Publications
Selected Recent Publications (Full List) (^ Equal Contribution, * Mentorship)
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 FindingsPEARL: Towards Permutation-Resilient LLMs
Liang Chen, Li Shen, Yang Deng, Xiaoyan Zhao, Bin Liang, Kam-Fai Wong
ICLR 2025PACAR: 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)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)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)PMG : Personalized Multimodal Response Generation with Large Language Models
Xiaoteng Shen, Rui Zhang, Xiaoyan Zhao, Jieming Zhu, Xi Xiao
WWW 2024 (CCF A)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)Exploring Privileged Features for Relation Extraction with Contrastive Student-Teacher Learning
Xiaoyan Zhao, Min Yang, Qiang Qu, Ruifeng Xu
TKDE 2022 (CCF A)Improving Neural Chinese Word Segmentation with Lexicon-enhanced Adaptive Attention
Xiaoyan Zhao, Min Yang, Qiang Qu, Yang Sun
SIGIR 2020 (short paper, CCF A)