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Chengming Hu
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2020 – today
- 2024
- [c6]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 - [i10]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 abs/2405.10825 (2024) - [i9]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 abs/2405.17439 (2024) - [i8]Hao Zhou, Chengming Hu, Dun Yuan, Ye Yuan, Di Wu, Xue Liu, Charlie Jianzhong Zhang:
Large Language Model (LLM)-enabled In-context Learning for Wireless Network Optimization: A Case Study of Power Control. CoRR abs/2408.00214 (2024) - [i7]Hao Zhou, Chengming Hu, Dun Yuan, Ye Yuan, Di Wu, Xue Liu, Zhu Han, Charlie Zhang:
Generative AI as a Service in 6G Edge-Cloud: Generation Task Offloading by In-context Learning. CoRR abs/2408.02549 (2024) - [i6]Chengming Hu, Hao Zhou, Di Wu, Xi Chen, Jun Yan, Xue Liu:
Self-Refined Generative Foundation Models for Wireless Traffic Prediction. CoRR abs/2408.10390 (2024) - 2023
- [j1]Chengming Hu
, Jun Yan
Reinforcement Learning-Based Adaptive Feature Boosting for Smart Grid Intrusion Detection. IEEE Trans. Smart Grid 14(4): 3150-3163 (2023) - [c5]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: 7399-7404 - [i5]Chengming Hu, Yeqian Du, Rui Wang, Hao Chen:
Phase Matching for Out-of-Distribution Generalization. CoRR abs/2307.12622 (2023) - [i4]Chengming Hu, Xuan Li, Dan Liu, Haolun Wu, Xi Chen, Ju Wang, Xue Liu:
Teacher-Student Architecture for Knowledge Distillation: A Survey. CoRR abs/2308.04268 (2023) - [i3]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 abs/2312.15112 (2023) - 2022
- [c4]Chengming Hu, Ju Wang, Di Wu, Xue Liu, Gregory Dudek:
Accurate Communication Traffic Forecasting with Multi-Source Adaptive Feature Boosting. GLOBECOM 2022: 2316-2321 - [c3]Jikun Kang, Ju Wang, Chengming Hu, Xue Liu, Gregory Dudek:
A Generalized Load Balancing Policy With Multi-Teacher Reinforcement Learning. GLOBECOM 2022: 3096-3101 - [c2]Hang Li, Ju Wang, Chengming Hu, Xi Chen, Xue Liu, Seowoo Jang, Gregory Dudek:
Communication Traffic Prediction with Continual Knowledge Distillation. ICC 2022: 5481-5486 - [i2]Yuecai Zhu, Fuyuan Lyu, Chengming Hu, Xi Chen, Xue Liu:
Encoder-Decoder Architecture for Supervised Dynamic Graph Learning: A Survey. CoRR abs/2203.10480 (2022) - [i1]Chengming Hu, Xuan Li, Dan Liu, Xi Chen, Ju Wang, Xue Liu:
Teacher-Student Architecture for Knowledge Learning: A Survey. CoRR abs/2210.17332 (2022) - 2021
- [c1]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: 1-6
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