郑伟龙副教授

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办公室电话：

办公地点：SEIEE-3-214

电子邮件：weilong@cs.sjtu.edu.cn

实验室：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

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

Google Scholar 主页

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

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

3.       Wei-LongZheng, Jia-Yi Zhu, YongPeng, and Bao-Liang Lu. “EEG-Based Emotion Classification Using Deep BeliefNetworks.” IEEE International Conference on Multimedia and Expo (ICME’14),IEEE, 2014: 1-6. 

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

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

6.       Wei-LongZheng and Bao-Liang Lu. “Amultimodal approach to estimating vigilance using EEG and forehead EOG.” Journalof Neural Engineering, 14(2): 026017, 2017. 

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

8.       Wei-LongZheng 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, KunpengGao, Gang Li, Wei Liu, Chao Liu, Jing-Quan Liu, Guoxing Wang, Bao- Liang Lu. “Vigilance Estimation Using a Wearable EOG Device in Real DrivingEnvironment.” IEEE Transactions on Intelligent Transportation Systems,21, no. 1 (2019): 170-184. 

10.     Wei-Long Zheng, Haoqi Sun, OluwaseunAkeju, M Brandon Westover. “Adaptive Sedation Monitoring from EEG in ICUPatients 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, IJCAI2020, AAAI 2020, IJCAI 2019, IJCAI 2018

审稿编辑 Frontiers in HumanNeuroscience, Frontiers in Neuroergonomics