
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,主持了国家自然科学基金项目4项及多项省部级项目,在AAAI、ICDE、ACM MM、INFOCOM、IEEE Internet of Things Journal、IEEE Transactions on Cybernetics、IEEE Transactions on MultiMedia、Pattern Recognition、NeuroComputing、Science China、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. Dawei Zhang, Yanwei Fu, Zhonglong Zheng*. UAST: Uncertainty-Aware Siamese Tracking. ICML 2022, (Accepted,CCF A)
2. Feilong Lin, Shengnan Xia, Jiahao Qi, Changbing Tang, Zhonglong Zheng*, Xinghuo Yu. A parking sharing network over blockchain with proof-of-planned-behavior consensus protocol. IEEE Transactions on Vehicular Technology, 2022, DOI: 10.1109/TVT.2022.3173989.
3. Zheng Bao, ChangBing Tang, FeiLong Lin, Zhonglong Zheng*, Xinghuo Yu. Rating-protocol optimization for blockchain-enabled hybrid energy trading in smart grids. SCIENCE CHINA, 2022 (Accepted)
4. Riheng Jia, Jinhao Wu, Jianfeng Lu, Minglu Li, Feilong Lin, Zhonglong Zheng*. Energy Saving in Heterogeneous Wireless Rechargeable Sensor Networks. INFOCOM, 2022 (Accepted,CCF-A)
5. L Wang, M Zareapoor, J Yang, Zhonglong Zheng*. Asymmetric Correlation Quantization Hashing for Cross-modal Retrieval. IEEE Transactions on Multimedia, 2021
6. Dawei Zhang, Zhonglong Zheng*, Riheng Jia, et al. Visual Tracking via Hierarchical Deep Reinforcement Learning. AAAI, 2021 (CCF-A)
7. 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
8. 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)
9. Zhonglong Zheng*, Minqi Mao, Songxia Ma, CLEAR: Clustering based on locality embedding and reconstruction. ICDE, 2016, 791-798 (CCF-A)
10. Dawei Zhang, Zhonglong Zheng*, Yiran He, et al. Learning Fine-Grained Similarity Matching Networks for Visual Tracking. ICMR, 2020, 296-300 (CCF-B)

机器学习与视觉
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 上海交通大学 

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浙江省高校计算机教育研究会 副理事长

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- 教授
- 性别:男
- 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:zhonglong@zjnu.edu.cn
- 办公室电话:
- 邮箱:
