Jie Shao

Professor
Big Media Computing Centre
School of Computer Science and Engineering
University of Electronic Science and Technology of China

Contact
Address: Main Building B1-204, No. 2006 Xiyuan Ave., West High-tech Zone, Chengdu, 611731, China
Tel: +86-28-61831561
Email: shaojie@uestc.edu.cn


General Information
Jie Shao received a PhD degree from The University of Queensland in 2009, and a bachelor degree from Southeast University, China in 2004, both in Computer Science. He joined the University of Electronic Science and Technology of China in June 2014. Before that, he was a Research Fellow in The University of Melbourne and The University of Queensland respectively, working on advanced database systems (spatial databases, multimedia databases, etc.). Form June 2012 to May 2014, he worked as a Research Fellow in National University of Singapore. His current research interests include big data analytics and multimedia information retrieval.

Edited Books/Proceedings
  • Dickson K. W. Chiu, Ladjel Bellatreche, Hideyasu Sasaki, Ho-fung Leung, Shing-Chi Cheung, Haiyang Hu, and Jie Shao, "Web Information Systems Engineering. WISE 2010 International Symposium WISS, and International Workshops CISE, MBC, Hong Kong, China, December 12-14, 2010. Revised Selected Papers", Lecture Notes in Computer Science (LNCS), Volume 6724, Springer, 2011.
  • Heng Tao Shen, Jian Pei, M. Tamer Özsu, Lei Zou, Jiaheng Lu, Tok Wang Ling, Ge Yu, Yi Zhuang, and Jie Shao, "Web-Age Information Management. WAIM 2010 International Workshops: IWGD 2010, WCMT 2010, XMLDM 2010, Jiuzhaigou Valley, China, July 15-17, 2010, Revised Selected Papers", Lecture Notes in Computer Science (LNCS), Volume 6185, Springer, 2010.

