Faculty

郑伟龙 副教授

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Office Telephone:

Office Address: SEIEE-3-214

Email: weilong@cs.sjtu.edu.cn

Lab: 智能计算与智能系统重点实验室; 上海市教委智能交互与认知工程重点实验室

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类脑计算、深度学习、情感脑机接口、智慧医疗、计算神经科学

2012.09-2018.09 上海交通大学 计算机科学与技术 工学博士

2008.09-2012.06 华南理工大学 信息工程 工学学士

2022.1-至今 上海交通大学计算机科学与工程系 副教授

2020.10-2021.12 美国麻省理工学院MIT脑与认知科学系 博士后研究员

2018.10-2020.09 美国哈佛大学医学院和麻省总医院神经病学系 博士后研究员

2016.06-2016.09 日本理化学研究所脑科学中心 访问学者

2014.09-2015.03 西班牙巴斯克大学计算机与人工智能系 访问学者

Google Scholar 主页


1.       Wei-Long Zheng, and Bao-Liang Lu. “Investigating Critical Frequency Bands and Channels for EEG- based Emotion Recognition with Deep Neural Networks.” IEEE Transactions on Autonomous Mental Development, vol. 7, no. 3, pp. 162-175, 2015. (2018 IEEE TAMD Outstanding Paper Award)

2.       Wei-Long Zheng, Jia-Yi Zhu, and Bao-Liang Lu. “Identifying Stable Patterns over Time for Emotion Recognition from EEG.” IEEE Transactions on Affective Computing, 10, no. 3 (2019): 417-429. (2021 IEEE TAC Best Paper Award)

3.       Wei-Long Zheng, Jia-Yi Zhu, Yong Peng, and Bao-Liang Lu. “EEG-Based Emotion Classification Using Deep Belief Networks.” IEEE International Conference on Multimedia and Expo (ICME’14), IEEE, 2014: 1-6. 

4.       Wei-Long Zheng, Wei Liu, Yifei Lu, Bao-Liang Lu, and Andrzej Cichocki. “EmotionMeter: A Multimodal Framework for Recognizing Human Emotions.” IEEE Transactions on Cybernetics, 49, no. 3 (2018): 1110-1122. 

5.       Wei-Long Zheng, Bo-Nan Dong, and Bao-Liang Lu. “Multimodal Emotion Recognition using EEG and Eye Tracking Data.” 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’14), IEEE, 2014: 5040-5043. 

6.       Wei-Long Zheng and Bao-Liang Lu. “A multimodal approach to estimating vigilance using EEG and forehead EOG.” Journal of Neural Engineering, 14(2): 026017, 2017. 

7.       Yifei Lu*, Wei-Long Zheng*, Binbin Li, and Bao-Liang Lu. “Combining Eye Movements and EEG to Enhance Emotion Recognition.” in Proc. of the International Joint Conference on Artificial Intelligence (IJCAI’15), 2015:1170-1176. (*contributed equally as joint first authors). 

8.       Wei-Long Zheng and Bao-Liang Lu. “Personalizing EEG-based Affective Models with Transfer Learning.” in Proc. of the 25th International Joint Conference on Artificial Intelligence (IJCAI), 2016: 2732- 3738. 

9.       Wei-Long Zheng, Kunpeng Gao, Gang Li, Wei Liu, Chao Liu, Jing-Quan Liu, Guoxing Wang, Bao- Liang Lu. “Vigilance Estimation Using a Wearable EOG Device in Real Driving Environment.” IEEE Transactions on Intelligent Transportation Systems, 21, no. 1 (2019): 170-184. 

10.     Wei-Long Zheng, Haoqi Sun, Oluwaseun Akeju, M Brandon Westover. “Adaptive Sedation Monitoring from EEG in ICU Patients with Online Learning.” IEEE Transactions on Biomedical Engineering, 67, no. 6 (2019): 1696-1706.


吕宝粮,郑伟龙, 《第13章情感脑-机接口》脑-计算机交互研究前沿, 高上凯, 吕宝粮, 张丽清, 出版社:上海交通大学出版社, 2021.


1. 国家自然科学基金面上项目, 61673266, 脑电和眼动信号在多模态情绪识别中的区分能力、表征特性及稳定性, 2017-01-01 至 2020-12-31, 参与

2. 科技部, 国家重点研发计划, 2017YFB1002500, 可穿戴脑机接口关键技术及应用, 2017-07 至 2020-12, 参与

2021年 IEEE Transactions on Affective Computing 最佳论文奖,第一作者

2021年 吴文俊人工智能自然科学奖 一等奖,排名第二

2018年 中国人工智能学会优秀博士学位论文奖

2018年上海交通大学优秀博士学位论文提名

2018年 IEEE Transactions on Autonomous Mental Development 优秀论文奖,第一作者

程序委员会成员 AAAI 2022, AAAI 2021, IJCAI 2020, AAAI 2020, IJCAI 2019, IJCAI 2018

审稿编辑 Frontiers in Human Neuroscience, Frontiers in Neuroergonomics

电气与电子工程师学会(IEEE)会员

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