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2020 – today
- 2025
[j3]Junyuan Pang, Jian Pei, Haocheng Xia, Xiang Li, Jinfei Liu:
Shapley Value Estimation based on Differential Matrix. Proc. ACM Manag. Data 3(1): 75:1-75:28 (2025)- 2024
- [j2]Haocheng Xia, Xiang Li, Junyuan Pang, Jinfei Liu, Kui Ren, Li Xiong:
P-Shapley: Shapley Values on Probabilistic Classifiers. Proc. VLDB Endow. 17(7): 1737-1750 (2024) - [c3]Yihao Zheng
, Haocheng Xia, Junyuan Pang, Jinfei Liu, Kui Ren, Lingyang Chu, Yang Cao, Li Xiong:
TabularMark: Watermarking Tabular Datasets for Machine Learning. CCS 2024: 3570-3584 - [c2]Qiheng Sun, Haocheng Xia, Jinfei Liu:
Data-faithful Feature Attribution: Mitigating Unobservable Confounders via Instrumental Variables. NeurIPS 2024 - [i4]Yihao Zheng, Haocheng Xia, Junyuan Pang, Jinfei Liu, Kui Ren, Lingyang Chu, Yang Cao, Li Xiong:
TabularMark: Watermarking Tabular Datasets for Machine Learning. CoRR abs/2406.14841 (2024) - [i3]Jiayao Zhang, Yuran Bi, Mengye Cheng, Jinfei Liu, Kui Ren, Qiheng Sun, Yihang Wu, Yang Cao, Raul Castro Fernandez, Haifeng Xu, Ruoxi Jia, Yongchan Kwon, Jian Pei, Jiachen T. Wang, Haocheng Xia, Li Xiong, Xiaohui Yu, James Zou:
A Survey on Data Markets. CoRR abs/2411.07267 (2024) - 2023
- [j1]Haocheng Xia, Jinfei Liu, Jian Lou, Zhan Qin, Kui Ren, Yang Cao, Li Xiong:
Equitable Data Valuation Meets the Right to Be Forgotten in Model Markets. Proc. VLDB Endow. 16(11): 3349-3362 (2023) - [c1]Jiayao Zhang, Haocheng Xia, Qiheng Sun, Jinfei Liu, Li Xiong, Jian Pei, Kui Ren:
Dynamic Shapley Value Computation. ICDE 2023: 639-652 - [i2]Xiang Li, Haocheng Xia, Jinfei Liu:
Shapley Value on Probabilistic Classifiers. CoRR abs/2306.07171 (2023) - [i1]Hanxi Liu, Xiaokai Mao, Haocheng Xia, Jian Lou, Jinfei Liu:
Prompt Valuation Based on Shapley Values. CoRR abs/2312.15395 (2023)
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