Publications

Selected Recent Publications (Full List) (^ Equal Contribution, * Mentorship)

  1. Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization
    Yilun Qiu^, Xiaoyan Zhao^, Yang Zhang, Yimeng Bai, Wenjie Wang, Hong Cheng, Fuli Feng, Tat-Seng Chua
    ACL 2025 Findings

  2. PEARL: Towards Permutation-Resilient LLMs
    Liang Chen, Li Shen, Yang Deng, Xiaoyan Zhao, Bin Liang, Kam-Fai Wong
    ICLR 2025

  3. PACAR: Automated Fact-Checking with Planning and Customized Action Reasoning using Large Language Models
    Xiaoyan Zhao, Lingzhi Wang, Zhanghao Wang, Hong Cheng, Rui Zhang, Kam-Fai Wong
    COLING 2024 (CCF B)

  4. A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers
    Xiaoyan Zhao, Yang Deng, Min Yang, Rui Zhang, Hong Cheng, Wai Lam, Ruifeng Xu
    ACM Computing Surveys 2024 (CSUR, 中科院1区, JCR Q1, SCI IF=23.97)

  5. Few-shot Relation Extraction with Automatically Generated Prompts
    Xiaoyan Zhao, Min Yang, Qiang Qu, Ruifeng Xu
    TNNLS 2024 (中科院1区, CCF B, SCI IF=10.451)

  6. PMG : Personalized Multimodal Response Generation with Large Language Models
    Xiaoteng Shen, Rui Zhang, Xiaoyan Zhao, Jieming Zhu, Xi Xiao
    WWW 2024 (CCF A)

  7. AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment enabled by Large Language Models
    Rui Zhang, Yixin Su, Bayu Distiawan Trisedya, Xiaoyan Zhao, Min Yang, Hong Cheng, Jianzhong Qi
    TKDE 2023 (CCF A)

  8. Exploring Privileged Features for Relation Extraction with Contrastive Student-Teacher Learning
    Xiaoyan Zhao, Min Yang, Qiang Qu, Ruifeng Xu
    TKDE 2022 (CCF A)

  9. Improving Neural Chinese Word Segmentation with Lexicon-enhanced Adaptive Attention
    Xiaoyan Zhao, Min Yang, Qiang Qu, Yang Sun
    SIGIR 2020 (short paper, CCF A)