Chengming Hu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Absolute Percentage Error

Reinforcement Learning

Load Forecasting

Top Venues

Publications

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
Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities. CoRR (2024)
Chengming Hu, Haolun Wu, Xuan Li, Chen Ma, Xi Chen, Boyu Wang, Jun Yan, Xue Liu
Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation. ICLR (2024)
Hao Zhou, Chengming Hu, Xue Liu
An Overview of Machine Learning-Enabled Optimization for Reconfigurable Intelligent Surfaces-Aided 6G Networks: From Reinforcement Learning to Large Language Models. CoRR (2024)
Chengming Hu, Haolun Wu, Xuan Li, Chen Ma, Xi Chen, Jun Yan, Boyu Wang, Xue Liu
Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation. CoRR (2023)
Chengming Hu, Jun Yan, Xue Liu
Reinforcement Learning-Based Adaptive Feature Boosting for Smart Grid Intrusion Detection. IEEE Trans. Smart Grid 14 (4) (2023)
Chengming Hu, Ju Wang, Di Wu, Yan Xin, Charlie Zhang, Xue Liu, Gregory Dudek
AdaTeacher: Adaptive Multi-Teacher Weighting for Communication Load Forecasting. GLOBECOM (2023)
Chengming Hu, Xuan Li, Dan Liu, Haolun Wu, Xi Chen, Ju Wang, Xue Liu
Teacher-Student Architecture for Knowledge Distillation: A Survey. CoRR (2023)
Chengming Hu, Yeqian Du, Rui Wang, Hao Chen
Phase Matching for Out-of-Distribution Generalization. CoRR (2023)
Yuecai Zhu, Fuyuan Lyu, Chengming Hu, Xi Chen, Xue Liu
Encoder-Decoder Architecture for Supervised Dynamic Graph Learning: A Survey. CoRR (2022)
Chengming Hu, Xuan Li, Dan Liu, Xi Chen, Ju Wang, Xue Liu
Teacher-Student Architecture for Knowledge Learning: A Survey. CoRR (2022)
Hang Li, Ju Wang, Chengming Hu, Xi Chen, Xue Liu, Seowoo Jang, Gregory Dudek
Communication Traffic Prediction with Continual Knowledge Distillation. ICC (2022)
Chengming Hu, Ju Wang, Di Wu, Xue Liu, Gregory Dudek
Accurate Communication Traffic Forecasting with Multi-Source Adaptive Feature Boosting. GLOBECOM (2022)
Jikun Kang, Ju Wang, Chengming Hu, Xue Liu, Gregory Dudek
A Generalized Load Balancing Policy With Multi-Teacher Reinforcement Learning. GLOBECOM (2022)
Chengming Hu, Xi Chen, Ju Wang, Hang Li, Jikun Kang, Yi Tian Xu, Xue Liu, Di Wu, Seowoo Jang, Intaik Park, Gregory Dudek
AFB: Improving Communication Load Forecasting Accuracy with Adaptive Feature Boosting. GLOBECOM (2021)