PUBLICATIONS

2018

    • Yao Ma, Zhaochun Ren, Ziheng Jiang, Jiliang Tang, Dawei Yin. Multi-dimensional network embedding with hierarchical structures . In WSDM’18, Los Angeles, USA, 2018.

 

    • Zihan Wang, Ziheng Jiang, Zhaochun Ren, Jiliang Tang, Dawei Yin. A Path-constrained Framework for Discriminating Substitutable and Complementary Products in E-commerce. In WSDM’18, Los Angeles, USA, 2018.

 

    • Meizi Zhou, Zhuoye Ding, Jiliang Tang, Dawei Yin, Micro Behaviors: A New Perspective in E-commerce Recommender Systems, In WSDM’18, Los Angeles, USA, 2018.

 

    • Dynamic User Profiling for Streams of Short Texts, Shangsong Liang, Zhaochun Ren, in AAAI 2018.

2017

    • Jing Li, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Jun Ma. Neural Attentive Session-based Recommendation. In CIKM’17, Singapore 2017(Best full paper runner up award).

 

    • Yuening Hu, Changsung Kang, Jiliang Tang, Dawei Yin, and Yi Chang, Large-scale Location Prediction for Web Pages, In IEEE Trans on Knowledge and Data Engineering (TKDE), 2017.

 

    • Lizi Liao, Xiangnan He, Zhaochun Ren, Liqiang Nie, Huan Liu, Tat-Seng Chua. Representativeness-aware Aspect Analysis for Brand Monitoring in Social Media. In IJCAI’17, Melbourne, Australia 2017.

 

    • Pengjie Ren, Zhumin Chen, Zhaochun Ren, Furu Wei, Jun Ma, Maarten de Rijke. Leveraging Contextual Sentence Relations for Extractive Summarization Using a Neural Attention Model. In SIGIR’17, Tokyo, Japan 2017.

 

    • Piji Li, Zihao Wang, Zhaochun Ren, Lidong Bing, Wai Lam. Neural Rating Regression with Abstractive Tips Generation for Recommendation. In SIGIR’17, Tokyo, Japan 2017.

 

    • Shangsong Liang, Zhaochun Ren, Yukun Zhao, Jun Ma, Emine Yilmaz, Maarten de Rijke, Inferring Dynamic User Interests in Streams of Short Texts for User Clustering, In ACM Transaction on Information Systems, Accepted.

 

    • Shiyu Chang, Yang Zhang, Jiliang Tang, Dawei Yin, Yi Chang, Mark Hasegawa- Johnson, Thomas S. Huang, Streaming Recommender Systems, In Proceedings of the 26th International World Wide Web Conference (WWW 2017), Perth, Australia, Apr. 2017.