Improving Neural Chinese Word Segmentation with Lexicon-enhanced Adaptive Attention. - Xiaoyan Zhao 005; Min Yang 007; Qiang Qu; Yang Sun (SIGIR, 2020)

Enhancing Top-N Item Recommendations by Peer Collaboration. - Yang Sun; Fajie Yuan; Min Yang 007; Alexandros Karatzoglou; Shen Li; Xiaoyan Zhao 005 (CoRR, 2021)

Dependency-aware Prototype Learning for Few-shot Relation Classification. - Tianshu Yu 002; Min Yang 007; Xiaoyan Zhao 005 (COLING, 2022)

Enhancing Top-N Item Recommendations by Peer Collaboration. - Yang Sun; Fajie Yuan; Min Yang 007; Alexandros Karatzoglou; Li Shen 008; Xiaoyan Zhao 005 (SIGIR, 2022)

TransAlign: Fully Automatic and Effective Entity Alignment for Knowledge Graphs. - Rui Zhang 003; Xiaoyan Zhao 005; Bayu Distiawan Trisedya; Min Yang 007; Hong Cheng 001; Jianzhong Qi 001 (CoRR, 2022)

A Comprehensive Survey on Deep Learning for Relation Extraction: Recent Advances and New Frontiers. - Xiaoyan Zhao 005; Yang Deng 002; Min Yang 007; Lingzhi Wang 001; Rui Zhang 003; Hong Cheng 001; Wai Lam; Ying Shen 001; Ruifeng Xu 001 (CoRR, 2023)

Exploring Privileged Features for Relation Extraction With Contrastive Student-Teacher Learning. - Xiaoyan Zhao 005; Min Yang 007; Qiang Qu; Ruifeng Xu 001; Jieke Li (IEEE Trans. Knowl. Data Eng., 2023)

PITA: Prompting Task Interaction for Argumentation Mining. - Yang Sun; Muyi Wang; Jianzhu Bao; Bin Liang 004; Xiaoyan Zhao 005; Caihua Yang; Min Yang 007; Ruifeng Xu 001 (ACL (1), 2024)

PACAR: Automated Fact-Checking with Planning and Customized Action Reasoning Using Large Language Models. - Xiaoyan Zhao 005; Lingzhi Wang 001; Zhanghao Wang; Hong Cheng 001; Rui Zhang 003; Kam-Fai Wong (LREC/COLING, 2024)

IndiVec: An Exploration of Leveraging Large Language Models for Media Bias Detection with Fine-Grained Bias Indicators. - Luyang Lin; Lingzhi Wang 001; Xiaoyan Zhao 005; Jing Li 049; Kam-Fai Wong (EACL (Findings), 2024)

PMG : Personalized Multimodal Generation with Large Language Models. - Xiaoteng Shen; Rui Zhang 003; Xiaoyan Zhao 005; Jieming Zhu; Xi Xiao (WWW, 2024)

AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment Enabled by Large Language Models. - Rui Zhang 003; Yixin Su 001; Bayu Distiawan Trisedya; Xiaoyan Zhao 005; Min Yang 007; Hong Cheng 001; Jianzhong Qi 001 (IEEE Trans. Knowl. Data Eng., 2024)

Improving Semi-Supervised Text Classification with Dual Meta-Learning. - Shujie Li 001; Guanghu Yuan; Min Yang 007; Ying Shen 001; Chengming Li; Ruifeng Xu 001; Xiaoyan Zhao 005 (ACM Trans. Inf. Syst., 2024)

A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers. - Xiaoyan Zhao 005; Yang Deng 002; Min Yang 007; Lingzhi Wang 001; Rui Zhang 003; Hong Cheng 001; Wai Lam; Ying Shen 001; Ruifeng Xu 001 (ACM Comput. Surv., 2024)

Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization. - Yilun Qiu; Xiaoyan Zhao 005; Yang Zhang 072; Yimeng Bai; Wenjie Wang 007; Hong Cheng 001; Fuli Feng; Tat-Seng Chua (ACL (Findings), 2025)

PEARL: Towards Permutation-Resilient LLMs. - Liang Chen 001; Li Shen 008; Yang Deng 002; Xiaoyan Zhao 005; Bin Liang 004; Kam-Fai Wong (ICLR, 2025)

Few-Shot Relation Extraction With Automatically Generated Prompts. - Xiaoyan Zhao 005; Min Yang 007; Qiang Qu; Ruifeng Xu 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models. - Xiaoyan Zhao 005; Yang Deng 002; Wenjie Wang 007; Hongzhan Lin 001; Hong Cheng 001; Rui Zhang 003; See-Kiong Ng; Tat-Seng Chua (CoRR, 2025)

Reinforced Latent Reasoning for LLM-based Recommendation. - Yang Zhang 072; Wenxin Xu; Xiaoyan Zhao 005; Wenjie Wang 007; Fuli Feng; Xiangnan He 001; Tat-Seng Chua (CoRR, 2025)

NextQuill: Causal Preference Modeling for Enhancing LLM Personalization. - Xiaoyan Zhao 005; Juntao You; Yang Zhang 072; Wenjie Wang 007; Hong Cheng 001; Fuli Feng; See-Kiong Ng; Tat-Seng Chua (CoRR, 2025)

IGD: Token Decisiveness Modeling via Information Gain in LLMs for Personalized Recommendation. - Zijie Lin; Yang Zhang 072; Xiaoyan Zhao 005; Fengbin Zhu; Fuli Feng; Tat-Seng Chua (CoRR, 2025)

DiscRec: Disentangled Semantic-Collaborative Modeling for Generative Recommendation. - Chang Liu; Yimeng Bai; Xiaoyan Zhao 005; Yang Zhang 072; Fuli Feng; Wenge Rong (CoRR, 2025)

Latent Inter-User Difference Modeling for LLM Personalization. - Yilun Qiu; Tianhao Shi; Xiaoyan Zhao 005; Fengbin Zhu; Yang Zhang 072; Fuli Feng (CoRR, 2025)