Chengming Hu

PhD student, School of Computer Science, McGill University

Joined

October 2019

Names

Chengming Hu (Preferred)

McGill University

Emails

****@mail.mcgill.ca (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

School of Computer Science, McGill University (mcgill.ca)

2019 – Present

MS student

Concordia Institute for Information Systems Engineering, Concordia University (concordia.ca)

2017 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Xue Liu

2019 – 2026

Expertise

Knowledge distillation

Present

Ensemble learning

Present

Cybersecurity

Present

Communication systems

Present

Publications

Hierarchical Debate-Based Large Language Model (LLM) for Complex Task Planning of 6G Network Management
Yuyan Lin, Hao Zhou, Chengming Hu, Xue Liu, Hao chen, Yan Xin, Jianzhong Charlie Zhang
- ICML Workshop on ML4Wireless
- Readers: Everyone
Prompting Wireless Networks: Reinforced In-Context Learning for Power Control
Hao Zhou, Chengming Hu, Dun Yuan, Ye Yuan, Di Wu, Xue Liu, Jianzhong Charlie Zhang
- ICML Workshop on ML4Wireless
- Readers: Everyone
Large Language Model (LLM)-enabled In-context Learning for Wireless Network Optimization: A Case Study of Power Control
Hao Zhou, Chengming Hu, Dun Yuan, Ye Yuan, Di Wu, Xue Liu, Charlie Jianzhong Zhang
- CoRR 2024
- Readers: Everyone
An Overview of Machine Learning-Enabled Optimization for Reconfigurable Intelligent Surfaces-Aided 6G Networks: From Reinforcement Learning to Large Language Models
Hao Zhou, Chengming Hu, Xue Liu
- CoRR 2024
- Readers: Everyone
Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation
Chengming Hu, Haolun Wu, Xuan Li, Chen Ma, Xi Chen, Boyu Wang, Jun Yan, Xue Liu
- ICLR 2024
- Readers: Everyone
Generative AI as a Service in 6G Edge-Cloud: Generation Task Offloading by In-context Learning
Hao Zhou, Chengming Hu, Dun Yuan, Ye Yuan, Di Wu, Xue Liu, Zhu Han, Charlie Zhang
- CoRR 2024
- Readers: Everyone
Self-Refined Generative Foundation Models for Wireless Traffic Prediction
Chengming Hu, Hao Zhou, Di Wu, Xi Chen, Jun Yan, Xue Liu
- CoRR 2024
- Readers: Everyone
Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities
Hao Zhou, Chengming Hu, Ye Yuan, Yufei Cui, Yili Jin, Can Chen, Haolun Wu, Dun Yuan, Li Jiang, Di Wu, Xue Liu, Charlie Jianzhong Zhang, Xianbin Wang, Jiangchuan Liu
- CoRR 2024
- Readers: Everyone
Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation
Chengming Hu, Haolun Wu, Xuan Li, Chen Ma, Xi Chen, Boyu Wang, Jun Yan, Xue Liu
- ICLR 2024 poster
- Readers: Everyone
Reinforcement Learning-Based Adaptive Feature Boosting for Smart Grid Intrusion Detection
Chengming Hu, Jun Yan, Xue Liu
- IEEE Trans. Smart Grid 2023
- Readers: Everyone

View all 20 publications

Co-Authors

View all 34 co-authors