PUBLICATIONS

2018

    • Pengjie Ren, Zhumin Chen, Zhaochun Ren, Furu Wei, Liqiang Nie, Jun Ma, Maarten de Rijke. Sentence Relations for Extractive Summarization with Deep Neural Networks. ACM Transactions on Information Systems (TOIS) 36 (4), 39, 2018

 

    • Gaurav Pandey, Zhaochun Ren, Shuaiqiang Wang, Jari Veijalainen, Maarten de Rijke. Linear feature extraction for ranking. In Information Retrieval Journal, 2018. Accepted.

 

    • Zhaochun Ren, Xiangnan He, Dawei Yin, Maarten de Rijke. Information Discovery in E-commerce. In SIGIR’18, Ann Arbor, USA, 2018. Half-day Tutorial.

 

    • Wenqiang Lei, Xisen Jin, Zhaochun Ren, Xiangnan He, Min-Yen Kan, Dawei Yin. Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures. In ACL 2018, Melbourne, Australia, 2018.

 

    • Liu Shuman, Hongshen Chen, Zhaochun Ren, Yang Feng, Qun Liu and Dawei Yin. Knowledge Diffusion for Neural Dialogue Generation. In ACL 2018, Melbourne, Australia, 2018.

 

    • Shangsong Liang, Xiangliang Zhang, Zhaochun Ren, Evangelos Kanoulas . Dynamic Embeddings for User Profiling in Twitter. In SIGKDD’18, London, United Kingdom, 2018.

 

    • Xiangyu Zhao, Liang Zhang, Zhuoye Ding, Long Xia, Jiliang Tang, and Dawei Yin. Recommendations with Negative Feedback via Pairwise Deep Reinforcement Learning. In SIGKDD 2018, London, United Kingdom, 2018.

 

    • Jimmy Xiangji Huang, Ben He, and Jiashu Zhao. “Mining authoritative and topical evidence from the blogosphere for improving opinion retrieval.” Information Systems, 2018.

 

    • Yuan Zhang, Hongshen Chen, Yihong Zhao, Qun Liu, Dawei Yin. Learning Tag Dependencies for Sequence Tagging. In IJCAI 2018, Stockholm, Sweden, 2018.

 

    • Shangsong Liang, Ilya Markov, Zhaochun Ren, Maarten de Rijke. Manifold Learning for Rank Aggregation. In WWW 2018, Lyon, France, 2018.

 

    • Hongshen Chen, Zhaochun Ren, Jiliang Tang, Yihong Eric Zhao and Dawei Yin. Hierarchical Variational Memory Network for Dialogue Generation. In WWW 2018, Lyon, France, 2018.

 

    • Hongshen Chen,Xiaorui Liu, Dawei Yin and Jiliang Tang. A Survey on Dialogue Systems: Recent Advances and New Frontiers. SIGKDD Explorations, 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. (Best student paper award)

 

    • 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.

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.