计算机科学与工程学院


 
导师代码: 11705
导师姓名: 申恒涛
性    别:
特    称:
职    称: 教授
学    位: 哲学博士学位
属    性: 专职
电子邮件: shenhengtao @ hotmail.com

学术经历:   教育经历:
2000/09 – 2004/06, 新加坡国立大学,计算机学院,博士
1996/09 – 2000/07, 新加坡国立大学,计算机学院,本科(一等荣誉)

工作经历:
2018/09 - 现在, 电子科技大学,人工智能研究院 执行院长
2017/12 - 现在, 电子科技大学,计算机科学与工程学院,院长
2017/03 - 现在, 电子科技大学,计算机科学与工程学院,教授
2012/01 - 2017/11, 澳大利亚昆士兰大学,电子工程与信息科技学院,教授
2010/01 - 2011/12,澳大利亚昆士兰大学,电子工程与信息科技学院, 副教授
2007/03 - 2009/12, 澳大利亚昆士兰大学,电子工程与信息科技学院,高级讲师
2004/06 - 2007/2, 澳大利亚昆士兰大学,电子工程与信息科技学院,讲师

个人简介:   电子科技大学教授、博导,电子科技大学计算机科学与工程学院院长,电子科技大学人工智能研究院执行院长,未来媒体研究中心主任。他分别于2000年和2004年获得了新加坡国立大学计算机科学系一等荣誉学士和博士学位。随后加入昆士兰大学担任讲师,高级讲师,副教授,并于2011年底成为教授。一直从事最前沿的计算机科学研究,研究方向包括多媒体搜索,计算机视觉,人工智能,和大数据管理。 申恒涛教授持续20多年在多媒体大数据的分析、理解、索引和搜索等方面深入研究,在国际上率先实现了实时的近重复视频内容搜索系统。累计发表了280多篇高水平同行评审论文,包括2篇综述性文章“A survey on learning to hash” in IEEE TPAMI 2018 和“Near-duplicate Video Retrieval: Current Research and Future Trends”in ACM Computing Surveys 2013, 80多篇 IEEE/ACM Transactions,和200多篇CCF A类论文( IEEE TIP, IEEE TPAMI, IEEE TNNLS,IEEE TKDE, ACM TOIS, VLDB Journal, ACM Multimedia, ACM SIGMOD, ACM SIGIR, VLDB, AAAI, IJCAI, CVPR, ICDE, etc.), 并获得了7个国际会议最佳论文奖,包括A类会议ACM Multimedia 2017 最佳论文奖和ACM SIGIR 2017 最佳论文-Honourable Mention奖。 曾多次被很多国际会议或者研讨会邀请做大会报告。杰出的学术成就使其获得2010年澳洲计算研究与教育学会授予的Chris Wallace Award,2012年澳大利亚研究理事会Future Fellowship,中华全国总工会颁发的2016年第六届“中国侨界贡献奖”, 以及2019年四川杰出人才奖。曾管理了15个科学研究项目,包括科技部科技创新2030-“新一代人工智能”重大项目1项、国家自然科学基金会的1个重点项目和澳大利亚研究理事会的8个项目。 申恒涛教授目前担任大数据领域重要期刊IEEE Transactions on Knowledge and Data Engineering和ACM Transactions on Data Science编委,曾任IEEE Transactions on Multimedia、World Wide Web Journal 和Neurocomputing的客座编委。申恒涛教授作为大会联合主席将在成都举办多媒体领域唯一的CCF A类学术会议ACM Multimedia 2021,也曾在澳大利亚分别作为Local Organization Co-Chair和TPC Co-Chair成功举办过数据库领域CCF A类学术会议ICDE 2013和多媒体领域CCF A类学术会议ACM Multimedia 2015。也与世界许多知名大学建立了长期合作与互访关系,是昆士兰大学的荣誉教授(Honorary Professor),名古屋大学和新加坡国立大学的访问教授(Visiting Professor)。

更新信息,请参见:http://bmc.uestc.edu.cn/

科研项目:  
  1. 《地空协作的重大灾害监测搜救平台主动认知技术研究》 科技部科技创新2030-“新一代人工智能”重大项目 主持
  2. 《移动交互环境下的大媒体内容分析与检索》 国家自然科学基金重点项目 主持
  3. 《Synergizing Multimedia Content Understanding with Social Data Analysis》 澳大利亚研究理事会 主持
  4. 《Effective and Efficient Video Search》 澳大利亚研究理事会 主持
  5. 《Real-time Event Detection, Prediction, and Visualization for Emergency Response》 澳大利亚研究理事会 主持

研究成果:  
  1. 部分代表性论文:
  2. 1. Jiwei Wei, Xing Xu*, Yang Yang, Yanli Ji, Zheng Wang, Heng Tao Shen. "Universal Weighting Metric Learning for Cross-Modal Matching". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
  3. 2. Teng Long ,Pascal Mettes, Heng Tao Shen*,Cees Snoek. "Searching for Actions on the Hyperbole". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
  4. 3. Xing Xu, Jiefu Chen, Jinhui Xiao, Lianli Gao, Fumin Shen, Heng Tao Shen*. "What Machines See Is Not What They Get: Fooling Scene Text Recognition Models with Adversarial Text Images". IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
  5. 4. Haodong Liao, Ning Xie*, Huiyuan Li, Yuhang Li, Jianping Su, Feng Jiang, Weipeng Huang and Heng Tao Shen. "Data-Driven Spatio-Temporal Analysis via Multi-Modal Zeitgebers and Cognitive Load in VR". IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR), 2020.
  6. 5. JiWei Wei , Yang Yang* , JingJing Li, Lei Zhu, Lin Zuo, Heng Tao Shen. "Residual Graph Convolutional Networks for Zero-Shot Learning". ACM Multimedia , 2019.
  7. 6. Yazhou Yao, Fumin Shen, Li Liu, Fan Zhu, Guosen Xie, Jian Zhang, and Heng Tao Shen. “Exploiting Web Images for Multi-output Classi?cation: From Category to Subcategories”. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019.
  8. 7. Xing Xu, Tan Wang, Yang Yang, Lin Zuo, Fumin Shen and Heng Tao Shen*. "Cross-Modal Attention with Semantic Consistence for Image-Text Matching". IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019.
  9. 8. Shiyuan He, Bokun Wang, Zheng Wang, Yang Yang, Fumin Shen, Zi Huang, and Heng Tao Shen. “Bidirectional Discrete Matrix Factorization Hashing for Image Search”. IEEE Transactions on Cybernetics (TOC), 2019.
  10. 9. Xu Lu, Lei Zhu, Jingjing Li, Huaxiang Zhang, Heng Tao Shen. “Efficient Supervised Discrete Multi-view Hashing for Largescale Multimedia Search”. IEEE Transactions on Multimedia (TMM), 2019.
  11. 10. Qidi Xu, Haocheng Xu, Weilong Chen, Chaojun Han, Haoyang Li, Fumin Shen*, Heng Tao Shen. "Time-aware Session Embedding for Click-Through-Rate Prediction". In Proceedings of 27th ACM International Conference on Multimedia (ACM MM), 2019.(Grand Challenge First Place Winner)
  12. 11. Xiangpeng Li, Lianli Gao, Xuanhan Wang, Wu Liu, Xing Xu, Jingkuan Song*and Heng Tao Shen. “Learnable Aggregating Net with Divergent Loss for Video Question Answering”. In Proceedings of 27th ACM International Conference on Multimedia (ACM MM), 2019.
  13. 12. Yuyu Guo, Lianli Gao, Jingkuan Song*, Peng Wang, Wuyuan Xie and Heng Tao Shen. “Adaptive Multi-path Aggregation for Dense Human Pose Estimation In The Wild”. In Proceedings of 27th ACM International Conference on Multimedia (ACM MM), 2019.
  14. 13. Yanli Ji, Feixiang Xu, Yang Yang, Ning Xie, Heng Tao Shen* and Tatsuya Harada. “Attention Transfer (ANT) Network for View-invariant Action Recognition”. In Proceedings of 27th ACM International Conference on Multimedia (ACM MM), 2019.
  15. 14. Tan Wang, Xing Xu*, Yang Yang*, Alan Hanjalic, Heng Tao Shen and Jingkuan Song. “Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking”. In Proceedings of 27th ACM International Conference on Multimedia (ACM MM), 2019.
  16. 15. Jingyi Zhang, Zhen Wei, Ionut Cosmin Duta, Fumin Shen*, Li Liu, Fan Zhu, Xing Xu, Ling Shao and Heng Tao Shen. “Generative Reconstructive Hashing for Incomplete Video Analysis”. In Proceedings of 27th ACM International Conference on Multimedia (ACM MM), 2019.
  17. 16. Jingkuan Song, Xiaosu Zhu, Lianli Gao, Zhou Zhao, Heng Tao Shen. “Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval”. International Joint Conference on Artificial Intelligence (IJCAI), 2019.
  18. 17. Jingkuan Song, Xiaosu Zhu, Lianli Gao, Xin-Shun Xu, Wu Liu, Heng Tao Shen*. “Deep Recurrent Quantization for Generating Sequential Binary Codes”. International Joint Conference on Artificial Intelligence (IJCAI), 2019.
  19. 18. Jingjing Li, Ke Lu, Zi Huang, Heng Tao Shen.“On both Cold-Start and Long-Tail Recommendation with Social Data”. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019.
  20. 19. Heng Tao Shen, Luchen Liu, Zi Huang, Xing Xu, Fumin Shen, Richang Hong, Yang Yang*. “Exploiting Subspace Relation in Semantic Labels for Cross-modal Hashing”. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019.
  21. 20. Xing Xu, Huimin Lu, Jingkuan Song, Yang Yang, Heng Tao Shen*, Xuelong Li. "Ternary Adversarial Networks with Self-Supervision for Zero-Shot Cross-Modal Retrieval". IEEE Transactions on Cybernetics (TOC), 2019.
  22. 21. Yanli Ji, Yang Yang, Fumin Shen, Heng Tao Shen*, Xuelong Li. “A Survey of Human Action Analysis in HRI Applications”. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2019.
  23. 22. Dongxiang Zhang, Lei Wang, Nuo Xu, Bing Tian Dai, Heng Tao Shen*. “The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers”. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019.
  24. 23. Yazhou Yao, Jian Zhang, Fumin Shen, Li Liu, Fan Zhu, Dongxiang Zhang, and Heng Tao Shen. “Towards Automatic Construction of Diverse, High-quality Image Datasets”. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019.
  25. 24. Peng Wang, Lingqiao Liu, Chunhua Shen, Heng Tao Shen, "Order-aware Convolutional Pooling for Video Based Action Recognition". Pattern Recognition (PR), 2019.
  26. 25. Yan Xu, Baoyuan Wu, Fumin Shen, Yanbo Fan, Yong Zhang, Heng Tao Shen, Wei Liu. “Adversarial Attack to Image Captioning via Structured Output Learning with Latent Variables”. In Proceedings of 32nd IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
  27. 26. Yaping Zhang, Shuai Nie, Wenju Liu, Xing Xu, Dongxiang Zhang, Heng Tao Shen. “Sequence-to-Sequence Domain Adaptation Network for Robust Text Image Recognition”. In Proceedings of 32nd IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
  28. 27. LianliGao, Xiangpeng Li, Jingkuan Song, Heng Tao Shen*. “Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning”. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019. 、
  29. 28. Fumin Shen, Xiang Zhou, Jun Yu, Yang Yang, Li Liu, Heng Tao Shen*. “Scalable Zero-Shot Learning via Binary Visual-Semantic Embeddings”. IEEE Transactions on Image Processing (TIP), 2019.
  30. 29. Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu and Heng Tao Shen. “Locality Preserving Joint Transfer for Domain Adaptation”. IEEE Transactions on Image Processing (TIP), 2019.
  31. 30. Mengqiu Hu, Yang Yang, Fumin Shen, Ning Xie, Richang Hong, Heng Tao Shen. “Collective Reconstructive Embeddings for Cross-modal Hashing”. IEEE Transactions on Image Processing (TIP), 2019.
  32. 31. Xiang Zhou, Fumin Shen, Li Liu, Wei Liu, Liqiang Nie, Yang Yang and Heng Tao Shen. “Graph Convolutional Network Hashing”. IEEE Transactions on Cybernetics (TOC), 2019.
