This page contains a chronological listing of my mainstream publications (i.e., journals, conferences).  For a complete listing by type, including patents and tutorials, see Publications by Type.

2021
  • Efficient Retrieval of Matrix Factorization-Based Top-k Recommendations: A Survey of Recent Approaches,
    by Dung D. Le and Hady W. Lauw,
    Journal of Artificial Intelligence Research (JAIR), to appear.
  • Exploring Cross-Modality Utilization in Recommender Systems,
    by Quoc-Tuan Truong, Aghiles Salah, Thanh-Binh Tran, Jingyao Guo, Hady W. Lauw,
    IEEE Internet Computing, to appear.
  • Sentiment-Oriented Metric Learning for Text-to-Image Retrieval,
    by Quoc-Tuan Truong and Hady W. Lauw,
    European Conference on Information Retrieval (ECIR'21), Mar 2021.
  • Bilateral Variational Autoencoder for Collaborative Filtering,
    by Quoc-Tuan Truong, Aghiles Salah, and Hady W. Lauw,
    ACM International Conference on Web Search and Data Mining (WSDM'21), Mar 2021.
  • Explainable Recommendation with Comparative Constraints on Product Aspects,
    by Trung-Hoang Le and Hady W. Lauw,
    ACM International Conference on Web Search and Data Mining (WSDM'21), Mar 2021.
2020
2019
2018
2017
2016
2015

2014

2013

2012

2011

2010

2009

2008

2007 and earlier