  • Refereed Journal Articles
  • Gang Hu, Jie Shao, Fenglin Liu, Yuan Wang, and Heng Tao Shen, "IF-Matching: Towards Accurate Map-Matching with Information Fusion", IEEE Transactions on Knowledge and Data Engineering (TKDE), 29(1): 114-127, 2017.
  • Dongxiang Zhang, Long Guo, Liqiang Nie, Jie Shao, Sai Wu, and Heng Tao Shen, "Targeted Advertising in Public Transportation Systems with Quantitative Evaluation", ACM Transactions on Information Systems (TOIS), 35(3): Article 20, 29 pages, 2017.
  • Chengkun He, Jie Shao, Xing Xu, Deqiang Ouyang, and Lianli Gao, "Exploiting Score Distribution for Heterogenous Feature Fusion in Image Classfication", Neurocomputing, 253: 70-76, 2017.
  • Xiangpeng, Lianli Gao, Xing Xu, Jie Shao, Fumin Shen, and Jingkuan Song, "Kernel based Latent Semantic Sparse Hashing for Large-scale Retrieval from Heterogeneous Data Sources", Neurocomputing, 253: 89-86, 2017.
  • Yan Dai, Jie Shao, Chengbo Wei, Dongxiang Zhang, and Heng Tao Shen, "Personalized Semantic Trajectory Privacy Preservation through Trajectory Reconstruction", World Wide Web Journal (WWWJ), 2017.
  • Lianli Gao, Jingkuan Song, Xingyi Liu, Junming Shao, Jiajun Liu, and Jie Shao, "Learning in High-dimensional Multimedia Data: The-State-of-the-art", Multimedia Systems, 23(3): 303-313, 2017.
  • Shengsheng Qian, Tianzhu Zhang, Changsheng Xu, and Jie Shao, "Multi-modal Event Topic Model for Social Event Analysis", IEEE Transactions on Multimedia (TMM), 18(2): 233-246, 2016.
  • Fumin Shen, Yang Yang, Xiang Zhou, Xianglong Liu, and Jie Shao, "Face Identification with Second-order Pooling in Single-layer Networks", Neurocomputing, 187: 11-18, 2016.
  • Fuhao Zou, Yu Liu, Hua Wang, Jingkuan Song, Jie Shao, Ke Zhou, and Sheng Zheng, "Multi-view Multi-label Learning for Image Annotation", Multimedia Tools and Applications (MTAP), 75(20): 12627-12644, 2016.
  • Long Guo, Jie Shao, Htoo Htet Aung, and Kian-Lee Tan, "Efficient Continuous Top-k Spatial Keyword Queries on Road Networks", Geoinformatica, 19(1): 29-60, 2015.
  • Litao Yu, Jie Shao, Xin-Shun Xu, and Heng Tao Shen, "Max-Margin Adaptive Model for Complex Video Pattern Recognition", Multimedia Tools and Applications (MTAP), 74(2): 505-521, 2015.
  • Sarana Nutanong, Egemen Tanin, Jie Shao, Rui Zhang, and Kotagiri Ramamohanarao, "Continuous Detour Queries in Spatial Networks", IEEE Transactions on Knowledge and Data Engineering (TKDE), 24(7): 1501-1515, 2012.
  • Jie Shao, Heng Tao Shen, Zi Huang, and Xiaofang Zhou, "Exploring Distributional Discrepancy for Multidimensional Point Set Retrieval", IEEE Transactions on Multimedia (TMM), 13(1): 71-81, 2011.
  • Alex Hindle, Jie Shao, Dan Lin, Jiaheng Lu, and Rui Zhang, "Clustering Web Video Search Results based on Integration of Multiple Features", World Wide Web Journal (WWWJ), 14(1): 53-73, 2011.
  • Zi Huang, Heng Tao Shen, Jie Shao, Bin Cui, and Xiaofang Zhou, "Practical Online Near-duplicate Subsequence Detection for Continuous Video Streams", IEEE Transactions on Multimedia (TMM), 12(5): 386-398, 2010.
  • Zi Huang, Heng Tao Shen, Jie Shao, Xiaofang Zhou, and Bin Cui, "Bounded Coordinate System Indexing for Real-time Video Clip Search", ACM Transactions on Information Systems (TOIS), 27(3): Article 17, 33 pages, 2009.
  • Heng Tao Shen, Jie Shao, Zi Huang, and Xiaofang Zhou, "Effective and Efficient Query Processing for Video Subsequence Identification", IEEE Transactions on Knowledge and Data Engineering (TKDE), 21(3): 321-334, 2009.
  • Jie Shao, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Ee-Peng Lim, and Yijun Li, "Batch Nearest Neighbour Search for Video Retrieval", IEEE Transactions on Multimedia (TMM), 10(3): 409-420, 2008.

