CHENG Zhiyong
Ph.D. Student
Singapore Management University
80 Stamford Road, Singapore 178902
Tel: +65-82394950
Email: zy.cheng.2011@phdis.smu.edu.sg
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CHENG Zhiyong
Ph.D. Student Singapore Management University 80 Stamford Road, Singapore 178902 Tel: +65-82394950 |
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Short Bio [CV]
I'm currently a PhD student in School of Information Systems (SIS), Singapore Management University (SMU), under the supervision of Professor Jialie Shen. I visited Language Technologies Institute, Carnegie Mellon University, and worked with Prof. Alexander G. Hauptmann from Aug. 2014 to July 2015. I received my B.E. degree and M.E. degree in Energy and Power Engineering from Huazhong University of Science & Technology (HUST) and Xi'an Jiaotong University (XJTU), in 2007 and 2010, respectively. I was a research assistant in SIS, SMU from November 2009 to July 2011.
Research Interests
Information Retrieval
Multimedia Systems
Multimedia Content Analysis
Publications [DBLP] [Google Scholar]
Journal Papers
On Effective Location-Aware Music Recommendation [PDF]
Zhiyong Cheng, Jialie Shen
ACM Transactions on Information Systems (TOIS), vol. 34, issue 2, 2016
On Very Large Scale Test Collection for Landmark Image Search Benchmarking [PDF]
Zhiyong Cheng, Jialie Shen
Signal Processing
The Effects of Multiple Query Evidences on Social Image Retrieval Systems[PDF]
Zhiyong Cheng, Jialie Shen, Haiyan Miao
ACM Multimedia Systems Journal (ACM MMSJ)
On Robust Image Spam Filtering via Comprehensive Visual Modeling [PDF]
Jialie Shen, Robert H. Deng, Zhiyong Cheng, Liqiang Nie, Shuicheng Yan
Pattern Recognition (PR)
Personalized Video Similarity Measure [PDF]
Jialie Shen, Zhiyong Cheng
ACM Multimedia Systems Journal (ACM MMSJ), vol. 15, issue 7, 2011
Conference Papers
On Effective Personalized Music Retrieval by Exploring Online User Behaviors [PDF]
Zhiyong Cheng, Jialie Shen, Steven Hoi
39th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (ACM SIGIR'16), Pisa, Italy, 2016. (Full Paper, acceptance rate: 18%)
Which Information Sources are More Effective and Reliable in Video Search [PDF]
Zhiyong Cheng, Xuanchong Li, Jialie Shen, Alexander Hauptmann
39th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (ACM SIGIR'16), Pisa, Italy, 2016. (Short Paper, acceptance rate: 30.7%)
VenueMusic: A Venue-Aware Music Recommender System [PDF][poster][Interface_1][Interface_2]
Zhiyong Cheng, Jialie Shen
38th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (ACM SIGIR'15), Santiago, Chile, 2015. (System Demo Paper)
Just-for-Me: An Adaptive Personalization System for Location-Aware Social Music Recommendation[PDF][poster][Interface]
Zhiyong Cheng, Jialie Shen, Tao Mei
37th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (ACM SIGIR'14), Gold Coast, Australia, 2014. (System Demo Paper)
Just-for-Me: An Adaptive Personalization System for Location-Aware Social Music Recommendation [PDF]
Zhiyong Cheng, Jialie Shen
Proceedings of the ACM International Conference on Multimedia Information Retrieval (ACM ICMR'14), Glasgow, UK, April, 2014. (Full Paper, acceptance rate: 19%)
The Evolution of Research on Multimedia Travel Guide Search and Recommender Systems [PDF]
Junge Shen, Zhiyong Cheng, Jialie Shen, Tao Mei, and Xinbo Gao
20th International Conference on Multimedia Modeling (MMM'14), Dublin, Ireland, 2014
Influence of Influential Users: An Empirical Study of Music Social Networks[PDF]
Jing Ren, Zhiyong Cheng, Jialie Shen, Feida Zhu
6th International Conference on Internet Multimedia Computing and Service (ACM ICIMCS'14), Xiamen, China, 2014
Building a Large Scale Test Collection for Effective Benchmarking of Mobile Landmark Search [PDF]
Zhiyong Cheng, Jing Ren, Jialie Shen, Haiyan Miao
19th International Conference on Multimedia Modeling (MMM'13), Huangshan, China, 2013
The Effects of Heterogeneous Information Combination on Large Scale Social Image Search [PDF]
Zhiyong Cheng, Jing Ren, Jialie Shen, Haiyan Miao
The 3rd International Conference on Internet Multimedia Computing and Service (ACM ICIMCS'11), Chengdu, China, 2011
Visual Query Complexity [PDF]
Jialie Shen, Zhiyong Cheng
The 2011 Pacific-Rim Conference on Multimedia (PCM'11), Sydney, Australia, 2011
Large Scale Rich Media Information Search: Challenges and Opportunities [PDF]
Zhiyong Cheng, Jialie Shen
The 2010 Pacific-Rim Conference on Multimedia (PCM'10), Shanghai, China, 2010
Competitions
CMU-SMU@TRECVID 2015: Video Hyperlinking
Zhiyong Cheng, Xuanchong Li, Jialie Shen, Alexander G. Hauptmann
TRECVID 2015 Video Hyperlinking
[Ranked 1st Place in MAP & 2nd Place in MaiSP][PDF][MAP][MaiSP][ Video Hyperlinking Slides ]
