个人简介

郑忠龙,博士,教授,博导。浙江省中青年学科带头人,全国高等师范学校计算机教育研究会第五届理事会副理事长,浙江省高校计算机研究会副理事长。2005年博士毕业于上海交通大学,2012年1月-2013年2月在美国加州大学访学一年(CSC资助),合作导师为MingHsuan Yang教授,IEEE Fellow。研究兴趣为机器学习、模式识别、图像/视频处理、区块链等领域,主持了多项国家及省部级项目,在AAAI、ICDE、ACM MM、IEEE Internet of Things Journal、IEEE Transactions on Cybernetics、IEEE Transactions on MultiMedia、Pattern Recognition、NeuroComputing、计算机学报、电子学报、自动化学报等期刊与会议上发表论文多篇。


部分论文:

 

  1. L Wang, M Zareapoor, J Yang, Zhonglong Zheng*. Asymmetric Correlation Quantization Hashing for Cross-modal Retrieval. IEEE Transactions on Multimedia, 2021(一区)

  2. Dawei Zhang, Zhonglong Zheng*, Riheng Jia, et al. Visual Tracking via Hierarchical Deep Reinforcement Learning. Proceedings of AAAI, 2021 (CCF-A类)

  3. Riheng Jia, Xiuling Zhang, Yanju Feng, Tianliang Wang, Jianfeng Lu, Zhonglong Zheng*, Minglu Li,  Long-Term Energy Collection in Self-Sustainable Sensor Networks: A Deep Q-Learning Approach, IEEE Internet Things of Journal, 2021, to be published(一区)

  4. Dawei Zhang, Zhonglong Zheng*, Minglu Li, et al. Reinforced Similarity Learning: Siamese Relation Networks for Robust Object Tracking. ACM MM, 2020, 294-303 (CCF-A类)

  5. Zhonglong Zheng*, Minqi Mao, Songxia Ma, CLEAR: Clustering based on locality embedding and reconstruction. ICDE, 2016, 791-798 (CCF-A类)

  6. Dawei Zhang, Zhonglong Zheng*, Yiran He, et al. Learning Fine-Grained Similarity Matching Networks for Visual Tracking. ICMR, 2020, 296-300 (CCF-B类)

  7. Dawei Zhang, Zhonglong Zheng*, Minglu Li, et al. CSART: Channel and spatial attention-guided residual learning for real-time object tracking. Neurocomputing, 2021, 436: 260-272 (二区)

  8. Li Wang, Jie Yang*, M Zareapoor, Zhonglong Zheng*, Cluster-wise unsupervised hashing for cross-modal similarity search. Pattern Recognition, 2020, 111: 107732 (二区)

  9. Zhonglong Zheng*, Xiaoqiao Huang, Zhongyu Chen, et al. Regression analysis of locality preserving projections via sparse penalty. Information Sciences, 2015, 303, 1-14(二区)

  10. Zhonglong Zheng*, Mudan Yu, Jiong Jia, et al. Fisher discrimination based low rank matrix recovery for face recognition. Pattern recognition, 2014, 47 (11):3502-3511 (二区)

  11. Riheng Jia, Jianfeng Lu, Jie Wu, Xinbing Wang, Zhonglong Zheng, Minglu Li, Geometric Analysis of Energy Saving for Directional Charging in WRSNs. IEEE Internet Things of Journal, 2021, 8(6), 4697-4710(一区)

  12. Changbing Tang, Chaojie Li, Xinghuo Yu, Zhonglong Zheng, and Zhongyu Chen, Cooperative Mining in Blockchain Networks With Zero-determinant Strategies, IEEE Transactions on Cybernetics, 2020, 50(10):4544-4549(一区)

  13. Changbing, Luya Wu, Guanghui Weng, and Zhonglong Zheng, Incentivizing Honest Mining in Blockchain Networks: A Reputation Approach, IEEE Transactions on Circuits and Systems-II, 2020, 67(1):117-121(二区)

  14. Dawei Zhang, Zhonglong Zheng*. High Performance Visual Tracking With Siamese Actor-Critic Network. ICIP, 2020, 2116-2120 (CCF-C类)

  15. Zhifei Li, Zhonglong Zheng, Feilong Lin, Howard Leung, Qing Li, Action recognition from depth sequence using depth motion maps-based local ternary patterns and CNN. Multimedia Tools and Applications, 2019, 78(14): 19587-19601

  16. Huawen Liu, Zongjie Ma, Jianmin Han, Zhongyu Chen, Zhonglong Zheng, Regularized partial least squares for multi-label learning. International Journal of Machine Learning and Cybernetics, 2019, 9(2), 335-346(二区)

  17. Zhonglong Zheng, Jianshu Zhang, Suhang Zhu, et al., CUPID: consistent unlabeled probability of identical distribution for image classification. Knowledge-Based Systems, 2017, 137:115-122(二区)

  18. Tao Zhang, Wenjing Jia, Bbaoqing Yang, Jie Yang, Xiangjian He, Zhonglong Zheng, MoWLD: a robust motion image descriptor for violence detection. Multimedia Tools and Applications, 2017, 76 (1):1419-1438

  19. Jianshu Zhang, Zhongyu Chen, Changbing Tan, Feilong Lin, Jie Yang, Zhonglong Zheng*, Affine-Constrained Group Sparse Coding Based on Mixed Norm, ICONIP, 2017, (CCF-C类)

  20. Minqi Mao, Zhonglong Zheng*, Zhongyu Chen, Huawen Liu, Xiaowei He, Ronghua Ye, Group and collaborative dictionary pair learning for face recognition, ICPR, 2016 (CCF-C类)

  21. Minqi Mao, Zhonglong Zheng*, Zhongyu Chen, Huawen Liu, Xiaowei He, Ronghua Ye, Two-dimensional pca hashing and its extension, ICPR, 2016 (CCF-C类)


研究方向

机器学习

计算机视觉

数据挖掘

区块链

教育经历

 上海交通大学 

工作经历

暂无内容

社会兼职

浙江省高校计算机教育研究会 副理事长

团队成员

暂无内容

[ 郑忠龙]

  • 教授    

  • 性别:
  • 电子邮箱:
  • 入职时间:2005-03-07
  • 在职信息:在岗
  • 所在单位:数学与计算机科学学院
  • 职务:副院长
  • 学历:博士研究生毕业
  • 学位:博士学位
  • 学科:计算机科学与技术 数学与应用数学
  • 毕业院校:上海交通大学
联系方式
  • 办公室电话:
  • 邮箱: