Huaiguang Cai 蔡怀广
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 InterestsMy research aims to develop reliable, explainable, and practical decision-making algorithms. I'm also interested in methods with elegant mathematical modeling.
PublicationsOnline Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference
[Paper]
[Slides]
[Code]
CHG Shapley: Efficient Data Valuation and Selection towards Trustworthy Machine Learning
[Paper]
|