Yuntao Du

34 papers A* 10B 1Journal 22Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Membership Inference Attacks Against Fine-tuned Diffusion Language Models.
CoRR
Yuetian Chen, Kaiyuan Zhang, Yuntao Du, Edoardo Stoppa, Charles Fleming, Ashish Kundu, Bruno Ribeiro, Ninghui Li
2026 J jnl
Window-based Membership Inference Attacks Against Fine-tuned Large Language Models.
CoRR
Yuetian Chen, Yuntao Du, Kaiyuan Zhang, Ashish Kundu, Charles Fleming, Bruno Ribeiro, Ninghui Li
2025 J jnl
Automated Profile Inference with Language Model Agents.
CoRR
Yuntao Du, Zitao Li, Bolin Ding, Yaliang Li, Hanshen Xiao, Jingren Zhou, Ninghui Li
2025 J jnl
Beyond Data Privacy: New Privacy Risks for Large Language Models.
CoRR
Yuntao Du, Zitao Li, Ninghui Li, Bolin Ding
2025 J jnl
Cascading and Proxy Membership Inference Attacks.
CoRR
Yuntao Du, Jiacheng Li, Yuetian Chen, Kaiyuan Zhang, Zhizhen Yuan, Hanshen Xiao, Bruno Ribeiro, Ninghui Li
2025 J jnl
Imitative Membership Inference Attack.
CoRR
Yuntao Du, Yuetian Chen, Hanshen Xiao, Bruno Ribeiro, Ninghui Li
2025 J jnl
Membership Inference Attacks on Tokenizers of Large Language Models.
CoRR
Meng Tong, Yuntao Du, Kejiang Chen, Weiming Zhang, Ninghui Li
2025 A* conf
SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks.
USENIX Security Symposium
Kaiyuan Zhang, Siyuan Cheng, Hanxi Guo, Yuetian Chen, Zian Su, Shengwei An, Yuntao Du, Charles Fleming, Ashish Kundu, Xiangyu Zhang, Ninghui Li
2025 J jnl
SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks.
CoRR
Kaiyuan Zhang, Siyuan Cheng, Hanxi Guo, Yuetian Chen, Zian Su, Shengwei An, Yuntao Du, Charles Fleming, Ashish Kundu, Xiangyu Zhang, Ninghui Li
2025 A* conf
Systematic Assessment of Tabular Data Synthesis.
CCS
Yuntao Du, Ninghui Li
2024 A* conf
Real-Time Trajectory Synthesis with Local Differential Privacy.
ICDE
Yujia Hu, Yuntao Du, Zhikun Zhang, Ziquan Fang, Lu Chen, Kai Zheng, Yunjun Gao
2024 J jnl
Real-Time Trajectory Synthesis with Local Differential Privacy.
CoRR
Yujia Hu, Yuntao Du, Zhikun Zhang, Ziquan Fang, Lu Chen, Kai Zheng, Yunjun Gao
2024 J jnl
Towards Principled Assessment of Tabular Data Synthesis Algorithms.
CoRR
Yuntao Du, Ninghui Li
2023 A* conf
FLBooster: A Unified and Efficient Platform for Federated Learning Acceleration.
ICDE
Zhihao Zeng, Yuntao Du, Ziquan Fang, Lu Chen, Shiliang Pu, Guodong Chen, Hui Wang, Yunjun Gao
2023 J jnl
Finding Materialized Models for Model Reuse.
IEEE Trans. Knowl. Data Eng.
Minjun Zhao, Lu Chen, Keyu Yang, Yuntao Du, Yunjun Gao
2023 A* conf
Knowledge-refined Denoising Network for Robust Recommendation.
SIGIR
Xinjun Zhu, Yuntao Du, Yuren Mao, Lu Chen, Yujia Hu, Yunjun Gao
2023 J jnl
Knowledge-refined Denoising Network for Robust Recommendation.
