申恆濤

申恆濤，現任電子科技大學教授、計算機科學與工程學院院長。考拉悠然科技CEO及聯合創始人。澳大利亞昆士蘭大學終身教授；同時，申恆濤教授與世界許多知名大學建立了長期合作與互訪關係，是名古屋大學和新加坡國立大學的訪問教授(Visiting Professor)。

申恆濤一直從事最前沿的計算機科學研究，研究成果引領了國際高維複雜大數據索引的研究，在國際上率先實現了海量視頻數據實時內容搜尋。

申恆濤教授擔任多個國際重要會議程式委員會聯合主席，包括多媒體領域最高水平學術會議ACM Multimedia 2015；同時擔任資料庫領域期刊IEEE Transactions on Knowledge and Data Engineering編委，曾任IEEE Transactions on Multimedia和World Wide Web Journal 的客座編委。成功舉辦過資料庫重要學術會議ICDE 2013和多媒體頂級會議ACM Multimedia 2015。2010年申恆濤教授獲得澳洲計算研究與教育學會（Computing Research and Education Association of Australasia）授予的Chris Wallace Award。

基本介紹

• 中文名：申恆濤
• 職業：教授
• 畢業院校：新加坡國立大學
• 主要成就：四川省人民政府“天府友誼獎” 

個人經歷

1996.09-2000.07 就讀於新加坡國立大學，獲一等榮譽學士學位，此後申恆濤繼續在新加坡國立大學深造。3年時間兼職獲得計算機博士學位，2012年獲得澳洲研究理事會 Future Fellowship。

2004起申恆濤博士受邀加入澳大利亞昆士蘭大學，成為該大學的一位講師。2012年，34歲的申恆濤成為昆士蘭大學史上最年輕的教授。申恆濤教授2014 起回國擔任電子科技大學計算機科學與工程學院院長，2017年獲得四川省人民政府對外籍專家最高榮譽“天府友誼獎”。

研究成果

申恆濤教授主要研究方向包括多媒體、模式識別、資料庫、數據挖掘、計算機視覺、人工智慧等領域。並已在該領域的世界頂級期刊上發表超100篇專業學術論文，在國際上率先實現了海量視頻數據實時內容搜尋。

申恆濤和其團隊在國際高維複雜大數據索引的研究上做出了巨大的技術突破，2017年參與國家級自然科學基金重點項目《移動互動環境下的大媒體內容分析與檢索》，2015年參與中央高校基本科研業務費基礎研究項目《情境感知的移動視頻檢索關鍵技術和套用》，2006年起參與澳大利亞研究理事會項目《Synergising Multimedia Content Understanding with Social Data Analysis》、《Taming the Uncertainty in Trajectory Data》、《Realising the Value of Mobile Videos with Context Awareness》、《Spotting Near-duplicate Sequences from Online Databases, Streams and Communities》、《Effective and Efficient Video Search》、《PreferPeer: Towards Efficient Location-aware Preference Search in Mobile Peer-to-Peer Databases》、《Efficient Similarity Query Processing in High-dimensional Database》以及澳大利亞工業、創新、科研與高等教育部項目《Effective and Efficient Indexing for Realtime Video Search》。

學術著作

• Xiaofang Zhou, Alan F. Smeaton, Qi Tian, Dick C. A. Bulterman, Heng Tao Shen, Ketan Mayer-Patel, Shuicheng Yan: Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26 - 30, 2015. ACM 2015, ISBN 978-1-4503-3459-4.
  
• Eduard C. Dragut, Heng Tao Shen: Proceedings of the SIGMOD 2016 PhD Symposium, San Francisco, California, USA, June 26, 2016. ACM 2016, ISBN 978-1-4503-4192-9.
  
• Pablo Barceló, Heng Tao Shen: Proceedings of the 2015 ACM SIGMOD PhD Symposium, Melbourne, VIC, Australia, May 31 - June 04, 2015. ACM 2015, ISBN 978-1-4503-3529-4.
  