  • Refereed Conference Papers
  • Gang Hu, Jie Shao, Dongxiang Zhang, Yang Yang, and Heng Tao Shen, "Preserving-Ignoring Transformation based Index for Approximate k Nearest Neighbor Search", In Proceedings of the 33rd IEEE International Conference on Data Engineering (ICDE), pages 91-94, April 19-22, 2017, San Diego, CA, USA.
  • Gang Hu, Jie Shao, Fenglin Liu, Yuan Wang, and Heng Tao Shen, "IF-Matching: Towards Accurate Map-Matching with Information Fusion (Extended Abstract)", In Proceedings of the 33rd IEEE International Conference on Data Engineering (ICDE), pages 9-10, April 19-22, 2017, San Diego, CA, USA.
  • Gang Hu, Jie Shao, Fumin Shen, Zi Huang, and Heng Tao Shen, "Unifying Multi-Source Social Media Data for Personalized Travel Route Planning", In Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), pages 893-896, August 7-11, 2017, Tokyo, Japan.
  • Huimin Wu, Jie Shao, Xing Xu, Fumin Shen, and Heng Tao Shen, "A System for Spatiotemporal Anomaly Localization in Surveillance Videos", In Proceedings of the 25th ACM International Conference on Multimedia (ACM MM), October 23-27, 2017, Mountain View, CA USA.
  • Jie Chen, Jie Shao, Fumin Shen, Chengkun He, Lianli Gao, and Heng Tao Shen, "Movie Fill in the Blank with Adaptive Temporal Aention and Description Update", In Proceedings of the 26th International Conference on Information and Knowledge Management (CIKM), November 6-10, 2017, Singapore.
  • Bingqing Ke, Jie Shao, and Dongxiang Zhang, "An Efficient Online Approach for Direction-Preserving Trajectory Simplification with Interval Bounds", In Proceedings of the 18th IEEE International Conference on Mobile Data Management (MDM), pages 50-55, May 29 - June 1, 2017, KAIST, Daejeon, South Korea.
  • Xing Xu, Fumin Shen, Yang Yang, Jie Shao, and Zi Huang, "Transductive Visual-Semantic Embedding for Zero-shot Learning", In Proceedings of the 7th ACM International Conferenceon Multimedia Retrieval (ICMR), pages 41-49, June 6-9, 2017, Bucharest, Romania.
  • Lianli Gao, Peng Wang, Jingkuan Song, Zi Huang, Jie Shao, and Heng Tao Shen, "Event Video Mashup: from Hundreds of Videos to Minutes of Skeleton", In Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI), pages 1223-1330, February 4-9, 2017, San Francisco, CA, USA.
  • Bo Wang, Jie Shao, Chengkun He, Gang Hu, and Xing Xu "Spatial Verification via Compact Words for Mobile Instance Search", In Proceedings of the 23rd International Conference on Multimedia Modelling (MMM), pages 356-367, January 4-6, 2017, Reykjavik, Iceland.
  • Dongyang Zhang, Jie Shao, Gang Hu, and Lianli Gao, "Sharp and Real Image Super-Resolution Using Generative Adversarial Network", In Proceedings of the 24th International Conference on Neural Information Processing (ICONIP), November 14-18, 2017, Guangzhou, China.
  • Yan Dai, and Jie Shao, "An Enhanced Method of Trajectory Privacy Preservation through Trajectory Reconstruction", In Proceedings of the 3rd International Conference on Cloud Computing and Security (ICCCS), June 16-18, 2017, Nanjing, China.
  • Jie Chen, Chengkun He, Gang Hu, and Jie Shao, "SELSH: A Hashing Scheme for Approximate Similarity Search with Early Stop Condition", In Proceedings of the 22nd International Conference on Multimedia Modelling (MMM), pages 104-115, January 4-6, 2016, Miami, FL, USA.
  • Yang Yang, Yandan Luo, Weilun Chen, Fumin Shen, Jie Shao, and Heng Tao Shen, "Zero-Shot Hashing Via Transferring Supervised Knowledge", In Proceedings of the 24th ACM International Conference on Multimedia (ACM MM), pages 1286-1295, October 15-19, 2016, Amsterdam, The Netherlands.
  • Zhao Guo, Lianli Gao, Jingkuan Song, Xing Xu, Jie Shao, and Heng Tao Shen, "Attention-based LSTM with Semantic Consistency for Videos Captioning", In Proceedings of the 24th ACM International Conference on Multimedia (ACM MM), pages 357-361, October 15-19, 2016, Amsterdam, The Netherlands.
  • Bingqing Ke, Jie Shao, Yi Zhang, Dongxiang Zhang, and Yang Yang, "An Online Approach for Direction-Based Trajectory Compression with Error Bound Guarantee", In Proceedings of the 18th Asia-Pacific Web Conference (APWeb), pages 79-91, September 23-25, 2016, Suzhou, China.
  • Xiu Huang, Yang Yang, Yue Hu, Fumin Shen, and Jie Shao, "Dynamic User Attribute Discovery on Social Media", In Proceedings of the 18th Asia-Pacific Web Conference (APWeb), pages 256-267, September 23-25, 2016, Suzhou, China.
  • Kecai Wu, Xueliang Liu, Jie Shao, Richang Hong, and Tao Yang, "Retrieving Images by Multiple Samples via Fusing Deep Features", In Proceedings of the 17th Pacific-Rim Conference on Multimedia (PCM), pages 221-230, September 15-16, 2016, Xi'an, China.
  • Gang Hu, Jie Shao, Lianli Gao, and Yang Yang, "Exploring Viewable Angle Information in Georeferenced Video Search", In Proceedings of the 23rd ACM International Conference on Multimedia (ACM MM), pages 839-842, October 26-30, 2015, Brisbane, Australia.
