Deep memory network with Bi-LSTM for personalized context-aware citation recommendation. - Jie Wang 072; Li Zhu 003; Tao Dai 002; Yabin Wang (Neurocomputing, 2020)

Low-rank and sparse matrix factorization with prior relations for recommender systems. - Jie Wang 072; Li Zhu 003; Tao Dai 002; Qiannan Xu; Tianyu Gao (Appl. Intell., 2021)

Neighborhood Constraints Based Bayesian Personalized Ranking for Explainable Recommendation. - Tingxuan Zhang; Li Zhu 003; Jie Wang 072 (APWeb/WAIM (3), 2022)

TransRec: Learning Transferable Recommendation from Mixture-of-Modality Feedback. - Jie Wang 072; Fajie Yuan; Mingyue Cheng; Joemon M. Jose; Chenyun Yu; Beibei Kong; Zhijin Wang; Bo Hu; Zang Li (APWeb/WAIM (2), 2024)

Sparks of Surprise: Multi-objective Recommendations with Hierarchical Decision Transformers for Diversity, Novelty, and Serendipity. - Jie Wang 072; Alexandros Karatzoglou; Ioannis Arapakis; Xin Xin 003; Xuri Ge; Joemon M. Jose (CIKM, 2024)

Empowering Legal Citation Recommendation via Efficient Instruction-Tuning of Pre-trained Language Models. - Jie Wang 072; Kanha Bansal; Ioannis Arapakis; Xuri Ge; Joemon M. Jose (ECIR (1), 2024)

Capturing the Spectrum of Social Media Conflict: A Novel Multi-objective Classification Model. - Oliver Warke; Joemon M. Jose; Jan Breitsohl; Jie Wang 072 (ICTIR, 2024)

IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT. - Junchen Fu; Xuri Ge; Xin Xin 003; Alexandros Karatzoglou; Ioannis Arapakis; Jie Wang 072; Joemon M. Jose (SIGIR, 2024)

Reinforcement Learning-based Recommender Systems with Large Language Models for State Reward and Action Modeling. - Jie Wang 072; Alexandros Karatzoglou; Ioannis Arapakis; Joemon M. Jose (SIGIR, 2024)

Exploring Adapter-based Transfer Learning for Recommender Systems: Empirical Studies and Practical Insights. - Junchen Fu; Fajie Yuan; Yu Song 007; Zheng Yuan; Mingyue Cheng; Shenghui Cheng; Jiaqi Zhang; Jie Wang 072; Yunzhu Pan (WSDM, 2024)

Hire: Hybrid-modal Interaction with Multiple Relational Enhancements for Image-Text Matching. - Xuri Ge; Fuhai Chen; Songpei Xu; Fuxiang Tao; Jie Wang 072; Joemon M. Jose (CoRR, 2024)

3SHNet: Boosting image-sentence retrieval via visual semantic-spatial self-highlighting. - Xuri Ge; Songpei Xu; Fuhai Chen; Jie Wang 072; Guoxin Wang; Shan An; Joemon M. Jose (Inf. Process. Manag., 2024)

Large Language Model driven Policy Exploration for Recommender Systems. - Jie Wang 072; Alexandros Karatzoglou; Ioannis Arapakis; Joemon M. Jose (WSDM, 2025)

Hire: Hybrid-Modal Interaction with Multiple Relational Enhancements for Image-Text Matching. - Xuri Ge; Fuhai Chen; Songpei Xu; Fuxiang Tao; Jie Wang 072; Joemon M. Jose (ACM Trans. Intell. Syst. Technol., 2025)

NineRec: A Benchmark Dataset Suite for Evaluating Transferable Recommendation. - Jiaqi Zhang; Yu Cheng 011; Yongxin Ni; Yunzhu Pan; Zheng Yuan; Junchen Fu; Youhua Li; Jie Wang 072; Fajie Yuan (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Beyond Accuracy: Decision Transformers for Reward-Driven Multi-Objective Recommendations. - Jie Wang 072; Alexandros Karatzoglou; Ioannis Arapakis; Joemon M. Jose; Xuri Ge (IEEE Trans. Knowl. Data Eng., 2025)