• AD Bimbo, K Candan, J Luo, T Mei, N Sebe, HT Shen, CGM Snoek, R Yan. Guest Editorial Special Section on Socio-Mobile Media Analysis and Retrieval. IEEE Transactions on Multimedia, 16 (3), 586-587, 2014.
  
• Heng Tao Shen, Xian-Sheng Hua, Jiebo Luo, Vincent Oria: Guest editorial: content, concept and context mining in social media. World Wide Web (WWW), 15(2):115-116, 2012.
  
• Yanchun Zhang and Heng Tao Shen. Proceedings of the 22nd Australasian Database Conference (ADC 2011), Volume 115, CRPIT.
  
• Heng Tao Shen and Athman Bouguettaya. Proceedings of the 21st Australasian Database Conference (ADC 2010), Volume 104, CRPIT.
  
• Heng Tao Shen and Jian Pei. WAIM 2010 Workshops, LNCS 6185, Springer.
  
• Heng Tao Shen, Jinbao Li, Minglu Li, Jun Ni, Wei Wang. APWeb 2006 Workshops, LNCS 3842, Springer.
  
• Xiaofang Zhou, Jianzhong Li, Heng Tao Shen, Masaru Kitsuregawa, and Ya nchun Zhang. Proceedings of APWeb 2006, LNCS 3841, Springer.
  
• Gang Hu, Jie Shao, Fenglin Liu, Yuan Wang, Heng Tao Shen. "IF-Matching: Towards Accurate Map-Matching with Information Fusion".IEEE Transactions on Knowledge and Data Engineering(TKDE), 2016. (CCF A)
  
• Dongxiang Zhang, Long Guo, Liqiang Nie, Jie Shao, Sai Wu, Heng Tao Shen. "Targeted Advertising in Public Transportation Systems with Quantitative Evaluation". ACM Transactions on Information Systems (TOIS), 2016.(CCF A)
  
• Yuanzhouhan Cao, Chunhua Shen, Heng Tao Shen. "Exploiting Depth from Single Monocular Images for Object Detection and Semantic Segmentation". IEEE Transactions on Image Processing (TIP), pages1-10，2016.（CCF A）
  
• Litao Yu, yang yang, Zi Huang, Peng Wang, Jingkuan Song and Heng Tao Shen. "Web Video Event Recognition by Semantic Analysis from Ubiquitous Documents". IEEE Transactions on Image Processing (TIP), 25(12):5689-570, 2016.（CCF A）
  
• Fumin Shen, Xiang Zhou, Yang Yang, Jingkuan Song, Heng Tao Shen and Dacheng Tao. "A Fast Optimization Method for General Binary Code Learning". IEEE Transactions on Image Processing (TIP), 25(12):5610-5621,2016.（CCF A）
  
• Jingkuan Song, Lianli Gao, Feiping Nie, Heng Tao Shen, and Nicu Sebe. "Optimized Graph Learning using Partial Tags and Multiple Features for Image and Video Annotation". IEEE Transactions on Image Processing (TIP), 25(11):4999-5011, 2016.（CCF A）
  
• Hao Xiong, Tongliang Liu, Dacheng Tao, and Heng Tao Shen. "Dual Diversified Dynamical Gaussian Process Latent Variable Model for Video Repairing". IEEE Transactions on Image Processing (TIP), 25(8): 3626-3637, 2016.（CCF A）
  
• Xiaobo Shen, Fumin Shen, Quan-sen Sun, Yang Yang, Yun-Hao Yuan, Heng Tao Shen. "Semi-paired Discrete Hashing: Learning Latent Hash Codes for Semi-paired Cross-view Retrieval". IEEE Transactions on Cybernetics (TCYB), 2016. (JCR 一區)
  
• Peng Wang, Yuanzhouhan Cao, Chunhua Shen, Lingqiao Liu, Heng Tao Shen. “Temporal Pyramid Pooling Based Convolutional Neural Networks for Action Recognition”. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2016.
  