CoRR
Xinjun Zhu, Yuntao Du, Yuren Mao, Lu Chen, Yujia Hu, Yunjun Gao
2023 J jnl
LDPTrace: Locally Differentially Private Trajectory Synthesis.
CoRR
Yuntao Du, Yujia Hu, Zhikun Zhang, Ziquan Fang, Lu Chen, Baihua Zheng, Yunjun Gao
2023 J jnl
LDPTrace: Locally Differentially Private Trajectory Synthesis.
Proc. VLDB Endow.
Yuntao Du, Yujia Hu, Zhikun Zhang, Ziquan Fang, Lu Chen, Baihua Zheng, Yunjun Gao
2023 J jnl
MetaKG: Meta-Learning on Knowledge Graph for Cold-Start Recommendation.
IEEE Trans. Knowl. Data Eng.
Yuntao Du, Xinjun Zhu, Lu Chen, Ziquan Fang, Yunjun Gao
2023 A* conf
Towards Explainable Collaborative Filtering with Taste Clusters Learning.
WWW
Yuntao Du, Jianxun Lian, Jing Yao, Xiting Wang, Mingqi Wu, Lu Chen, Yunjun Gao, Xing Xie
2023 J jnl
Towards Explainable Collaborative Filtering with Taste Clusters Learning.
CoRR
Yuntao Du, Jianxun Lian, Jing Yao, Xiting Wang, Mingqi Wu, Lu Chen, Yunjun Gao, Xing Xie
2022 A* conf
HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation.
SIGIR
Yuntao Du, Xinjun Zhu, Lu Chen, Baihua Zheng, Yunjun Gao
2022 J jnl
HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation.
CoRR
Yuntao Du, Xinjun Zhu, Lu Chen, Baihua Zheng, Yunjun Gao
2022 J jnl
MetaKG: Meta-learning on Knowledge Graph for Cold-start Recommendation.
CoRR
Yuntao Du, Xinjun Zhu, Lu Chen, Ziquan Fang, Yunjun Gao
2022 A* conf
Self-Guided Learning to Denoise for Robust Recommendation.
SIGIR
Yunjun Gao, Yuntao Du, Yujia Hu, Lu Chen, Xinjun Zhu, Ziquan Fang, Baihua Zheng
2022 J jnl
Self-Guided Learning to Denoise for Robust Recommendation.
CoRR
Yunjun Gao, Yuntao Du, Yujia Hu, Lu Chen, Xinjun Zhu, Ziquan Fang, Baihua Zheng
2022 A* conf
Spatio-Temporal Trajectory Similarity Learning in Road Networks.
KDD
Ziquan Fang, Yuntao Du, Xinjun Zhu, Danlei Hu, Lu Chen, Yunjun Gao, Christian S. Jensen
2021 A* conf
E
ICDE
Ziquan Fang, Yuntao Du, Lu Chen, Yujia Hu, Yunjun Gao, Gang Chen
2021 J jnl
MDTP: A Multi-source Deep Traffic Prediction Framework over Spatio-Temporal Trajectory Data.
Proc. VLDB Endow.
Ziquan Fang, Lu Pan, Lu Chen, Yuntao Du, Yunjun Gao
2021 J jnl
SMS: An Efficient Source Model Selection Framework for Model Reuse.
CoRR
Minjun Zhao, Lu Chen, Keyu Yang, Yuntao Du, Yunjun Gao
2021 J jnl
ST2Vec: Spatio-Temporal Trajectory Similarity Learning in Road Networks.
CoRR
Ziquan Fang, Yuntao Du, Xinjun Zhu, Lu Chen, Yunjun Gao, Christian S. Jensen
2019 — conf
Dynamic Bus Route Adjustment Based on Hot Bus Stop Pair Extraction.
DASFAA (3)
Jiaye Liu, Jiali Mao, Yuntao Du, Lishen Zhao, Zhao Zhang
2019 B conf
Road Intersection Detection Based on Direction Ratio Statistics Analysis.
MDM
Min Pu, Jiali Mao, Yuntao Du, Yibin Shen, Cheqing Jin