  33. 32. Jingjing Li, Ke Lu, Zi Huang, Lei Zhu and Heng Tao Shen. “Heterogeneous Domain Adaptation through Progressive Alignment”. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2018.
  34. 33. Yi Bin,Yang Yang,Chaofan Tao,Zi Huang,Jingjing Li and Heng Tao Shen. "MR-NET: Exploiting Mutual Relation for Visual Relationship Detection". The 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019.
  35. 34. Lei Wang,Dongxiang Zhang,Jipeng Zhang,Xing Xu,Lianli Gao,Bingtian Dai and Heng Tao Shen. "Template-Based MathWord Problem Solvers with Recursive Neural Networks". The 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019.
  36. 35. Lianli Gao,Kaixuan Fan,Jingkuan Song,Xianglong Liu,Xing Xu and Heng Tao Shen. "Deliberate Residual based Attention Network for Image Captioning". The 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019.
  37. 36. Lianli Gao,Daiyuan Chen,Jingkuan Song,Xing Xu,Dongxiang Zhang and Heng Tao Shen. "Perceptual Pyramid Adversarial Networks for Text-to-Image Synthesis". The 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019.
  38. 37. Lianli Gao,Pengpeng Zeng,Jingkuan Song,YuanFang Li,Wu Liu,Tao Mei and Heng Tao Shen. "Structured Two-stream Attention Network for Video Question Answering". The 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019.
  39. 38. Yang Yang, Jie Zhou, Jiangbo Ai, Yi Bin, Alan Hanjalic, Heng Tao Shen*, Yanli Ji. “Video Captioning by Adversarial LSTM”. IEEE Transactions on Image Processing (TIP), 2018.
  40. 39. Chaojun Han, Fumin Shen, Li Liu, Yang Yang, Heng Tao Shen. “Visual Spatial Attention Network for Relationship Detection”. In Proceedings of 26th ACM International Conference on Multimedia (ACM MM), 2018.
  41. 40. Deqiang Ouyang, Jie Shao, Yonghui Zhang, Yang Yang, Heng Tao Shen. “Video-based Person Re-identification via Self-Paced Learning and Deep Reinforcement Learning Framework”. In Proceedings of 26th ACM International Conference on Multimedia (ACM MM), 2018.
  42. 41. Yanli Ji, Yang Yang, Fumin Shen, Heng Tao Shen*, Wei-Shi Zheng. “A Large Scale RGB-D Database for Arbitrary-view Human Action Recognition”. In Proceedings of 26th ACM International Conference on Multimedia (ACM MM), 2018.
  43. 42. Jingkuan Song, Lianli Gao, Xianglong Liu, Heng Tao Shen*. “Examine before You Answer: Multi-task Learning with Adaptive-attentions for Multiple-choice VQA”. In Proceedings of 26th ACM International Conference on Multimedia (ACM MM), 2018.
  44. 43. Jingkuan Song, Lianli Gao, Xing Xu, Heng Tao Shen*. “Cumulative Nets for Edge Detection”. In Proceedings of 26th ACM International Conference on Multimedia (ACM MM), 2018.
  45. 44. Teng Long, Xing Xu, YouYou Li, Fumin Shen, Jingkuan Song, Heng Tao Shen. “Pseudo Transfer with Marginalized Corrupted Attribute for Zero-shot Learning”. In Proceedings of 26th ACM International Conference on Multimedia (ACM MM), 2018.
  46. 45. Jie Shao, Gang Hu, Jingkuan Song, Xueliang Liu, and Heng Tao Shen*. "Towards Accurate Georeferenced Video Search with Camera Field of View Modeling". IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2018.
  47. 46. Zheng Zhang, Li Liu, Fumin Shen, Heng Tao Shen, Ling Shao. “Binary Multi-View Clustering”. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018.
  48. 47. Mingxing Zhang, Yang Yang, Hanwang Zhang, Xinghan Chen, Heng Tao Shen, Tat-Seng Chua. “More is Better: Precise and Detailed Image Captioning with Online Positive Recall and Missing Contents Mining”. IEEE Transactions on Image Processing (TIP), 2018.
  49. 48. Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen*. “From Pixels to Objects: Cubic Visual Attention for Visual Question Answering”. International Joint Conference on Artificial Intelligence (IJCAI), 2018.
