Publications

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

2026

  1. Red-Teaming Privacy-Protective Perturbations: Blind Face Restoration as an Attack Strategy
    Zelin Li, Yifan Liu, Huimin Zeng, and 4 more authors
    In Proceedings of the ACM Web Conference, 2026
    Paper Code
  2. Mind the Ambiguity: Aleatoric Uncertainty Quantification in LLMs for Safe Medical Question Answering
    Yifan Liu, Yaokun Liu, Peter Mbuvi, and 4 more authors
    In Proceedings of the ACM Web Conference, 2026
    Paper
  3. Beyond Truth Discovery: A Two-Stage Framework to Assess the Severity of False Claim during Disasters
    Ruichen Yao, Tejna Dasari, Gulshat Baispay, and 5 more authors
    arXiv preprint arXiv:2608.20983, 2026
    Paper
  4. One Size Does Not Fit All: Adaptive Interest Representation Learning for Multi-interest Recommendation
    Yaokun Liu, Yifan Liu, Ruichen Yao, and 2 more authors
    ACM Transactions on Recommender Systems, 2026
    Paper
  5. PropUQ-MAS: Propagation-Aware Uncertainty Quantification for LLM Multi-Agent Systems
    Yaokun Liu, Yifan Liu, Daniel Yue Zhang, and 3 more authors
    arXiv preprint arXiv:2608.22130, 2026
    Paper
  6. Topology-Aware Tokenization for Generative Recommendation
    Yaokun Liu, Yifan Liu, Zhenrui Yue, and 4 more authors
    arXiv preprint arXiv:2607.18600, 2026
    Paper
  7. DisImpact: Quantifying the Physi-Social Impact of Natural Disasters Through Social Media
    Ruichen Yao, Tejas Dasari, Xian Meng, and 6 more authors
    In Proceedings of the International AAAI Conference on Web and Social Media, 2026
    Paper
  8. MASH: A Multiplatform and Multimodal Annotated Dataset for Societal Impact of Hurricane
    Ruichen Yao, Aigerim Murzakhmetov, Rakesh Pillai, and 5 more authors
    In Proceedings of the International AAAI Conference on Web and Social Media, 2026
    Paper

2025

  1. Anti-Tamper Protection for Unauthorized Individual Image Generation
    Zelin Li, Ruohan Zong, Yifan Liu, and 4 more authors
    In Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025
    Paper Code
  2. Modality Interactive Mixture-of-Experts for Fake News Detection
    Yifan Liu, Yaokun Liu, Zelin Li, and 3 more authors
    In Proceedings of the ACM Web Conference, 2025
    Paper
  3. Learning Decomposed Contextual Token Representations from Pretrained and Collaborative Signals for Generative Recommendation
    Yifan Liu, Yaokun Liu, Zelin Li, and 5 more authors
    arXiv preprint arXiv:2509.10468, 2025
    Paper
  4. Component-Based Fairness in Face Attribute Classification with Bayesian Network-Informed Meta Learning
    Yifan Liu, Ruichen Yao, Yaokun Liu, and 4 more authors
    In Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency, 2025
    Paper

2023

  1. Analyzing and Combating Attribute Bias for Face Restoration
    Zelin Li, Dailin Zeng, Xin Yan, and 2 more authors
    In Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
    Paper
  2. Cascaded Face Super-Resolution with Shape and Identity Priors
    Dailin Zeng, Zelin Li, Xin Yan, and 4 more authors
    IET Image Processing, 2023
    Paper