M.S.
Zhejiang University
2021 - Present
B.S.
Zhejiang University
2017 - 2021
xiahc [AT] zju.edu.cn
(preferred within China)
xiahc98 [AT] gmail.com
(for international contacts)
I am a 3rd year M.S. student in the College of Computer Science and Technology at Zhejiang University where I am fortunate to work with Jinfei Liu as part of the DIVER Lab.
I am broadly interested in data management and machine learning systems with particular interests in data valuation, data-centric AI, and trustworthy ML system design.
I am an enthusiast in open-source development, with expertise in Python, Rust, C++, etc. Besides, I enjoy making videos on basic algorithms, e.g., the Z-algorithm.
My Chinese name is 夏豪诚.
Email: xiahc [AT] zju.edu.cn (preferred within China) or xiahc98 [AT] gmail.com (for international contacts) P-Shapley: Shapley Values on Probabilistic Classifiers
Haocheng Xia, Xiang Li, Junyuan Pang, Jinfei Liu, Kui Ren, Li Xiong.
Very Large Data Bases Conference (VLDB), 2024.
Equitable Data Valuation Meets the Right to Be Forgotten in Model Markets
Haocheng Xia, Jinfei Liu, Jian Lou, Zhan Qin, Kui Ren, Yang Cao, Li Xiong.
Very Large Data Bases Conference (VLDB), 2023.
Dynamic Shapley Value Computation
Jiayao Zhang*, Haocheng Xia*, Qiheng Sun*, Jinfei Liu, Li Xiong, Jian Pei, Kui Ren.
IEEE International Conference on Data Engineering (ICDE), 2023.