  50. 49. Lianli Gao, Jingkuan Song, Dongxiang Zhang, Heng Tao Shen*. “Coarse-to-fine Image Co-segmentation with Intra and Inter Rank Constraints”. International Joint Conference on Artificial Intelligence (IJCAI), 2018.
  51. 50. Jingkuan Song, Jingqiu Zhang, Lianli Gao, Xianglong Liu, Heng Tao Shen*. “Dual Conditional GANs for Face Aging and Rejuvenation”. International Joint Conference on Artificial Intelligence (IJCAI), 2018.
  52. 51. Dongxiang Zhang, Mengting Ding, Dingyu Yang, Yi Liu, Ju Fan, Heng Tao Shen*. “Trajectory Simplification: An Experimental Study and Quality Analysis”. In Proceedings of 44th VLDB (PVLDB), 2018.
  53. 52. Yang Yang, Yaqian Duan, Xinze Wang, Zi Huang, Ning Xie, Heng Tao Shen*. "Hierarchical Multi-Clue Modelling for POI Popularity Prediction with Heterogeneous Tourist Information". IEEE Transactions on Knowledge and Data Engineering (TKDE), 2018.
  54. 53. Jingkuan Song, Yuyu Guo,Lianli Gao,Xuelong Li, Alan Hanjalic, Heng Tao Shen*. "From Deterministic to Generative: Multi-Modal Stochastic RNNs for Video Captioning". IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2018.
  55. 54. Dongxiang Zhang, Yuchen Li, Xin Cao, Jie Shao, Heng Tao Shen*. "Augmented Keyword Search on Spatial Entity Databases". VLDB Journal, 2018.
  56. 55. Lei Zhu, Zi Huang, Zhihui Li, Liang Xie, Heng Tao Shen*. "Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval". IEEE Transactions on Neural Networks and Learning Systems ( TNNLS), 2018.
  57. 56. Fumin Shen, Yan Xu, Li Liu, Yang Yang, Zi Huang, Heng Tao Shen*. "Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization". IEEE Transactions on Pattern Analysis and Machine Intelligence ( TPAMI), 2018.
  58. 57. Jingdong Wang, Ting Zhang, Jingkuan Song, Nicu Sebe, Heng Tao Shen*. "A Survey on Learning to Hash". IEEE Transactions on Pattern Analysis and Machine Intelligence ( TPAMI), 2018. (An early version " Hashing for similarity search: A survey" at arXiv:1408.2927).
  59. 58. Lingqiao Liu, Peng Wang, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang, Heng Tao Shen, "Compositional Model based Fisher Vector Coding for Image Classification". IEEE Transactions on Pattern Analysis and Machine Intelligence ( TPAMI), 2018.
  60. 59. Dongxiang Zhang, Long Guo, Xiangnan He, Jie Shao, Sai Wu, Heng Tao Shen*."A Graph-Theoretic Fusion Framework for Unsupervised Entity Resolution". In Proceedings of the 34th IEEE International Conference on Data Engineering ( ICDE), 2018.
  61. 60. Ying Xu, Dongxiang Zhang, Meihui Zhang, Dongsheng Li, Xiaoling Wang, Heng Tao Shen."Continuous Proximity Detection via Predictive Safe Region Construction". In Proceedings of the 34th IEEE International Conference on Data Engineering ( ICDE), 2018.
  62. 61. Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Alan Hanjalic, Heng Tao Shen*."Binary Adversarial Networks for Image Retrieval". In Proceedings of the 32nd AAAI Conference on Artificial Intelligence ( AAAI), 2018.
  63. 62. Lei Wang, Dongxiang Zhang, Lianli Gao, Jingkuan Song, Long Guo, Heng Tao Shen."MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning". In Proceedings of the 32nd AAAI Conference on Artificial Intelligence ( AAAI), 2018.
  64. 63. Lianli Gao, Tao He, Jingkuan Song, Xing Xu, Heng Tao Shen*."Deep Region Hashing for Efficient Large-scale Instance Search from Images". In Proceedings of the 32nd AAAI Conference on Artificial Intelligence ( AAAI), 2018.
  65. 64. Mengqiu Hu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen. “Hashing with Angular Reconstructive Embeddings”. IEEE Transactions on Image Processing ( TIP), 2017.