  • Lianli Gao, Jingkuan Song, Fuhao Zou, Dongxiang Zhang, and Jie Shao, "Scalable Multimedia Retrieval by Deep Learning Hashing with Relative Similarity Learning", In Proceedings of the 23rd ACM International Conference on Multimedia (ACM MM), pages 903-906, October 26-30, 2015, Brisbane, Australia.
  • Mengqiu Hu, Yang Yang, Hanwang Zhang, Fumin Shen, Jie Shao, and Fuhao Zou, "Multi-view Semi-supervised Learning for Web Image Annotation", In Proceedings of the 23rd ACM International Conference on Multimedia (ACM MM), pages 947-950, October 26-30, 2015, Brisbane, Australia.
  • Jie Shao, Lars Kulik, Egemen Tanin, and Long Guo, "Travel Distance versus Navigation Complexity: A Study on Different Spatial Queries on Road Networks", In Proceedings of the 23rd International Conference on Information and Knowledge Management (CIKM), pages 1791-1794, November 3-7, 2014, Shanghai, China.
  • Long Guo, Jie Shao, Kian-Lee Tan, and Yang Yang, "WhereToGo: Personalized Travel Recommendation for Individuals and Groups", In Proceedings of the 15th IEEE International Conference on Mobile Data Management (MDM), pages 49-58, July 14-18, 2014, Brisbane, Australia.
  • Yang Yang, Yue Gao, Hanwang Zhang, Jie Shao, and Tat-Seng Chua, "Image Tagging with Social Assistance", In Proceedings of the 4th ACM International Conference on Multimedia Retrieval (ICMR), pages 81-88, April 1-4 2014, Glasgow, Scotland (UK).
  • Hongyun Cai, Zi Huang, Jie Shao, and Xue Li, "Context Sensitive Tag Expansion with Information Inference", In Proceedings of the 17th International Conference on Database Systems for Advanced Applications (DASFAA), pages 440-454, April 15-18 2012, Busan, South Korea. (Best Paper Award)
  • Elizabeth Antoine, Kotagiri Ramamohanarao, Jie Shao, and Rui Zhang, "Accelerating Spatial Join Operations using Bit-Indices", In Proceedings of the 22nd Australasian Database Conference (ADC), pages 123-132, January 17-20 2011, Perth, Australia.
  • Jie Shao, Lars Kulik, and Egemen Tanin, "Easiest-to-Reach Neighbor Search", In Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems (GIS), pages 360-369, November 2-5 2010, San Jose, California, USA.
  • Elizabeth Antoine, Kotagiri Ramamohanarao, Jie Shao, and Rui Zhang, "Recursive Partitioning Method for Trajectory Indexing", In Proceedings of the 21st Australasian Database Conference (ADC), pages 37-46, January 19-21 2010, Brisbane, Australia.
  • Zi Huang, Liping Wang, Heng Tao Shen, Jie Shao, and Xiaofang Zhou, "Online Near-Duplicate Video Clip Detection and Retrieval: An Accurate and Fast System", In Proceedings of the 25th IEEE International Conference on Data Engineering (ICDE), pages 1511-1514, March 29-April 2 2009, Shanghai, China (demo).
  • Jie Shao, Zi Huang, Heng Tao Shen, Jialie Shen, and Xiaofang Zhou, "Distribution-based Similarity Measures for Multi-dimensional Point Set Retrieval Applications", In Proceedings of the 16th ACM International Conference on Multimedia (ACM MM), pages 429-438, October 27-31 2008, Vancouver, Canada.
  • Zi Huang, Heng Tao Shen, Jie Shao, Stefan Rüger, and Xiaofang Zhou, "Locality Condensation: A New Dimensionality Reduction Method for Image Retrieval", In Proceedings of the 16th ACM International Conference on Multimedia (ACM MM), pages 219-228, October 27-31 2008, Vancouver, Canada.
  • Jie Shao, Heng Tao Shen, and Xiaofang Zhou, "Challenges and Techniques for Effective and Efficient Similarity Search in Large Video Databases", In Proceedings of the 34th International Conference on Very Large Data Bases (VLDB), pages 1598-1603, August 23-28 2008, Auckland, New Zealand (PhD workshop).
  • Jie Shao, Zi Huang, Heng Tao Shen, Xiaofang Zhou, and Yijun Li, "Dynamic Batch Nearest Neighbour Search in Video Retrieval", In Proceedings of the 23rd IEEE International Conference on Data Engineering (ICDE), pages 1395-1399, April 15-20 2007, Istanbul, Turkey (short paper).
  • Heng Tao Shen, Xiaofang Zhou, Zi Huang, Jie Shao, and Xiangmin Zhou, "UQLIPS: A Real-time Near-duplicate Video Clip Detection System", In Proceedings of the 33rd International Conference on Very Large Data Bases (VLDB), pages 1374-1377, September 23-28 2007, Vienna, Austria (demo).
  • Heng Tao Shen, Xiaofang Zhou, Zi Huang, and Jie Shao, "Statistical Summarization of Content Features for Fast Near-duplicate Video Detection", In Proceedings of the 15th ACM International Conference on Multimedia (ACM MM), pages 164-165, September 24-29 2007, Augsburg, Germany (demo).
  • Zi Huang, Heng Tao Shen, Xiaofang Zhou, and Jie Shao, "Dual Dimensionality Reduction for Efficient Video Similarity Search", In Proceedings of the 9th International Conference on Data Warehousing and Knowledge Discovery (DaWaK), pages 397-406, September 3-7 2007, Regensburg, Germany.

