2025
Joint Optimization of Device Placement and Model Partitioning for Cooperative DNN Inference in Heterogeneous Edge Computing.
IEEE Trans. Mob. Comput., January, 2025

Efficient Parameter Synchronization for Peer-to-Peer Distributed Learning With Selective Multicast.
IEEE Trans. Serv. Comput., 2025

2024
An Efficient Coding Scheme for the MIMO Channel With Noisy Feedback and Its Security Analysis.
IEEE Trans. Veh. Technol., December, 2024

Efficient Cross-Cloud Partial Reduce With CREW.
IEEE Trans. Parallel Distributed Syst., November, 2024

An Efficient Joint Source-Channel Coding Scheme for Wireless Hierarchical Federated Learning and its Information-Theoretic Analysis.
IEEE Trans. Consumer Electron., November, 2024

Releasing the Power of In-Network Aggregation With Aggregator-Aware Routing Optimization.
IEEE/ACM Trans. Netw., October, 2024

Efficient and Flexible Component Placement for Serverless Computing.
IEEE Syst. J., June, 2024

Deep Contrastive Representation Learning With Self-Distillation.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Freshness and Security-Aware Cache Update in Blockchain-Based Vehicular Edge Networks.
IEEE Trans. Consumer Electron., February, 2024

Joint Optimization for Quality Selection and Resource Allocation of Live Video Streaming in Internet of Vehicles.
IEEE Trans. Serv. Comput., 2024

Towards Optimal Topology-Aware AllReduce Synthesis.
Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024

2023
UbiNN: A Communication Efficient Framework for Distributed Machine Learning in Edge Computing.
IEEE Trans. Netw. Sci. Eng., 2023

2022
SelfMatch: Robust semisupervised time-series classification with self-distillation.
Int. J. Intell. Syst., 2022

Offloading dependent tasks in multi-access edge computing: A multi-objective reinforcement learning approach.
Future Gener. Comput. Syst., 2022

Poster: Selective Reduce for Heterogeneous Distributed Training.
Proceedings of the 30th IEEE International Conference on Network Protocols, 2022

Fast Parameter Synchronization for Distributed Learning with Selective Multicast.
Proceedings of the IEEE International Conference on Communications, 2022

Minimizing the Average Job Completion Time for Acceleration Systems in Cloud Computing.
Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022

Efficient Partial Reduce Across Clouds.
Proceedings of the 6th Asia-Pacific Workshop on Networking, 2022

AoI-aware Data Propagation in Edge Computing Assisted NR-V2X Networks.
Proceedings of the 6th Asia-Pacific Workshop on Networking, 2022

Approximate Gradient Synchronization with AQGB.
Proceedings of the 6th Asia-Pacific Workshop on Networking, 2022

2020
Near-Optimal Multicast Tree Construction in Leaf-Spine Data Center Networks.
IEEE Syst. J., 2020

Efficient File Dissemination in Data Center Networks With Priority-Based Adaptive Multicast.
IEEE J. Sel. Areas Commun., 2020

A Popularity- and Mobility-Aware Multi-layer Caching with Feedback Mechanism for Highway Vehicular Networks.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

2019
A generalized service deployment framework for OSPF networks using multi-topology routing: Modeling and methodology.
Int. J. Commun. Syst., 2019

An integer encoding grey wolf optimizer for virtual network function placement.
Appl. Soft Comput., 2019

A PBIL for delay constrained virtual network function placement with load balancing.
Proceedings of the ACM Turing Celebration Conference - China, 2019