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.

2017
  • Indexable Bayesian Personalized Ranking for Eff€icient Top-k Recommendation,
    by Dung D. Le and Hady W. Lauw,
    ACM Conference on Information and Knowledge Management (CIKM'17), full paper, Nov 2017.
  • Collaborative Topic Regression with Denoising AutoEncoder for Content and Community Co-Representation,
    by Trong T. Nguyen and Hady W. Lauw,
    ACM Conference on Information and Knowledge Management (CIKM'17), short paper, Nov 2017.
  • SemVis: Semantic Visualization for Interactive Topical Analysis,
    by Tuan M. V. Le and Hady W. Lauw,
    ACM Conference on Information and Knowledge Management (CIKM'17), demo paper, Nov 2017.
  • Visual Sentiment Analysis for Review Images with Item-Oriented and User-Oriented CNN,
    by Quoc-Tuan Truong and Hady W. Lauw,
    ACM Multimedia (ACMMM'17), Oct 2017.
  • Micro-Review Synthesis for Multi-Entity Summarization,
    by Thanh-Son Nguyen, Hady W. Lauw, Panayiotis Tsaparas,
    Data Mining and Knowledge Discovery (DAMI), Vol 31, No. 5, pages 1189--1217, Sep 2017.
  • Basket-Sensitive Personalized Item Recommendation,
    by Duc-Trong Le, Hady W. Lauw, and Yuan Fang,
    International Joint Conference on Artificial Intelligence (IJCAI'17), Aug 2017.
  • Semantic Visualization for Short Texts with Word Embeddings,
    by Tuan M. V. Le and Hady W. Lauw,
    International Joint Conference on Artificial Intelligence (IJCAI'17), Aug 2017. (Code)
  • Comparative Relation Generative Model,
    by Maksim Tkachenko and Hady W. Lauw,
    IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol 29, No. 4, Apr 2017.
2016
2015

2014

2013

2012

2011

2010

2009

2008

2007 and earlier