周玲
助理教授
所在部门 计算机科学与工程学院
办公室 A306a
电子信箱 lzhou@must.edu.mo

Academic Qualification

Ph.D. in Computer Science and Technology, Jiangsu University, Zhenjiang, China.

Master in Huazhong University of Science & Technology, Wuhan, China.

Bachelor in Hunan Normal University, Changsha, China.

 

Teaching Area

Data Mining

Computer Programming

Socket Programming

 

Research Area

Computer Vision, Artificial Intelligence

Affective Computing: Facial/Micro-expression recognition

Visual Question Answer

Prompt Learning

Reinforcement Learning

 

Working Experience

Aug. 2022 ~ present, Assistant Professor, Faculty of Innovation Engineering, MUST

Sep. 2014 ~ Jul.2018, Instructor, Zhenjiang Vocational Technical College, China

Apr. 2011 ~ Aug.2013, Senior Software Engineer, MediaTek (Wuhan) Co., LTD, China

 

Academic Publication (selected)

1.          Ling Zhou, Qirong Mao, and Ming Dong. Objective Class-based Micro-Expression Recognition through

2.          Simultaneous Action Unit Detection and Feature Aggregation. Tsinghua Science and Technology. Accepted.

3.          Mingpei Wang, Ling Zhou*, Xiaohua Huang, and Wenming Zheng. Towards Federated Learning Driving Technology for Privacy-Preserving Micro-expression Recognition. Tsinghua Science and Technology. Accepted.

4.          Qirong Mao, Ling Zhou*, Wenming Zheng, Xiuyan Shao, and Xiaohua Huang*. Objective Class-based Micro-expression Recognition under Partial Occlusion via Region-inspired Relation Reasoning Network. IEEE Transactions on Affective Computing, vol. 13, no. 4, pp. 1998-2016, 2022.

5.          Ling Zhou, Qirong Mao, Xiaohua Huang, Feifei Zhang, Zhihong Zhang. Feature refinement: An Expression-specific Feature Learning and Fusion Method for Micro-Expression Recognition. Pattern Recognition (PR). 2022(22):108275.

6.          Ling Zhou, Xiuyan Shao, Qirong Mao. A survey of micro-expression recognition. Image and Vision Computing(IMVIS). 2021(105):104043.

7.          Ling Zhou, Qirong Mao, Luoyang Xue. Dual-Inception Network for Cross-Database Micro-Expression Recognition. IEEE International Conference on Automatic Face & Gesture Recognition. 2019:1-5.

8.          Ling Zhou, Qirong Mao, Luoyang Xue. Cross-Database Micro-Expression Recognition: A Style Aggregated and Attention Transfer Approach. IEEE International Conference on Multimedia & Expo. 2019: 102-107.

9.          Lijian Gao, Ling Zhou, Qirong Mao, Ming Dong. Adaptive Hierarchical Pooling for Weakly-supervised Sound Event Detection. The 2022 ACM International Conference on Multimedia (MM). 2022:1779-1787.

10.      Yan Xi, Qirong Mao, Ling Zhou. Weighted contrastive learning using pseudo labels for facial expression recognition. The Visual Computer. 2022,10.1007/s00371-022-02642-8.

11.      Yunfeng He, Ling Zhou, Junqing Yu, Tao Xu, Tao Guan. Image retrieval method based on local feature aggregation. Journal of Computers. 2011, 34(11): 2224-2233. (Chinese)