PPaperPicks

Yang Cao

Institute of Science Tokyo (Science Tokyo, formerly Tokyo Tech), Japan

22 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-6424-8633 ↗Google Scholar ↗Homepage ↗

Venues

VLDB ×4AAAI ×3ICDE ×3CCS ×2IJCAI ×2WWW ×2ACL ×1ACM MM ×1ICLR ×1ICML ×1NeurIPS ×1SIGMOD ×1

Frequent coauthors

Jinfei Liu
×5
Li Xiong
×5
Wei Yang Bryan Lim
×4
Bo Yan
×4
Shang Liu
×4
Masatoshi Yoshikawa
×4
Kui Ren
×3
Chuan Shi
×3
Lele Zheng
×2
Yulong Shen
×2
Yurong Hao
×2
Pengpeng Qiao
×2

Papers

  1. APPSI-139: A Parallel Corpus of English Application Privacy Policy Summarization and Interpretation
    ACL 2026 ·
    Pengyun Zhu
    ,
    Qiheng Sun
    ,
    Long Wen
    ,
    Yanbo Wang
    , Yang Cao,
    Junxu Liu
    ,
    Deyi Xiong
    ,
    Jinfei Liu
    ,
    Zhibo Wang
    ,
    Kui Ren
  2. Differentially Private Subspace Fine-Tuning for Large Language Models
    AAAI 2026 ·
    Lele Zheng
    ,
    Xiang Wang
    ,
    Tao Zhang
    , Yang Cao,
    Ke Cheng
    ,
    Yulong Shen
  3. Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models
    AAAI 2026 ·
    Fuyao Zhang
    ,
    Xinyu Yan
    ,
    Tiantong Wu
    ,
    Wenjie Li
    ,
    Tianxiang Chen
    , Yang Cao,
    Ran Yan
    ,
    Longtao Huang
    ,
    Wei Yang Bryan Lim
    ,
    Qiang Yang
  4. Spattack: Subgroup Poisoning Attacks on Federated Recommender Systems
    WWW 2026 ·
    Bo Yan
    ,
    Yurong Hao
    ,
    Dingqi Liu
    ,
    Huabin Sun
    ,
    Pengpeng Qiao
    ,
    Wei Yang Bryan Lim
    , Yang Cao,
    Chuan Shi
  5. AegisGuard: RL-Guided Adapter Tuning for TEE-Based Efficient & Secure On-Device Inference
    NeurIPS 2025 ·
    Che Wang
    ,
    Ziqi Zhang
    ,
    Yinggui Wang
    ,
    Tiantong Wang
    ,
    Yurong Hao
    ,
    Jianbo Gao
    ,
    Tao Wei
    , Yang Cao,
    Zhong Chen
    ,
    Wei Yang Bryan Lim
  6. Are Your LLM-based Text-to-SQL Models Secure? Exploring SQL Injection via Backdoor Attacks
    SIGMOD 2025 ·
    Meiyu Lin
    ,
    Haichuan Zhang
    ,
    Jiale Lao
    ,
    Renyuan Li
    ,
    Yuanchun Zhou
    ,
    Carl Yang
    , Yang Cao,
    Mingjie Tang
  7. Bargaining-Based Data Markets
    ICDE 2025 ·
    Yuran Bi
    ,
    Jinfei Liu
    ,
    Kui Ren
    ,
    Yihang Wu
    , Yang Cao
  8. Continuous Publication of Weighted Graphs with Local Differential Privacy
    VLDB 2025 ·
    Wen Xu
    ,
    Pengpeng Qiao
    ,
    Shang Liu
    ,
    Zhirun Zheng
    , Yang Cao,
    Zhetao Li
  9. Differentially Private Visual Learning with Public Subspace Augmented by Synthetic Data
    ACM MM 2025 ·
    Haichao Sha
    ,
    Yuncheng Wu
    ,
    Ruixuan Liu
    , Yang Cao,
    Hong Chen
  10. Enhancing Federated Domain Adaptation with Multi-Domain Prototype-Based Federated Fine-Tuning
    ICLR 2025 ·
    Jingyuan Zhang
    ,
    Yiyang Duan
    ,
