Media Management Research Lab

National University of Singapore

  • Increase font size
  • Default font size
  • Decrease font size
Home News Latest PhD Thesis Defense by Dilruk Perera

PhD Thesis Defense by Dilruk Perera

Print PDF

10 June 2020: Dilruk Perera has successfully defended his PhD Thesis work entitled "Towards Comprehensive User Preference Learning: Modeling User Preference Dynamics Across Networks for Recommendations." Congratulations to Dr. Dilruk Perera ! His dissertation will be available soon in ScholarBank@NUS. For readers interested in Dilruk's work on recommender systems, these are his conference papers:

  • Dilruk Perera and Roger Zimmermann. “Towards Comprehensive Recommender Systems: Time-Aware Unified Recommendations Based on Listwise Ranking of Implicit Cross-Network Data.” 34th AAAI Conference on Artificial Intelligence (AAAI), 2020.
  • Dilruk Perera and Roger Zimmermann, “CnGAN: Generative Adversarial Networks for Cross-network User Preference Generation for Non-overlapped Users,” The Web Conference (WWW), 2019.
  • Dilruk Perera and Roger Zimmermann, “LSTM Networks for Online Cross-Network Recommendations,” 27th International Joint Conference on Artificial Intelligence (IJCAI), 2018.
  • Dilruk Perera and Roger Zimmermann, “Exploring the use of Time-Dependent Cross-Network Information for Personalized Recommendations,” 25th ACM International Conference on Multimedia (MM), 2017.
Last Updated on Friday, 12 June 2020 12:54