  66. 65. Litao Yu, Zi Huang, Fumin Shen, Jingkuan Song, Heng Tao Shen*, Xiaofang Zhou. “Bilinear Optimized Product Quantization for Scalable Visual Content Analysis”. IEEE Transactions on Image Processing ( TIP), 2017.
  67. 66. Bokun Wang, Yang Yang, Xing Xu, Alan Hanjalic, Heng Tao Shen. "Adversarial Cross-Modal Retrieval". In Proceedings of 25th ACM International Conference on Multimedia ( ACM MM), 2017. ( Best Paper Award)
  68. 67. Fumin Shen, Xin Gao, Li Liu, Yang Yang and Heng Tao Shen*. "Deep Asymmetric Pairwise Hashing". In Proceedings of 25th ACM International Conference on Multimedia ( ACM MM), 2017.
  69. 68. Ruicong Xu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen. "Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval". In Proceedings of 25th ACM International Conference on Multimedia ( ACM MM), 2017.
  70. 69. Yi Bin, Yang Yang, Jie Zhou, Zi Huang, Heng Tao Shen. "Adaptively Attending to Visual Attributes and Linguistic Knowledge for Captioning". In Proceedings of 25th ACM International Conference on Multimedia ( ACM MM), 2017.
  71. 70. Lei Zhu, Zi Huang, Xiaojun Chang, Jingkuan Song, Heng Tao Shen. "Exploring Consistent Preferences: Discrete Hashing with Pair-Exemplar for Scalable Landmark Search". In Proceedings of 25th ACM International Conference on Multimedia ( ACM MM), 2017.
  72. 71. Jingjing Li, Ke Lu, Zi Huang, Heng Tao Shen. “Two Birds One Stone: On both Cold-Start and Long-Tail Recommendation”. In Proceedings of 25th ACM International Conference on Multimedia ( ACM MM), 2017.
  73. 72. Chao Li, Jiewei Cao, Zi Huang, Lei Zhu, Heng Tao Shen. "Leveraging Weak Semantic Relevance for Complex Video Event Classification". International Conference on Computer Vision ( ICCV), 2017.
  74. 73. Xing Xu, Fumin Shen, Yang Yang, Dongxiang Zhang, Heng Tao Shen*, Jingkuan Song. "Matrix Tri-Factorization with Manifold Regularizations for Zero-shot Learning". In Proceedings of 30th IEEE Conference on Computer Vision and Pattern Recognition ( CVPR), 2017.
  75. 74. Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van den Hengel, Heng Tao Shen. "Multi-attention Network for One Shot Learning". In Proceedings of 30th IEEE Conference on Computer Vision and Pattern Recognition ( CVPR), 2017.
  76. 75. Lianli Gao, Zhao Guo, Hanwang Zhang, Xing Xu, Heng Tao Shen*. "Videos Captioning with Attention-based LSTM and Semantic Consistency". IEEE Transactions on Multimedia ( TMM), 2017.
  77. 76. Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen*, Xuelong Li. "Discrete Nonnegative Spectral Clustering". IEEE Transactions on Knowledge and Data Engineering ( TKDE), 2017.
  78. 77. Jingkuan Song, Zhao Guo, Wu Liu, Dongxiang Zhang, Heng Tao Shen*, Lianli Gao. “Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning”. International Joint Conference on Artificial Intelligence ( IJCAI), 2017.
  79. 78. Xiaoshuai Sun, Jiewei Cao, Chao Li, Lei Zhu, Heng Tao Shen, "Web-based Semantic Fragment Discovery for On-line Lingual-Visual Similarity". In Proceedings of the 31st AAAI Conference on Artificial Intelligence ( AAAI), 2017.
  80. 79. Xiaoshuai Sun, Zi Huang, Hongzhi Yin, Heng Tao Shen. "An Integrated Model for Effective Saliency Prediction". In Proceedings of the 31st AAAI Conference on Artificial Intelligence ( AAAI), 2017.
  81. 80. Lianli Gao, Peng Wang, Jingkuan Song, Zi Huang, Jie Shao, 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), 2017.
