Publications

Conferences & Journals

Full list at Google Scholar

• [ICLR] Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation

Chengming Hu, Haolun Wu, Xuan Li, Chen Ma, Xi Chen, Jun Yan, Boyu Wang, and Xue Liu. In International Conference on Learning Representations, 2024

• [GLOBECOM] AdaTeacher: Adaptive Multi-Teacher Weighting for Communication Load Forecasting

Chengming Hu, Ju Wang, Di Wu, Yan Xin, Charlie Zhang, Xue Liu, and Gregory Dudek. In IEEE Global Communications Conference, 2023

• [TSG] Reinforcement Learning-Based Adaptive Feature Boosting for Smart Grid Intrusion Detection

Chengming Hu, Jun Yan, and Xue Liu. In IEEE Transactions on Smart Grid, 2022.

• [GLOBECOM] Accurate Communication Traffic Forecasting with Multi-Source Adaptive Feature Boosting

Chengming Hu, Ju Wang, Di Wu, Xue Liu, and Gregory Dudek. In IEEE Global Communications Conference, 2022

• [GLOBECOM] A Generalized Load Balancing Policy With Multi-Teacher Reinforcement Learning

Jikun Kang, Ju Wang, Chengming Hu, Xue Liu, and Gregory Dudek. In IEEE Global Communications Conference, 2022

• [ICC] Communication Traffic Prediction with Continual Knowledge Distillation

Hang Li, Ju Wang, Chengming Hu, Xi Chen, Xue Liu, Seowoo Jang, and Gregory Dudek. In IEEE International Conference on Communications, 2022

• [GLOBECOM] AFB: Improving Communication Load Forecasting Accuracy with Adaptive Feature Boosting 

Chengming Hu, Xi Chen,  Ju Wang, Hang Li, Jikun Kang, Yi Tian Xu, Xue Liu, Di Wu, Seowoo Jang, Intaik Park, and Gregory Dudek. In IEEE Global Communications Conference, 2021

• [PESGM] Adaptive Feature Boosting of Multi-Sourced Deep Autoencoders for Smart Grid Intrusion Detection

Chengming Hu, Jun Yan, and Xue Liu. In IEEE Power & Energy Society General Meeting, 2020

• [EPEC] Robust Feature Extraction and Ensemble Classification Against Cyber-Physical Attacks in the Smart Grid

Chengming Hu, Jun Yan, and Chun Wang. In IEEE Canada Electrical Power and Energy Conference, 2019

• [PESGM] Advanced Cyber-Physical Attack Classification with Extreme Gradient Boosting for Smart Transmission Grids

Chengming Hu, Jun Yan, and Chun Wang. In IEEE Power & Energy Society General Meeting, 2019

arXiv Preprint

• 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 Zhang, Xianbin Wang, and Jiangchuan Liu. arXiv:2405.10825

• Teacher-Student Architecture for Knowledge Distillation: A Survey

Chengming Hu, Xuan Li, Dan Liu, Haolun Wu, Xi Chen, Ju Wang, and Xue Liu. arXiv:2308.04268

• Learnable Encoder-Decoder Architecture for Dynamic Graph: A Survey

Yuecai Zhu, Fuyuan Lyu, Chengming Hu, Xi Chen, and Xue Liu. arXiv:2203.10480