publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Membership Inference Attack Should Move On to Distributional Statistics for Distilled Generative Models
    Muxing Li, Zesheng Ye, Yixuan Li, and 3 more authors
    arXiv preprint arXiv:2502.02970, 2025
  2. Attribute-based Visual Reprogramming for Image Classification with CLIP
    Chengyi Cai, Zesheng Ye , Lei Feng, and 2 more authors
    In ICLR, 2025

2024

  1. Bayesian-guided Label Mapping for Visual Reprogramming
    Chengyi Cai, Zesheng Ye , Lei Feng, and 2 more authors
    In NeurIPS, 2024
  2. Identifiability of cross-domain recommendation via causal subspace disentanglement
    Jing Du, Zesheng Ye, Bin Guo, and 2 more authors
    In SIGIR, 2024
  3. Sample-specific masks for visual reprogramming-based prompting
    Chengyi Cai, Zesheng Ye , Lei Feng, and 2 more authors
    In ICML, 2024
  4. Transferrable Subject-Independent Feature Representation for Discriminating EEG-Based Brain Signals
    Haowei Lou, Zesheng Ye, and Lina Yao
    Guidance, Navigation and Control, 2024
  5. Uncertainty-aware pedestrian trajectory prediction via distributional diffusion
    Yao Liu, Zesheng Ye, Rui Wang, and 3 more authors
    Knowledge-Based Systems, 2024
  6. Self-supervised cross-modal visual retrieval from brain activities
    Zesheng Ye, Lina Yao, Yu Zhang, and 1 more author
    Pattern Recognition (PR), 2024
  7. Towards Robust Cross-Domain Recommendation with Joint Identifiability of User Preference
    Jing Du, Zesheng Ye, Bin Guo, and 5 more authors
    arXiv preprint arXiv:2411.17361, 2024

2023

  1. Distributional domain-invariant preference matching for cross-domain recommendation
    Jing* Du, Zesheng* Ye, Bin Guo, and 2 more authors
    In 2023 IEEE International Conference on Data Mining (ICDM), 2023
  2. NP-SSL: A Modular and Extensible Self-supervised Learning Library with Neural Processes
    Zesheng Ye, Jing Du, Yao Liu, and 2 more authors
    In CIKM, 2023
  3. IDNP: Interest Dynamics Modeling Using Generative Neural Processes for Sequential Recommendation
    Jing* Du, Zesheng* Ye, Bin Guo, and 2 more authors
    In WSDM, 2023
  4. Less is more: brain functional connectivity empowered generalizable intention classification with task-relevant channel selection
    Haowei Lou, Zesheng Ye, Lina Yao, and 1 more author
    IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), 2023
  5. Adversarially Contrastive Estimation of Conditional Neural Processes
    Zesheng Ye, Jing Du, and Lina Yao
    arXiv preprint arXiv:2303.13004, 2023

2022

  1. Socially-aware dual contrastive learning for cold-start recommendation
    Jing Du, Zesheng Ye, Lina Yao, and 2 more authors
    In SIGIR, 2022
  2. Contrastive conditional neural processes
    Zesheng Ye, and Lina Yao
    In CVPR, 2022