Shanfeng Huang

Researcher, Baidu

Joined

December 2025

Names

Shanfeng Huang (Preferred)

Emails

****@baidu.com (Confirmed)

****@eee.hku.hk

Personal Links

Career & Education History

Researcher

Baidu (baidu.com)

2025 – 2026

Researcher

Huawei Technologies Ltd. (huawei.com)

2021 – 2025

PhD student

University of Hong Kong (hku.hk)

2016 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Kaibin Huang

2021 – 2026

Expertise

LLM Model Compression

Speculative Decoding

Efficient Inference

2023 – 2026

Machine Learning & Reinforcement Learning for Networks Optimization

2016 – 2023

Publications

Accelerating Federated Edge Learning via Topology Optimization
Shanfeng Huang, Zezhong Zhang, Shuai Wang, Rui Wang, Kaibin Huang
- IEEE Internet Things J. 2023
- Readers: Everyone
Reconfigurable Intelligent Surface Assisted Mobile Edge Computing With Heterogeneous Learning Tasks
Shanfeng Huang, Shuai Wang, Rui Wang, Miaowen Wen, Kaibin Huang
- IEEE Transactions on Cognitive Communications and Networking
- Readers: Everyone
Reconfigurable Intelligent Surface Assisted Edge Machine Learning
Shanfeng Huang, Shuai Wang, Rui Wang, Miaowen Wen, Kaibin Huang
- ICC 2021
- Readers: Everyone
Joint Topology and Computation Resource Optimization for Federated Edge Learning
Shanfeng Huang, Shuai Wang, Rui Wang, Kaibin Huang
- GLOBECOM (Workshops) 2021
- Readers: Everyone
Scheduling for Mobile Edge Computing With Random User Arrivals—An Approximate MDP and Reinforcement Learning Approach
Shanfeng Huang, Bojie Lv, Rui Wang, Kaibin Huang
- IEEE Transactions on Vehicular Technology
- Readers: Everyone
Scheduling for Mobile Edge Computing With Random User Arrivals - An Approximate MDP and Reinforcement Learning Approach
Shanfeng Huang, Bojie Lv, Rui Wang, Kaibin Huang
- IEEE Trans. Veh. Technol. 2020
- Readers: Everyone
MDP-Based Scheduling Design for Mobile-Edge Computing Systems with Random User Arrival
Shanfeng Huang, Bojie Lv, Rui Wang
- GLOBECOM 2019
- Readers: Everyone

Shanfeng Huang

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Accelerating Federated Edge Learning via Topology Optimization

Reconfigurable Intelligent Surface Assisted Mobile Edge Computing With Heterogeneous Learning Tasks

Reconfigurable Intelligent Surface Assisted Edge Machine Learning

Joint Topology and Computation Resource Optimization for Federated Edge Learning

Scheduling for Mobile Edge Computing With Random User Arrivals—An Approximate MDP and Reinforcement Learning Approach

Scheduling for Mobile Edge Computing With Random User Arrivals - An Approximate MDP and Reinforcement Learning Approach

MDP-Based Scheduling Design for Mobile-Edge Computing Systems with Random User Arrival

Co-Authors