    Shuaicheng Niu
    , Yang Cao,
    Wei Yang Bryan Lim
  11. Federated Graph Condensation with Information Bottleneck Principles
    AAAI 2025 ·
    Bo Yan
    ,
    Sihao He
    ,
    Cheng Yang
    ,
    Shang Liu
    , Yang Cao,
    Chuan Shi
  12. MMGIA: Gradient Inversion Attack Against Multimodal Federated Learning via Intermodal Correlation
    IJCAI 2025 ·
    Lele Zheng
    , Yang Cao,
    Leo Yu Zhang
    ,
    Wei Wang
    ,
    Yulong Shen
    ,
    Xiaochun Cao
  13. PGB: Benchmarking Differentially Private Synthetic Graph Generation Algorithms
    ICDE 2025 ·
    Shang Liu
    ,
    Hao Du
    , Yang Cao,
    Bo Yan
    ,
    Jinfei Liu
    ,
    Masatoshi Yoshikawa
  14. CARGO: Crypto-Assisted Differentially Private Triangle Counting Without Trusted Servers
    ICDE 2024 ·
    Shang Liu
    , Yang Cao,
    Takao Murakami
    ,
    Jinfei Liu
    ,
    Masatoshi Yoshikawa
  15. Federated Heterogeneous Graph Neural Network for Privacy-preserving Recommendation
    WWW 2024 ·
    Bo Yan
    , Yang Cao,
    Haoyu Wang
    ,
    Wenchuan Yang
    ,
    Junping Du
    ,
    Chuan Shi
  16. Front Matter
    VLDB 2024 ·
    Meihui Zhang
    ,
    Cyrus Shahabi
    ,
    Ju Fan
    , Yang Cao,
    Xiaoou Ding
    ,
    Divesh Srivastava
    ,
    Nesime Tatbul
    ,
    Sihem Amer-Yahia
    ,
    Yongxin Tong
    ,
    Yuncheng Wu
    ,
    Li Xiong
    ,
    Torsten Grust
    ,
    Themis Palpanas
    ,
    Philippe Bonnet
    ,
    Haixun Wang
    ,
    Wook-Shin Han
    ,
    Ibrahim Sabek
    ,
    M. Tamer Özsu
    ,
    Xiaofang Zhou
  17. HRNet: Differentially Private Hierarchical and Multi-Resolution Network for Human Mobility Data Synthesization
    VLDB 2024 ·
    Shun Takagi
    ,
    Li Xiong
    ,
    Fumiyuki Kato
    , Yang Cao,
    Masatoshi Yoshikawa
  18. Noise-Aware Algorithm for Heterogeneous Differentially Private Federated Learning
    ICML 2024 ·
    Saber Malekmohammadi
    ,
    Yaoliang Yu
    , Yang Cao
  19. Optimal Graph Learning and Nuclear Norm Maximization for Deep Cross-Domain Robust Label Propagation
    IJCAI 2024 ·
    Wei Wang
    ,
    Hanyang Li
    ,
    Ke Shi
    ,
    Chao Huang
    , Yang Cao,
    Cong Wang
    ,
    Xiaochun Cao
  20. PreCurious: How Innocent Pre-Trained Language Models Turn into Privacy Traps
    CCS 2024 ·
    Ruixuan Liu
    ,
    Tianhao Wang
    , Yang Cao,
    Li Xiong
  21. TabularMark: Watermarking Tabular Datasets for Machine Learning
    CCS 2024 ·
    Yihao Zheng
    ,
    Haocheng Xia
    ,
    Junyuan Pang
    ,
    Jinfei Liu
    ,
    Kui Ren
    ,
    Lingyang Chu
    , Yang Cao,
    Li Xiong
  22. Uldp-FL: Federated Learning with Across Silo User-Level Differential Privacy
    VLDB 2024 ·
    Fumiyuki Kato
    ,
    Li Xiong
    ,
    Shun Takagi
    , Yang Cao,
    Masatoshi Yoshikawa