"#" and "*" represent "Euqal Contributions" and "Corresponding Author", respectively.

Refereed Journal Articles

  1. Yuqiu Qian, Conghui Tan, Danhao Ding, Hui Li*, and Nikos Mamoulis, "Fast and Secure Distributed Nonnegative Matrix Factorization," IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020. [pdf] [code
  2. Hui Li, Yanlin Wang, Ziyu Lyu, and Jieming Shi, "Multi-task Learning for Recommendation over Heterogeneous Information Network," IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020.
  3. Hui Li, Yu Liu, Yuqiu Qian, Nikos Mamoulis, Wenting Tu, and David W. Cheung, "HHMF: Hidden Hierarchical Matrix Factorization for Recommender Systems," Data Mining and Knowledge Discovery (DMKD), vol. 33, no. 6, pp. 1548-1582, 2019. [pdf] [data
  4. Hui Li*, Ye Liu, Nikos Mamoulis, and David S. Rosenblum, "Translation-Based Sequential Recommendation for Complex Users on Sparse Data," IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019. [pdf] [data
  5. Cheng Wang, Mathias Niepert, and Hui Li*, "RecSys-DAN: Discriminative Adversarial Networks for Cross-Domain Recommender Systems," IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019. [pdf

Refereed Conference Papers

  1. Chen Lin, Si Chen, Hui Li*, Yanghua Xiao, Lianyun Li, and Qian Yang, "Attacking Recommender Systems with Augmented User Profiles," In CIKM, 2020. [pdf
  2. Yunsen Hong, Hui Li, Xiaoli Wang, and Chen Lin, "DEAMER: a Deep Exposure-Aware Multimodal Content-based Recommendation System," In DASFAA, 2020. [pdf
  3. Alberto Garcia-Duran, Roberto Gonzalez, Daniel Onoro-Rubio, Mathias Niepert, and Hui Li, "TransRev: Modeling Reviews as Translations from Users to Items," In ECIR, 2020. [pdf
  4. Yunjie Wang, Hui Li, and Chen Lin, "Modeling Sentiment Evolution for Social Incidents," In CIKM, pp. 2413-2416, 2019. [pdf
  5. Ye Liu#, Hui Li#, Alberto Garcia-Duran#, Mathias Niepert, Daniel Onoro-Rubio, and David S. Rosenblum, "MMKG: Multi-modal Knowledge Graphs," In ESWC, pp. 459-474, 2019. [pdf] [data
  6. Yanjie Wang, Rainer Gemulla, and Hui Li, "On Multi-Relational Link Prediction With Bilinear Models," In AAAI, pp. 4227-4234, 2018. [pdf] [code
  7. Cheng Wang, Mathias Niepert, and Hui Li, "LRMM: Learning to Recommend with Missing Modalities," In EMNLP, pp. 3360-3370, 2018. [pdf
  8. Danhao Ding, Hui Li, Zhipeng Huang, and Nikos Mamoulis, "Efficient Fault-Tolerant Group Recommendation Using alpha-beta-core," In CIKM, pp. 2047-2050, 2017. [pdf
  9. Yuqiu Qian, Hui Li, Nikos Mamoulis, Yu Liu, and David W. Cheung, "Reverse k-Ranks Queries on Large Graphs," In EDBT, pp. 37-48, 2017. [pdf
  10. Ziyu Lu, Hui Li, Nikos Mamoulis, and David W. Cheung, "HBGG: a Hierarchical Bayesian Geographical Model for Group Recommendation," In SDM, pp. 372-380, 2017. [pdf
  11. Hui Li, Tsz Nam Chan, Man Lung Yiu, and Nikos Mamoulis, "FEXIPRO: Fast and Exact Inner Product Retrieval in Recommender Systems," In SIGMOD Conference, pp. 835-850, 2017. [pdf] [code
  12. Hui Li, Dingming Wu, Wenbin Tang, and Nikos Mamoulis, "Overlapping Community Regularization for Rating Prediction in Social Recommender Systems," In RecSys, pp. 27-34, 2015. [pdf] [data] [video
  13. Hui Li, Dingming Wu, and Nikos Mamoulis, "A Revisit to Social Network-based Recommender Systems," In SIGIR, pp. 1239-1242, 2014. [pdf] [data
  14. Hui Li, Fei Cai, and Zhifang Liao, "Content-Based Filtering Recommendation Algorithm Using HMM," In ICCIS, pp. 275-277, 2012.
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