  • Other Publications (Notebook/Invited Papers)
  • Huimin Wu, Jie Shao, Hongzhi Yin, Heng Tao Shen, and Xiaofang Zhou, "Geographical Constraint and Temporal Similarity Modeling for Point-of-Interest Recommendation", In Proceedings of the 16th International Conference on Web Information Systems Engineering (WISE), pages 426-441, November 1-3, 2015, Miami, FL, USA (invited).
  • Heng Tao Shen, Jie Shao, Zi Huang, Yang Yang, Jingkuan Song, Jiajun Liu, and Xiaofeng Zhu, "UQMSG Experiments at TRECVID 2011", In Proceedings of the 9th NIST TREC Video Retrieval Evaluation Workshop (TRECVID), December 5-7 2011, Gaithersburg, USA.
  • Zi Huang, Yijun Li, Jie Shao, Heng Tao Shen, Liping Wang, Danqing Zhang, Xiangmin Zhou, and Xiaofang Zhou, "Content-Based Video Search: is there a need, and is it possible?", In Proceedings of International Workshop on Information-explosion and Next Generation Search (INGS), pages 12-19, April 26 2008, Shenyang, China (invited).
  • Heng Tao Shen, Xiaofang Zhou, Jie Shao, and Zi Huang, "The University of Queensland at TRECVID 2007 Search Task", In Proceedings of the 5th NIST TREC Video Retrieval Evaluation Workshop (TRECVID), pages 317-321, November 5-6 2007, Gaithersburg, USA.