• Litao Yu, Zi Huang, Jiewei Cao, Heng Tao Shen. "Scalable Video Event Retrieval by Visual State Binary Embedding". IEEE Transactions on Multimedia (TMM), 18(8): 1590-1603, 2016. (JCR 二區)
  
• Jingkuan Song, Heng Tao Shen, Jianfeng Wang, Zi Huang, Nicu Sebe, Jingdong Wang."A Distance-Computation-Free Search Scheme for Binary Code Databases". IEEE Transactions on Multimedia (TMM), 18(3): 484-495, 2016. (JCR 二區)
  
• Fumin Shen, Chunhua Shen, Xiang Zhou, Yang Yang and Heng Tao Shen. "Face Image Classification by Pooling Raw Features". Pattern Recognition (PR), 54: 94-103, 2016.(JCR 二區)
  
• Shuai Liao, Xirong Li, Heng Tao Shen, Yang Yang, and Xiaoyong Du. "Tag Features for Geo-Aware Image Classification". IEEE Transactions on Multimedia (TMM), 17(7): 1058-1067, 2015. (JCR 二區)
  
• Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang and Heng Tao Shen. "Hashing on Nonlinear Manifolds”. IEEE Transactions on Image Processing (TIP), 24(6): 1839-1851, 2015.（CCF A）
  
• Yang Yang, Zhigang Ma, Yi Yang, Feiping Nie and Heng Tao Shen. “Multi-Task Spectral Clustering by Exploring Inter-Task Correlation”. IEEE Transactions on Cybernetics (TOC), 45(5): 1069-1080, 2015.(CCF A)
  
• [26] Jianfeng Wang, Jingdong Wang, Jingkuan Song, Xin-Shun Xu, Heng Tao Shen, and Shipeng Li. "Optimized Cartesian K-means".IEEE Transactions on Knowledge and Data Engineering(TKDE), 27(1): 180-192, 2015. (CCF A)
  
• Yingfan Liu, Jiangtao Cui, Zi Huang, Hui Li, and Heng Tao Shen. "SKLSH : An Efficient Index Structure for Approximate Nearest Neighbor Search". In Proceedings of 40th VLDB , 7(9): 745-756, 2014. (CCF A)
  
• Jiujun Liu, Yi Yang, Zi Huang, Yang Yang and Heng Tao Shen. "On the Influence Propagation of Web Videos".IEEE Transactions on Knowledge and Data Engineering(TKDE), 26(8): 1961-1973, 2014. (CCF A)
  
• Ying Zhang, Wenjie Zhang, Qianlu Qin, Xuemin Lin, and Heng Tao Shen. "Effectively Indexing the Multi-dimensional Uncertain Objects".IEEE Transactions on Knowledge and Data Engineering(TKDE), 26(3):608-622, 2014. (CCF A)
  
• Jingkuan Song, Yi Yang, Zi Huang, Heng Tao Shen, and Jiebo Luo. "Effective Multiple Feature Hashing for Large-scale Near-duplicate Video Retrieval". IEEE Transactions on Multimedia (TMM), 15(8):1-12, 2013. (JCR 二區)
  
• Yang Yang, Yi Yang, Heng Tao Shen, Yanchun Zhang, Xiaoyong Du and Xiaofang Zhou. "Discriminative Nonnegative Spectral Clustering with Out-of-Sample Extension".IEEE Transactions on Knowledge and Data Engineering(TKDE), 25(8):1760-1771, 2013.(CCF A)
  
• Jianbin Qin, Wei Wang, Chuan Xiao, Xuemin Lin and Heng Tao Shen. "VChunkJoin: An Efficient Algorithm for Edit Similarity Joins".IEEE Transactions on Knowledge and Data Engineering(TKDE), 25(8):1916-1929, 2013.(CCF A)
  
• Xiaofeng Zhu, Zi Huang, Hong Cheng, Jiangtao Cui, and Heng Tao Shen. "Sparse Hashing for Fast Multimedia Search". ACM Transactions on Information Systems (TOIS), 31(2), 2013.(CCF A)
  
• Yang Yang, Zi Huang, Yi Yang, Heng Tao Shen and Jiebo Luo. "Local Image Tagging via Graph Regularized Joint Group Sparsity". Pattern Recognitin (PR), 46(5): 1358-1368, 2013. (JCR 二區)
  
