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2020 – today
- 2025
[c6]Joshua Ward, Yuxuan Yang, Chi-Hua Wang, Guang Cheng:
Ensembling Membership Inference Attacks Against Tabular Generative Models. AISec@CCS 2025: 182-193- [c5]Tung Sum Thomas Kwok, Chi-Hua Wang, Guang Cheng:
GReaTER: Generate Realistic Tabular data after data Enhancement and Reduction. ICDEW 2025: 218-229 - [i24]Tung Sum Thomas Kwok, Chi-Hua Wang, Guang Cheng:
GReaTER: Generate Realistic Tabular data after data Enhancement and Reduction. CoRR abs/2503.15564 (2025) - [i23]Tung Sum Thomas Kwok, Zeyong Zhang, Chi-Hua Wang, Guang Cheng:
Towards High Supervised Learning Utility Training Data Generation: Data Pruning and Column Reordering. CoRR abs/2507.10088 (2025) - [i22]Joshua Ward, Chi-Hua Wang, Guang Cheng:
Privacy Auditing Synthetic Data Release through Local Likelihood Attacks. CoRR abs/2508.21146 (2025) - [i21]Joshua Ward, Yuxuan Yang, Chi-Hua Wang, Guang Cheng:
Ensembling Membership Inference Attacks Against Tabular Generative Models. CoRR abs/2509.05350 (2025) - [i20]Joshua Ward, Xiaofeng Lin, Chi-Hua Wang, Guang Cheng:
Synth-MIA: A Testbed for Auditing Privacy Leakage in Tabular Data Synthesis. CoRR abs/2509.18014 (2025) - [i19]Joshua Ward, Bochao Gu, Chi-Hua Wang, Guang Cheng:
When Tables Leak: Attacking String Memorization in LLM-Based Tabular Data Generation. CoRR abs/2512.08875 (2025) - 2024
- [i18]Din-Yin Hsieh, Chi-Hua Wang, Guang Cheng:
Improve Fidelity and Utility of Synthetic Credit Card Transaction Time Series from Data-centric Perspective. CoRR abs/2401.00965 (2024) - [i17]Yinan Cheng, Chi-Hua Wang, Vamsi K. Potluru, Tucker Balch, Guang Cheng:
Downstream Task-Oriented Generative Model Selections on Synthetic Data Training for Fraud Detection Models. CoRR abs/2401.00974 (2024) - [i16]Lan Tao, Shirong Xu, Chi-Hua Wang, Namjoon Suh, Guang Cheng:
Discriminative Estimation of Total Variation Distance: A Fidelity Auditor for Generative Data. CoRR abs/2405.15337 (2024) - [i15]Chi-Hua Wang, Guang Cheng:
BadGD: A unified data-centric framework to identify gradient descent vulnerabilities. CoRR abs/2405.15979 (2024) - [i14]Joshua Ward, Chi-Hua Wang, Guang Cheng:
Data Plagiarism Index: Characterizing the Privacy Risk of Data-Copying in Tabular Generative Models. CoRR abs/2406.13012 (2024) - [i13]Yu Xia, Chi-Hua Wang, Joshua Mabry, Guang Cheng:
Advancing Retail Data Science: Comprehensive Evaluation of Synthetic Data. CoRR abs/2406.13130 (2024) - [i12]Zhangjie Xia, Chi-Hua Wang, Guang Cheng:
Data Deletion for Linear Regression with Noisy SGD. CoRR abs/2410.09311 (2024) - [i11]Tung Sum Thomas Kwok
, Chi-Hua Wang, Guang Cheng:
DEREC-SIMPRO: unlock Language Model benefits to advance Synthesis in Data Clean Room. CoRR abs/2411.00879 (2024) - 2023
- [j2]Wenjie Li, Chi-Hua Wang, Guang Cheng, Qifan Song:
Optimum-statistical Collaboration Towards General and Efficient Black-box Optimization. Trans. Mach. Learn. Res. 2023 (2023) - [j1]Chi-Hua Wang, Wenjie Li, Guang Lin:
Federated High-Dimensional Online Decision Making. Trans. Mach. Learn. Res. 2023 (2023) - 2022
- [c4]Shuang Wu, Chi-Hua Wang, Yuantong Li, Guang Cheng:
Residual bootstrap exploration for stochastic linear bandit. UAI 2022: 2117-2127 - [i10]Shuang Wu, Chi-Hua Wang, Yuantong Li, Guang Cheng:
Residual Bootstrap Exploration for Stochastic Linear Bandit. CoRR abs/2202.11474 (2022) - [i9]Yuantong Li, Chi-Hua Wang, Guang Cheng, Will Wei Sun:
Rate-Optimal Contextual Online Matching Bandit. CoRR abs/2205.03699 (2022) - [i8]Po-Yi Liu, Chi-Hua Wang, Heng-Hsui Tsai:
Non-Stationary Dynamic Pricing Via Actor-Critic Information-Directed Pricing. CoRR abs/2208.09372 (2022) - [i7]Chi-Hua Wang, Wenjie Li:
Always Valid Risk Monitoring for Online Matrix Completion. CoRR abs/2211.10363 (2022) - [i6]Yucong Liu, Chi-Hua Wang, Guang Cheng:
On the Utility Recovery Incapability of Neural Net-based Differential Private Tabular Training Data Synthesizer under Privacy Deregulation. CoRR abs/2211.15809 (2022) - 2021
- [c3]Yuantong Li, Chi-Hua Wang, Guang Cheng:
Online Forgetting Process for Linear Regression Models. AISTATS 2021: 217-225 - [i5]Wenjie Li, Chi-Hua Wang, Guang Cheng:
Optimum-statistical collaboration towards efficient black-box optimization. CoRR abs/2106.09215 (2021) - 2020
- [c2]Chi-Hua Wang, Guang Cheng:
Online Batch Decision-Making with High-Dimensional Covariates. AISTATS 2020: 3848-3857 - [i4]Chi-Hua Wang, Yang Yu, Botao Hao, Guang Cheng:
Residual Bootstrap Exploration for Bandit Algorithms. CoRR abs/2002.08436 (2020) - [i3]Chi-Hua Wang, Guang Cheng:
Online Batch Decision-Making with High-Dimensional Covariates. CoRR abs/2002.09438 (2020) - [i2]Chi-Hua Wang, Zhanyu Wang, Will Wei Sun, Guang Cheng:
Online Regularization for High-Dimensional Dynamic Pricing Algorithms. CoRR abs/2007.02470 (2020) - [i1]Yuantong Li, Chi-Hua Wang, Guang Cheng:
Online Forgetting Process for Linear Regression Models. CoRR abs/2012.01668 (2020)
2010 – 2019
- 2011
- [c1]Chi-Hua Wang, Yu-Hsiang Lin, Kun-Shu Huang, Bore-Kuen Lee, Kuo-Bin Lin, Chi-Kuang Hwang:
Constant speed VSC of a spherical robot driven by Omni wheels. ICMLC 2011: 1214-1219
Coauthor Index
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