  82. 81. Fumin Shen, Yadong Mu, Yang Yang, Wei Liu, Li Liu, Jingkuan Song, Heng Tao Shen*. “Classification by Retrieval: Binarizing Data and Classifier”. In Proceedings of 40th International ACM SIGIR Conference on Research and Development in Information Retrieval ( SIGIR), 2017. ( Best Paper Award - Honorable Mention)
  83. 82. Fumin Shen, Yang Yang, Li Liu, Wei Liu, Dacheng Tao, Heng Tao Shen*. "Asymmetric Binary Coding for Image Search". IEEE Transactions on Multimedia ( TMM), 2017.
  84. 83. Mengqiu Hu, Yang Yang, Fumin Shen, Luming Zhang, Heng Tao Shen, Xuelong Li. "Robust Web Image Annotation via Exploring Multi-facet and Structural Knowledge". IEEE Transactions on Image Processing ( TIP), 2017.
  85. 84. Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, Xuelong Li. "Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval". IEEE Transactions on Image Processing ( TIP), 2017.
  86. 85. Chao Li, Zi Huang, Yang Yang, Jiewei Cao, Xiaoshuai Sun, Heng Tao Shen*. "Hierarchical Latent Concept Discovery for Video Event Detection". IEEE Transactions on Image Processing ( TIP), 2017.
  87. 86. Yadan Luo, Yang Yang, Fumin Shen, Zi Huang, Pan Zhou, Heng Tao Shen. "Robust Discrete Code Modeling for Supervised Hashing". Pattern Recognition ( PR), 2017.
  88. 87. Dongxiang Zhang, Dingyu Yang, Yuan Wang, Kian-Lee Tan, Jian Cao, Heng Tao Shen. "Distributed Shortest Path Query Processing on Dynamic Road Networks". VLDB Journal, 2017.
  89. 88. Guosheng Lin, Fayao Liu, Chunhua Shen, Jianxin Wu, Heng Tao Shen. "Structured Learning of Binary Codes with Column Generation" . International Journal of Computer Vision ( IJCV), 2017.
  90. 89. Dongxiang Zhang, Liqiang Nie, Huanbo Luan, Kian-Lee Tan, Tat-Seng Chua, Heng Tao Shen, "Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval". ACM Transactions on Information Systems ( TOIS), 2017.
  91. 90. Dongxiang Zhang, Yuchen Li, Ju Fan, Lianli Gao, Fumin Shen, Heng Tao Shen. "Processing Long Queries Against Short Text: Top-k Advertisement Matching in News Stream Applications". ACM Transactions on Information Systems ( TOIS), 2017.
  92. 91. 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.
  93. 92. 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.
  94. 93. 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), 2016.
  95. 94. Litao Yu, yang yang, Zi Huang, Peng Wang, Jingkuan Song, Heng Tao Shen. "Web Video Event Recognition by Semantic Analysis from Ubiquitous Documents". IEEE Transactions on Image Processing ( TIP), 2016.
  96. 95. 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), 2016.
  97. 96. 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), 2016.
  98. 97. Hao Xiong, Tongliang Liu, Dacheng Tao, Heng Tao Shen. "Dual Diversified Dynamical Gaussian Process Latent Variable Model for Video Repairing". IEEE Transactions on Image Processing ( TIP), 2016.
  99. 98. 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), 2016.
  100. 99. Litao Yu, Zi Huang, Jiewei Cao, Heng Tao Shen. "Scalable Video Event Retrieval by Visual State Binary Embedding". IEEE Transactions on Multimedia ( TMM), 2016.
  101. 100. Yang Yang, Yadan Luo, Weilun Chen, Fumin Shen, Jie Shao, Heng Tao Shen. "Zero-Shot Hashing via Transferring Supervised Knowledge". In Proceedings of 24th ACM International Conference on Multimedia ( ACM MM), 2016.

专业研究方向:  
专业名称 研究方向 招生类别
081200计算机科学与技术 02机器智能与模式识别 博士
081200计算机科学与技术 03数字媒体技术 博士
081200计算机科学与技术 06云计算与大数据处理 博士
085400电子信息 12不区分研究方向 博士
081200计算机科学与技术 02机器智能与模式识别 硕士
081200计算机科学与技术 03数字媒体技术 硕士
081200计算机科学与技术 06云计算与大数据处理 硕士


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