis
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Towards high-performance datacenter systems with application-oriented optimizations
ZENG, C. (Author), CHEN, K. (Supervisor), 2023Student thesis: Doctoral thesis
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Network congestion control with deep reinforcement learning
TIAN, H. (Author), CHEN, K. (Supervisor) & YANG, Q. (Supervisor), 2023Student thesis: Doctoral thesis
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Towards efficient and effective distributed training and inference system for large-scale machine learning
WANG, W. (Author), CHEN, K. (Supervisor), 2023Student thesis: Doctoral thesis
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Towards efficient deep learning systems with learning-based optimizations
WANG, Y. (Author), CHEN, K. (Supervisor), 2023Student thesis: Doctoral thesis
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Accelerating privacy-preserving machine learning with genibatch
HUANG, X. (Author), CHEN, K. (Supervisor), 2023Student thesis: Master's thesis
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Efficient two-party vertical federated linear model with TTP-aided secret sharing
FAN, M. (Author), CHEN, K. (Supervisor), 2023Student thesis: Master's thesis
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Towards high-performance hardware acceleration for cross-silo federated learning
CHENG, X. (Author), CHEN, K. (Supervisor), 2023Student thesis: Master's thesis
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Secure forward aggregation for vertical federated neural networks
CAI, S. (Author), CHEN, K. (Supervisor), 2023Student thesis: Master's thesis
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An algorithm for computing class hierarchies and its applications
KANG, K. (Author), LIN, F. (Supervisor) & CHEN, K. (Supervisor), 2022Student thesis: Master's thesis
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Congestion control mechanisms for inter-datacenter networks
ZENG, G. (Author), CHEN, K. (Supervisor), 2022Student thesis: Doctoral thesis
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Accelerating exact similarity search on GPUs: strategies for distance calculation and K-selection
TANG, D. (Author), CHEN, K. (Supervisor), 2022Student thesis: Master's thesis
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Towards efficient transports for datacenter networking with high environmental variations
ZHANG, J. (Author), CHEN, K. (Supervisor), 2022Student thesis: Doctoral thesis
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Towards a practical, trustful and efficient verification framework for vertical federated learning
ZHANG, C. (Author), CHEN, K. (Supervisor), 2021Student thesis: Master's thesis
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Enabling privacy-preserving concept stock recommendation with federated learning
PENG, Z. (Author), CHEN, K. (Supervisor), 2021Student thesis: Master's thesis
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Multi-objective congestion control
MA, Y. (Author), CHEN, K. (Supervisor), 2021Student thesis: Master's thesis
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Accelerating intra-party communication in vertical federated learning with RDMA
LIU, D. (Author), CHEN, K. (Supervisor), 2020Student thesis: Master's thesis
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Secure efficient federated KNN for recommendation systems
LIU, Z. (Author), CHEN, K. (Supervisor), 2020Student thesis: Master's thesis