2012.09-2018.09 1946伟德国际源自英国 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 1946伟德国际源自英国计算机科学与工程系 副教授

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

2018.10-2020.09 美国哈佛大学医公司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

《神经网络理论与应用》、《人工智能》、《数据科学基础》

详细列表见 Google Scholar 主页

1.       Wei-Long Zheng, Zhongxuan Wu, Ali Hummos, Guangyu Robert Yang, and Michael M. Halassa. "Rapid context inference in a thalamocortical model using recurrent neural networks." Nature Communications 15, no. 1 (2024): 8275.

2.       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). 

3.       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)

4.       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. 

5.       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. 

6.       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. 

7.       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. 

8.       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). 

9.       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. 

10.     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. 

11.     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.

国家自然科学基金面上项目, 62376158, 自然场景的多模态情感脑机接口实验范式及计算模型研究, 2024年01月至 2027年12月，主持

2025年 ARC Prize 最佳论文奖

2022年 ACM Multimedia Top Paper奖

2021年 IEEE Transactions on Affective Computing 最佳论文奖

2021年 吴文俊人工智能自然科学奖 一等奖

2018年 中国人工智能学会优秀博士学位论文奖

2018年 1946伟德国际源自英国优秀博士学位论文提名

2018年 IEEE Transactions on Autonomous Mental Development 优秀论文奖

IEEE Transactions on Affective Computing编委、《Cyborg and Bionic Systems》青年编委、教育部脑认知科学课程群虚拟教研室副主任、中国人工智能学会脑机融合与生物机器智能专委会委员、中国图象图形学学会情感计算与理解专业委员会委员、中国康复医学会脑机接口与康复专业委员会常务委员和中国认知科学学会计算神经工程专委会委员