PPaperPicks

Hongsheng Hu

20 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

IJCAI ×4S&P ×3AAAI ×2NDSS ×2NeurIPS ×2WWW ×2ACM MM ×1AsiaCCS ×1CVPR ×1RAID ×1USENIX Security ×1

Frequent coauthors

Shuo Wang
×9
Xuyun Zhang
×6
Lianyong Qi
×6
Xiaolong Xu
×6
Minhui Xue
×5
Chaoxiang He
×4
Wanchun Dou
×3
Amin Beheshti
×3
Shuo Wang
×3
Jiamin Chang
×3
Xiaoxiao Chi
×2
Yan Wang
×2

Papers

  1. ExpShield: Safeguarding Web Text from Unauthorized Crawling and LLM Exploitation
    NDSS 2026 ·
    Ruixuan Liu
    ,
    Toan Tran
    ,
    Tianhao Wang
    , Hongsheng Hu,
    Shuo Wang
    ,
    Li Xiong
  2. Reference Recommendation Based Membership Inference Attack Against Hybrid-Based Recommender Systems
    AAAI 2026 ·
    Xiaoxiao Chi
    ,
    Xuyun Zhang
    ,
    Yan Wang
    , Hongsheng Hu,
    Wanchun Dou
  3. SoK: Robustness in Large Language Models against Jailbreak Attacks
    S&P 2026 ·
    Feiyue Xu
    , Hongsheng Hu,
    Chaoxiang He
    ,
    Sheng Hang
    ,
    Hanqing Hu
    ,
    Xiuming Liu
    ,
    Yubo Zhao
    ,
    Zhengyan Zhou
    ,
    Bin Benjamin Zhu
    ,
    Shifeng Sun
    ,
    Dawu Gu
    ,
    Shuo Wang
  4. BadFU: Backdoor Federated Learning through Adversarial Machine Unlearning
    RAID 2025 ·
    Bingguang Lu
    , Hongsheng Hu,
    Yuantian Miao
    ,
    Shaleeza Sohail
    ,
    Chaoxiang He
    ,
    Shuo Wang
    ,
    Xiao Chen
  5. Balancing Invariant and Specific Knowledge for Domain Generalization with Online Knowledge Distillation
    IJCAI 2025 ·
    Di Zhao
    ,
    Jingfeng Zhang
    , Hongsheng Hu,
    Philippe Fournier-Viger
    ,
    Gillian Dobbie
    ,
    Yun Sing Koh
  6. Boosting Guided Diffusion with Large Language Models for Multimodal Sequential Recommendation
    ACM MM 2025 ·
    Te Song
    ,
    Lianyong Qi
    ,
    Weiming Liu
    ,
    Fan Wang
    ,
    Xiaolong Xu
    , Hongsheng Hu,
    Yang Cao
    ,
    Xuyun Zhang
    ,
    Amin Beheshti
  7. Enhancing Adversarial Transferability with Checkpoints of a Single Model's Training
    CVPR 2025 ·
    Shixin Li
    ,
    Chaoxiang He
    ,
    Xiaojing Ma
    ,
    Bin Benjamin Zhu
    ,
    Shuo Wang
    , Hongsheng Hu,
    Dongmei Zhang
    ,
    Linchen Yu
  8. Fine-Grained and Efficient Self-Unlearning with Layered Iteration
    IJCAI 2025 ·
    Hongyi Lyu
    ,
    Xuyun Zhang
    , Hongsheng Hu,
    Shuo Wang
    ,
    Chaoxiang He
    ,
    Lianyong Qi
  9. HPSERec: A Hierarchical Partitioning and Stepwise Enhancement Framework for Long-tailed Sequential Recommendation
    NeurIPS 2025 ·
    Xiaolong Xu
    ,
    Xudong Zhao
    ,
    Haolong Xiang
    ,
    Xuyun Zhang
    ,
    Wei Shen
    , Hongsheng Hu,
    Lianyong Qi
  10. MGF-ESE: An Enhanced Semantic Extractor with Multi-Granularity Feature Fusion for Code Summarization
    WWW 2025 ·
    Xiaolong Xu
    ,
    Yuxin Cao
    , Hongsheng Hu,
    Haolong Xiang
    ,
    Lianyong Qi
    ,
    Junqun Xiong
    ,
    Wanchun Dou
  11. When Better Features Mean Greater Risks: The Performance-Privacy Trade-Off in Contrastive Learning
    AsiaCCS 2025 ·
    Ruining Sun
    , Hongsheng Hu,
    Wei Luo
    ,
    Zhaoxi Zhang
    ,
    Yanjun Zhang
    ,
    Haizhuan Yuan
    ,
    Leo Yu Zhang
  12. Where Does This Data Come From? Enhanced Source Inference Attacks in Federated Learning
    IJCAI 2025 ·
    Haiyang Chen
    ,
    Xiaolong Xu
    ,
    Xiang Zhu
    ,
    Xiaokang Zhou
    ,
    Fei Dai
    ,
    Yansong Gao
    ,
    Xiao Chen
    ,
    Shuo Wang
    , Hongsheng Hu
  13. A Duty to Forget, a Right to be Assured? Exposing Vulnerabilities in Machine Unlearning Services
    NDSS 2024 · Hongsheng Hu,
    Shuo Wang
    ,
    Jiamin Chang
    ,
    Haonan Zhong
    ,
    Ruoxi Sun
    ,
    Shuang Hao
    ,
    Haojin Zhu
    ,
    Minhui Xue
  14. Cardinality Counting in "Alcatraz": A Privacy-aware Federated Learning Approach
    WWW 2024 ·
    Nan Wu
    ,
    Xin Yuan
    ,
    Shuo Wang
    , Hongsheng Hu,
    Minhui Xue
  15. DNN-GP: Diagnosing and Mitigating Model's Faults Using Latent Concepts
    USENIX Security 2024 ·
    Shuo Wang
    , Hongsheng Hu,
    Jiamin Chang
    ,
    Benjamin Zi Hao Zhao
    ,
    Qi Alfred Chen
    ,
    Minhui Xue
  16. DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices
    NeurIPS 2024 ·
    Yongzhe Jia
    ,
    Xuyun Zhang
    , Hongsheng Hu,
    Kim-Kwang Raymond Choo
    ,
    Lianyong Qi
    ,
    Xiaolong Xu
    ,
    Amin Beheshti
    ,
    Wanchun Dou
  17. LACMUS: Latent Concept Masking for General Robustness Enhancement of DNNs
    S&P 2024 ·
    Shuo Wang
    , Hongsheng Hu,
    Jiamin Chang
    ,
    Benjamin Zi Hao Zhao
    ,
    Minhui Xue
  18. Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearning
    S&P 2024 · Hongsheng Hu,
    Shuo Wang
    ,
    Tian Dong
    ,
    Minhui Xue
  19. Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought
    IJCAI 2024 ·
    Xiaoxiao Chi
    ,
    Xuyun Zhang
    ,
    Yan Wang
    ,
    Lianyong Qi
    ,
    Amin Beheshti
    ,
    Xiaolong Xu
    ,
    Kim-Kwang Raymond Choo
    ,
    Shuo Wang
    , Hongsheng Hu
  20. Symmetric Self-Paced Learning for Domain Generalization
    AAAI 2024 ·
    Di Zhao
    ,
    Yun Sing Koh
    ,
    Gillian Dobbie
    , Hongsheng Hu,
    Philippe Fournier-Viger