• Xiaofeng Zhu, Zi Huang, Jiangtao Cui, Heng Tao Shen. "Video-to-Shot Tag Propagation by Graph Sparse Group Lasso". IEEE Transactions on Multimedia (TMM), 15(3):633-646, 2013. (JCR 二區)
  
• Xiaofeng Zhu, Zi Huang, Yang Yang, Heng Tao Shen, Changsheng Xu, and Jiebo Luo. "Self-taught Dimensionality Reduction on the High-dimensional Small-sized Data". Pattern Recognitin (PR), 46(1): 215-229, 2013.(JCR 二區)
  
• Xiaofeng Zhu, Zi Huang, Heng Tao Shen, Jian Cheng and Changsheng Xu. "Dimensionality Reduction by Mixed Kernel Canonical Correlation Analysis". Pattern Recognition (PR), 45(8):3003-3016, 2012. (JCR 二區)
  
• Yi Yang, Fei Wu, Feiping Nie, Heng Tao Shen, Yueting Zhuang and Alexander G. Hauptmann. "Web & Personal Image Annotation by Mining Label Correlation with Relaxed Visual Graph Embedding". IEEE Transactions on Image Processing (TIP), 21(3):1339-1351, 2012.(CCF A)
  
• Jiajun Liu, Zi Huang, Heng Tao Shen and Bin Cui. "Correlation-based Retrieval for Heavily Changed Near-duplicate Videos". ACM Transactions on Information Systems (TOIS), 29(4), 2011.(CCF A)
  
• Jie Shao, Heng Tao Shen, Zi Huang and Xiaofang Zhou. "Exploring Distributional Discrepancy for Multi-dimensional Point Set Retrieval". IEEE Transactions on Multimedia (TMM). 13(1):71-78, 2011. (JCR 二區)
  
• 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. (JCR 二區)
  
• Zi Huang, Bo Hu, Hong Cheng, Heng Tao Shen, Hongyan Liu and Xiaofang Zhou. "Mining Near-duplicate Graph for Cluster-based Reranking of Web Video Search Results". ACM Transactions on Information Systems (TOIS), 28(4), 2010. (CCF A)
  
• 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 System (TOIS), 27(3), 2009. (CCF A)
  
• Ke Deng, Xiaofang Zhou, Heng Tao Shen, Shazia Sadiq and Xue Li. "Instance Optimal Query Processing in Spatial Networks". VLDB Journal, 18(3):675-693, 2009.(CCF A)
  
• Heng Tao Shen, Jie Shao, Zi Huang and Xiaofang Zhou. "Effective and Efficient Query Processing for Video Subsequence Identification", IEEE Transaction on Knowledge and Data Engineering (TKDE), 21(3):321-334, 2009. (CCF A)
  
• Heng Tao Shen, Shouxu Jiang, Kian-Lee Tan, Zi Huang and Xiaofang Zhou. "Speed Up Interactive Image Retrieval". VLDB Journal, 18(1): 329-343, 2008. (CCF A)
  
• Ke Deng, Xiaofang Zhou, Heng Tao Shen, Qing Liu, Kai Xu, and Xuemin Lin, "A Multi-resolution Surface Distribution Model for k-NN Query Processing", VLDB Journal, 17(5):1101-1119, 2008.(CCF A)
  
• Jie Shao, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Ee-Peng Lim and Yijun Li. "Batch Nearest Neighbor Search for Video Retrieval". IEEE Transaction on Multimedia (TMM), 10(3):409-420, 2008. (JCR 二區)
  
• Zi Huang, Heng Tao Shen, and Xiaofang Zhou. "Localized Co-occurrence Model for Fast Approximate Search in 3D Structure Databases". IEEE Transaction on Knowledge and Data Engineering (TKDE),20(4):519-531, 2008.(CCF A)
  
• Heng Tao Shen, Xiaofang Zhou and Aoying Zhou. "An Adaptive and Dynamic Dimensionality Reduction Method for High-dimensional Indexing". VLDB Journal, 16(2):219-234, 2007. (CCF A)
  
