Publications
2017
- Jing Li, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Tao Lian and Jun Ma. Neural Attentive
Session-based Recommendation. The 26th ACM International Conference on Information and Knowledge
Management (CIKM), Singapore, November 6 - 10, 2017. (CCF B, Best Full Paper
Runner-up Award)
- Xuemeng Song, Fuli Feng, Jinhuan Liu, Zekun Li, Liqiang Nie, Jun Ma. NeuroStylist: Neural
Compatibility Modeling for Clothing Matching. ACM International Conference on Multimedia (MM),
2017. (CCF A)
- Pengjie Ren, Zhumin Chen, Zhaochun Ren, Furu Wei, Jun Ma, and Maarten de Rijke. Leveraging
Contextual Sentence Relations for Extractive Summarization Using a Neural Attention Model. The
40th Annual International ACM SIGIR Conference on Research and Development in Information
Retrieval(SIGIR), August 8-10, 2017. (CCF A)
- Kaiyuan Cui, Pengjie Ren, Zhumin Chen, Tao Lian, Jun Ma. Relation Enhanced Neural Model for Type
Classification of Entity Mentions with a Fine-Grained Taxonomy. Journal Computer Science and
Technology, Vol.32(4), 2017, 814-827. (SCI, CCF B)
- Kaiyuan Cui, Pengjie Ren, Zhumin Chen, Tao Lian, Jun Ma. Relation Enhanced Neural Model for Type
Classification of Entity Mentions with a Fine-Grained Taxonomy. Journal Computer Science and
Technology, Vol.32(4), 2017, 814-827. (SCI, CCF B)
- Chaoran Cui, Jialie Shen, Liqiang Nie, Richang Hong and Jun Ma. Augmented Collaborative
Filtering for Sparseness Reduction in Personalized POI Recommendation. ACM Transactions on
Intelligent Systems and Technology (TIST), Vol.8(5), 2017, 1-23. (SCI)
- Xiaohui Han, Lianhai Wang, Chaoran Cui, Jun Ma, Shuhui Zhang. Linking Multiple Online Identities
in Criminal Investigations: A Spectral Co-clustering Framework. IEEE Transactions on Information
Forensics and Security, Vol.12(9), 2017, 2242-2255. (CCF A, SCI)
- Shangsong Liang, Zhaochun Ren, Yukun Zhao, Jun Ma, Emine Yilmaz, Maarten de Rijke. Inferring
Dynamic User Interests in Steams of Short Text for User Clustering. ACM Transactions on
Information Systems (TOIS), Vol.36(1), 2017. (CCF A, SCI)
- Yukun Zhao, Shangsong Liang, Jun Ma. Personalized Re-Ranking of Tweets. The 17th International
Conference on Web Information System Engineering (WISE), 2016. (CCF C)
- Peizhe Cheng, Shuaiqiang Wang, Jun Ma, Jiankai Sun and Hui Xiong. Learning to Recommend Accurate
and Diverse Items. The 26th International World Wide Web Conference (WWW), April 3-7, 2017. (CCF
A)
- Hongya Song, Zhaochun Ren, Piji Li, Shangsong Liang, Jun Ma, and Maarten de Rijke. Summarizing
answers in non-factoid community question-answering. The 10th International Conference on Web
Search and Data Mining (WSDM), February 2017. (CCF B)
- Yukai Gao, Xinhau Wang, Lei Guo, Zhumin Chen. Learning to Recommend with Collaborative Matrix
Factorization for New Users. Journal of Computer Research and Development, 54(4), 2017,
1813-1823.
- Qian Ma, Jun Ma. Identifying and ranking influential spreaders in complex networks with
consideration of spreading probability, Physica A, Vol.465(1), January 2017, 312–330. (SCI)
- Chaoran Cui, Jialie Shen, Jun Ma, Tao Lian. Social Tag Relevance Learning via Ranking-Oriented
Neighbour Voting. Multimedia Tools and Applications, Vol.76(6), March 2017, 8831–8857. (SCI)
- Qian Ma, Jun Ma. Discovering the Substitutes for the Seeds in Influence Maximization Problem.
Chinese Journal of Computers, Vol.40(3), Mar 2017, 674-686.
- Yadong Qin, Jun Ma, Shuai Gao. Efficient influence maximization for TSCM: A suitable diffusion
model in online social networks, Soft Computing, Vol.21(4), February 2017, 827–838. (SCI, CCF C)
- Wei Zhang, Linyu Han, Dianlei Zhang, Pengjie Ren, Jun Ma, Zhumin Chen. GeoPMF: a distance-aware
tour recommendation model, Computer Research and Development, Vol.54(2), 2017, 405-414.
- Xueqin Sui, Zhumin Chen, Lei Guo, Kai Wu, Jun Ma, Guanghui Wang. Social Media as Sensor in Real
World: Movement Trajectory Detection with Microblog. Soft Computing, Vol.21(3), 765-779,
February 2017. (SCI, CCF C)
- Pengjie Ren, Zhumin Chen, Jun Ma, Zhiwei Zhang, Luo Si, Shuaiqiang Wang. Detecting Temporal
Patterns of User Queries. Journal of the Association for Information Science and
Technology(JASIST), Vol.68(1), 113-128, January 2017. (SCI, CCF B)
- Tao Lian, Zhengxian Li, Zhumin Chen, Jun Ma. The Impact of Profile Coherence on Recommendation
Performance for Shared Accounts on Smart TVs. CCIR, 2017, 30-41.
- Tao Lian, Zhumin Chen, Yujie Lin, Jun Ma. Understanding the Pulse of the Online Video Viewing
Behavior on Smart TVs. SMP, 2017, 331-342.