  • Main Projects
  • Research on Travel Trajectory Semantic Enhancement, Mining and Recommendation in Social Media, General Project funded by National Natural Science Foundation of China (No. 61672133), 2017-2020. Principal Investigator.
  • Big Media Content Analysis and Retrieval in Mobile Interactive Environment, Key Project funded by National Natural Science Foundation of China (No. 61632007), 2017-2021. Main Researcher.

  • Research Students
  • Ph. D. Student
    -Tumrani Saifullah (2017-)
    -Abdullah Aman Khan (2017-)
    -Hui Xu (2017-)
    -Deqiang Ouyang (2016-)
  • Master Student
    -Dongyang Zhang (2017-)
    -Xuehui Wu (2017-)
    -Yonghui Zhang (2017-)
    -Junming Chen (2017-)
    -Zuohua Song (2017-)
    -Bo Chen (2017-)
    -Gang Hu (2016-), National Postgraduate Scholarship recipient
    -Jiayu Sun (2016-)
    -Youqi He (2016-)
    -Zhen Liu (2016-)
    -Jie Chen (2015-), National Postgraduate Scholarship recipient
    -Bingqing Ke (2015-)
    -Bo Wang (2015-)
    -Yan Dai (2015-, with Prof. Heng Tao Shen), National Postgraduate Scholarship recipient
    -Chengkun He (2015-, with Prof. Heng Tao Shen)
    -Huimin Wu (2015-, with Prof. Heng Tao Shen)
    -Zhiyang Ni (2014-, with Prof. Heng Tao Shen)

  • Course Teaching
  • Graduate Level
    -620602 Multimedia Technology and Application (in English for foreign students, Semester 1, 2014-2015)
  • Undergraduate Level
    -H0610420 Spatial Information Database (Semester 1, 2017-2018)
    -H0604225 Spatial Information Database (Semester 1, 2016-2017)
    -H0604225 Spatial Information Database (Semester 2, 2014-2015)
    -H0602910 Advanced Seminar in Computer Secience (Semester 1, 2014-2015)

  • Professional Services
  • Co-organizer
    -WCMT 2010 (The 2nd International Workshop on Web-based Contents Management Technologies, in conjunction with WAIM 2010)
    -MBC 2010 (The 2nd International Workshop on Mobile Business Collaboration, in conjunction with WISE 2010)
  • Program Committee Member
    -2018: MMM
    -2017: ICME, MMM, ICISA, VICP, PCM
    -2016: ICME, WAIM, VICP
    -2015: MM, ICME, SIGMOD/PODS Ph.D. Symposium, WAIM, DATA, ICITCS, DICTA, ICISS
    -2014: ICME, WAIM, DATA, DICTA, PCM
    -2013: ICME, PECCS, DATA, PCM
    -2012: ICDE, ADC, PECCS, DATA, PCM
    -2011: ADC, PECCS, PCM
    -2010: ADC, EUC, HPCC, DICTA
    -2009: DICTA, WCMT
  • Guest Editor
    -Pattern Recognition Letters (Special Issue on Pattern Discovery from Multi-Source Data, submission period: May 1-31, 2017)
    -International Journal of Systems and Service-Oriented Engineering, Vol. 2, Issue 3, 2011 (Special Issue on Mobile Business Collaboration)
  • Invited Journal Reviewer
    -IEEE Transactions on Knowledge and Data Engineering
    -IEEE Transactions on Multimedia
    -ACM Transactions on Multimedia Computing, Communications, and Applications
    -The International Journal on Very Large Data Bases
    -World Wide Web Journal
    -Data & Knowledge Engineering Journal
    -Information Processing Letters
    -Neural Processing Letters
    -Multimedia Tools and Applications
    -Neurocomputing
    -Supercomputing
    -Knowledge-Based Systems
    -Computers & Graphics
    -International Journal of Multimedia Information Retrieval
    -International Journal of Digital Multimedia Broadcasting