Yangfan Jiang

14 papers A* 4Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Accurate Table Question Answering with Accessible LLMs.
CoRR
Yangfan Jiang, Fei Wei, Ergute Bao, Yaliang Li, Bolin Ding, Yin Yang, Xiaokui Xiao
2026 J jnl
Fair Data Pre-Processing with Imperfect Attribute Space.
CoRR
Ying Zheng, Yangfan Jiang, Kian-Lee Tan
2025 J jnl
CausalPre: Scalable and Effective Data Pre-processing for Causal Fairness.
CoRR
Ying Zheng, Yangfan Jiang, Kian-Lee Tan
2025 A* conf
Passive Inference Attacks on Split Learning via Adversarial Regularization.
NDSS
Xiaochen Zhu, Xinjian Luo, Yuncheng Wu, Yangfan Jiang, Xiaokui Xiao, Beng Chin Ooi
2025 A* conf
Unlocking the Power of Differentially Private Zeroth-order Optimization for Fine-tuning LLMs.
USENIX Security Symposium
Ergute Bao, Yangfan Jiang, Fei Wei, Xiaokui Xiao, Zitao Li, Yaliang Li, Bolin Ding
2024 J jnl
Calibrating Noise for Group Privacy in Subsampled Mechanisms.
CoRR
Yangfan Jiang, Xinjian Luo, Yin Yang, Xiaokui Xiao
2024 J jnl
Calibrating Noise for Group Privacy in Subsampled Mechanisms.
Proc. VLDB Endow.
Yangfan Jiang, Xinjian Luo, Yin Yang, Xiaokui Xiao
2024 J jnl
Exploring Privacy and Fairness Risks in Sharing Diffusion Models: An Adversarial Perspective.
CoRR
Xinjian Luo, Yangfan Jiang, Fei Wei, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi
2024 J jnl
Exploring Privacy and Fairness Risks in Sharing Diffusion Models: An Adversarial Perspective.
IEEE Trans. Inf. Forensics Secur.
Xinjian Luo, Yangfan Jiang, Fei Wei, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi
2024 J jnl
Feature Inference Attack on Shapley Values.
CoRR
Xinjian Luo, Yangfan Jiang, Xiaokui Xiao
2024 J jnl
On Data Distribution Leakage in Cross-Silo Federated Learning.
IEEE Trans. Knowl. Data Eng.
Yangfan Jiang, Xinjian Luo, Yuncheng Wu, Xiaochen Zhu, Xiaokui Xiao, Beng Chin Ooi
2024 A* conf
Protecting Label Distribution in Cross-Silo Federated Learning.
SP
Yangfan Jiang, Xinjian Luo, Yuncheng Wu, Xiaokui Xiao, Beng Chin Ooi
2023 J jnl
Passive Inference Attacks on Split Learning via Adversarial Regularization.
CoRR
Xiaochen Zhu, Xinjian Luo, Yuncheng Wu, Yangfan Jiang, Xiaokui Xiao, Beng Chin Ooi
2022 A* conf
Feature Inference Attack on Shapley Values.
CCS
Xinjian Luo, Yangfan Jiang, Xiaokui Xiao