Huaiguang Cai 蔡怀广
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Master student (From Fall 2022) |
About Me
I am a master's student majoring in Pattern Recognition and Intelligent Systems at Institute of Automation, Chinese Academy of Sciences (CASIA), University of Chinese Academy of Sciences (UCAS), advised by Prof. Wensheng Zhang.
I received my bachelor's degree in Computer Science from School of Computer Science and Engineering, Sun Yat-Sen (Zhongshan) University, advised fortunately by Prof. Zhi Zhou and Prof. Chang-Dong Wang.
Research Interests
My research aims to develop reliable, explainable, and practical decision-making algorithms. I'm also interested in methods with elegant mathematical modeling.
Algorithms (Algorithmic Game Theory, Online Algorithm, Ad Auction)
Machine Learning (Online Learning Theory, Edge computing, Recommendation system)
Publications
Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference
[Paper]
[Slides]
[Code]
Huaiguang Cai, Zhi Zhou (Sun Yat-sen University), Qianyi Huang (Sun Yat-sen University)
In IEEE International Conference on Computer Communications (INFOCOM), Vancouver, Canada, 2024
CHG Shapley: Efficient Data Valuation and Selection towards Trustworthy Machine Learning
[Paper]
Huaiguang Cai
working paper