• Hong Lu, Beng Chin Ooi, Heng Tao Shen, and Xiangyang Xue. "Hierarchical Indexing Structure for Efficient Similarity Search in Video Retrieval". IEEE Transaction on Knowledge and Data Engineering(TKDE), 18(11):1544-1559, 2006. (CCF A)
  
• Kai Xu, Xiaofang Zhou, Xuemin Lin, Heng Tao Shen, and Ke Deng. "A Multi-Resolution Terrain Model for Efficient Visualization Query Processing". IEEE Transaction on Knowledge and Data Engineering (TKDE), 18(10):1382-1396, 2006. (CCF A)
  
• H.V. Jagadish, Beng Chin Ooi, Heng Tao Shen, Kian-Lee Tan, "Towards efficient multi-feature query processing". IEEE Transaction on Knowledge and Data Engineering (TKDE), 18(3):350-362, 2006. (CCF A)
  
• Heng Tao Shen, Yan Feng Shu and Bei Yu. "Efficient Semantic-based Content Search in P2P Network". IEEE Transaction on Knowledge and Data Engineering (TKDE), 16(7):813-826, 2004. (CCF A)
  
• Xiaoshuai Sun, Jiewei Cao, Chao Li, Lei Zhu, and Heng Tao Shen, "Web-based Semantic Fragment Discovery for On-line Lingual-Visual Similarity". AAAI Conference on Artificial Intelligence (AAAI), 2017. (CCF A)
  
• Xiaoshuai Sun, Zi Huang, Hongzhi Yin, Heng Tao Shen. "An Integrated Model for Effective Saliency Prediction".AAAI Conference on Artificial Intelligence (AAAI), 2017. (CCF A)
  
• Lianli Gao, Peng Wang, Jingkuan Song, Zi Huang, Jie Shao and Heng Tao Shen, "TITLE: Event Video Mashup: from Hundreds of Videos to Minutes of Skeleton", AAAI Conference on Artificial Intelligence (AAAI), 2017. (CCF A)
  
• Yang Yang, Yadan Luo, Weilun Chen, Fumin Shen, Jie Shao and Heng Tao Shen. "Zero-Shot Hashing via Transferring Supervised Knowledge". In Proceedings of 24th ACM International Conference on Multimedia (ACM MM), pages 1286-1295,2016.（CCF A）
  
• Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, Li He, Jingkuan Song. "Cross-modal Retrieval with Label Completion". In Proceedings of 24th ACM International Conference on Multimedia (ACM MM), 2016.(short)（CCF A）
  
• Zhao Guo, Lianli Gao, Jingkuan Song, Xing Xu, Jie Shao, Heng Tao Shen, "Attention-based LSTM with Semantic Consistency for Videos Captioning". In Proceedings of 24th ACM International Conference on Multimedia (ACM MM), 2016.(short)（CCF A）
  
• Jiewei Cao , Zi Huang, Peng Wang, Chao Li, Xiaoshuai Sun and Heng Tao Shen."Quartet-net Learning for Visual Instance Retrieval". In Proceedings of 24th ACM International Conference on Multimedia (ACM MM), 2016.(short)（CCF A）
  
• Yi Bin, Yang Yang, Fumin Shen, Xing Xu and Heng Tao Shen. "Bidirectional Long-Short Term Memory for Video Description". In Proceedings of 24th ACM International Conference on Multimedia (ACM MM), 2016.(short)（CCF A）
  
• Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van Hengel, Heng Tao Shen. “Hi, Detector, What's Wrong with That Object ? Identifying Irregular Object From Images by Modelling the Detection Score Distribution”, In Proceedings of 29th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016.（CCF A）
  
• Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen. "A Unified Framework for Discrete Spectral Clustering". In Proceedings of the 27th International Joint Conferences on Artificial Intelligence (IJCAI), pages 2273-2279, 2016. （CCF A）
  
• Lianli Gao, Jingkuan Song, Feiping Nie, Nicu Sebe and Heng Tao Shen. "Graph-without-cut: An Ideal Graph Learning for Image Segmentation". In Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI), pages 1188-1194, 2016. (CCF A)