曹 洋

論文

• Differentially Private Federated Learning: A Systematic Review.

  Jie Fu 0003, Yuan Hong 0001, Xinpeng Ling, Leixia Wang, Xun Ran, Zhiyu Sun, Wendy Hui Wang, Zhili Chen, Yang Cao 0011

  ACM Comput. Surv. 58(11) 271-38 2026年8月
• Locally Differentially Private Truth Discovery Over Data Streams.

  Pengfei Zhang 0010, Zhikun Zhang 0001, Yang Cao 0011, Shaowei Wang 0003, Xiang Cheng 0003, Ji Zhang 0001

  IEEE Trans. Mob. Comput. 25(6) 7698-7715 2026年6月
• APPSI-139: A Parallel Corpus of English Application Privacy Policy Summarization and Interpretation.

  Pengyun Zhu, Qiheng Sun, Long Wen, Yanbo Wang, Yang Cao 0011, Junxu Liu, Deyi Xiong, Jinfei Liu, Zhibo Wang 0001, Kui Ren 0001

  CoRR abs/2604.27550 2026年4月
• Can You Trust the Vectors in Your Vector Database? Black-Hole Attack from Embedding Space Defects.

  Hanxi Li, Jianan Zhou 0008, Jiale Lao, Yibo Wang 0015, Zhengmao Ye, Yang Cao 0011, Junfen Wang, Mingjie Tang

  CoRR abs/2604.05480 2026年4月
• LHGstore: An In-Memory Learned Graph Storage for Fast Updates and Analytics.

  Pengpeng Qiao, Zhiwei Zhang 0002, Xinzhou Wang, Zhetao Li, Xiaochun Cao, Yang Cao 0011

  CoRR abs/2603.11596 2026年3月
• Locally Differentially Private Truth Discovery for Sparse Crowdsensing.

  Pengfei Zhang 0010, Zhikun Zhang 0001, Yang Cao 0011, Xiang Cheng 0003, Youwen Zhu, Zhiquan Liu 0001, Ji Zhang 0001

  IEEE Trans. Knowl. Data Eng. 38(2) 1189-1205 2026年2月
• Differentially Private Subspace Fine-Tuning for Large Language Models.

  Lele Zheng, Xiang Wang, Tao Zhang 0029, Yang Cao 0011, Ke Cheng 0001, Yulong Shen 0001

  CoRR abs/2601.11113 2026年1月
• Advanced Data Mining and Applications - 21st International Conference, ADMA 2025, Kyoto, Japan, October 22-24, 2025, Proceedings, Part IV

  Adma (4) 16200 2026年
• Advanced Data Mining and Applications - 21st International Conference, ADMA 2025, Kyoto, Japan, October 22-24, 2025, Proceedings, Part III

  Adma (3) 16199 2026年
• Advanced Data Mining and Applications - 21st International Conference, ADMA 2025, Kyoto, Japan, October 22-24, 2025, Proceedings, Part II

  Adma (2) 16198 2026年
• Advanced Data Mining and Applications - 21st International Conference, ADMA 2025, Kyoto, Japan, October 22-24, 2025, Proceedings, Part I

  Adma (1) 16197 2026年
• Spattack: Subgroup Poisoning Attacks on Federated Recommender Systems.

  Bo Yan 0005, Yurong Hao, Dingqi Liu, Huabin Sun, Pengpeng Qiao, Wei Yang Bryan Lim, Yang Cao 0011, Chuan Shi 0001

  Www 6529-6540 2026年
• Unleashing the Power of Pre-trained Graph Models in Federated Graph Learning.

  Huabin Sun, Bo Yan, Yaoqi Liu, Shaohua Fan, Yang Cao 0011, Chuan Shi 0001

  Dasfaa (2) 471-487 2026年
• Differentially Private Subspace Fine-Tuning for Large Language Models.

  Lele Zheng, Xiang Wang, Tao Zhang 0029, Yang Cao 0011, Ke Cheng 0001, Yulong Shen 0001

  Aaai 28830-28838 2026年
• Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models.

  Fuyao Zhang, Xinyu Yan 0003, Tiantong Wu, Wenjie Li 0008, Tianxiang Chen, Yang Cao 0011, Ran Yan, Longtao Huang, Wei Yang Bryan Lim, Qiang Yang 0001

  Aaai 28185-28193 2026年
• CODE ACROSTIC: Robust Watermarking for Code Generation

  Web Information Systems Engineering – WISE 2025 521-531 2025年12月1日 査読有り
• Continuous Publication of Weighted Graphs with Local Differential Privacy.

  Wen Xu, Pengpeng Qiao, Shang Liu 0001, Zhirun Zheng, Yang Cao 0011, Zhetao Li

  Proceedings of the VLDB Endowment 18(11) 4214-4226 2025年7月 査読有り
• Byzantine-Robust Federated Learning Framework via a Server-Client Defense Mechanisms.

  Anxiao Song, Tao Zhang 0029, Ke Cheng 0001, Yang Cao 0011, Xinghui Zhu, Yulong Shen 0001

  IEEE Internet Things J. 12(14) 29073-29088 2025年7月 査読有り
• Privacy in Fine-Tuning Large Language Models: Attacks, Defenses, and Future Directions.

  Hao Du, Shang Liu 0001, Lele Zheng, Yang Cao 0011, Atsuyoshi Nakamura, Lei Chen

  Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 326-344 2025年6月 査読有り責任著者
• Sensitivity-Aware Differential Privacy for Federated Medical Imaging

  Lele Zheng, Yang Cao, Masatoshi Yoshikawa, Yulong Shen, Essam A. Rashed, Kenjiro Taura, Shouhei Hanaoka, Tao Zhang

  Sensors 25(9) 2847-2847 2025年4月30日 査読有り