About me

I received my Ph.D. degree from the School of Computer Science and Engineering of South China University of Technology, with Prof. Guihua Wen as my supervisor. I received my Master degree from the Yantai University, with Associate Professor Peng Song as my supervisor. I joined Ocean University of China in February 2025 as a key research postdoctoral fellow in the Department of Faculty of Information Science and Engineering of Ocean University of China, with Prof. Yanwei Yu as my supervisor. My research focuses on  affective computing, video image processing, transfer learning, and graph representation learning. I have published more than 16 papers in international journals and conferences such as IEEE TAFFC, IEEE TMM, IEEE TCSVT, IEEE TCDS, IEEE JBHI, Neural Networks, ESWA, NeurIPS, IJCAI and ICASSP. I serve as a reviewer for journals and conferences such as IEEE TAFFC, IEEE TCSVT, IEEE TNNLS, IEEE TCDS, Neural Networks, and AAAI 2024.

Publications:(# First author *Corresponding author)

[1]Dongliang Chen#, Peng Song*, Wenming Zheng. Learning Transferable Sparse Representations for Cross-Corpus Facial Expression Recognition. IEEE Transactions on Affective Computing, 2023, 14(02): 1322-1333.

[2]Dongliang Chen#, Guihua Wen*, Pengcheng Wen, Pei Yang, Rui Chen, Cheng Li. Cross-Domain Sample Relationship Learning for Facial Expression Recognition. IEEE Transactions on Multimedia, 2024, 26, 3788-3798.

[3]Dongliang Chen#, Guihua Wen*, Huihui Li, Rui Chen, Cheng Li. Multi-Relations Aware Network for In-the-Wild Facial Expression Recognition. IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33(8): 3848-3859.

[4]Dongliang Chen#, Guihua Wen*, Huihui Li, Pei Yang, Chuyun Chen, Bao Wang. CFAN-SDA: Coarse-Fine Aware Network With Static-Dynamic Adaptation for Facial Expression Recognition in Videos. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(12): 13507-13517.

[5]Dongliang Chen#, Guihua Wen*, Huihui Li, Pei Yang, Chuyun Chen, Bao Wang. CDGT: Constructing Diverse Graph Transformers for Emotion Recognition from Facial Videos. Neural Networks, 2024, 179: 106573.

[6]Dongliang Chen#, Guihua Wen*, Huihui Li, Pei Yang, Chuyun Chen, Bao Wang. Multi-geometry Embedded Transformer for Facial Expression Recognition in Videos. Expert Systems with Applications, 2024,249, Part B,123635.

[7]Dongliang Chen#, Peng Song*. Dual-Graph Regularized Discriminative Transfer Sparse Coding for Facial Expression Recognition. Digital Signal Processing, 2021, 108:102906.

[8]Dongliang Chen#, Peng Song*, Wenjing Zhang, Weijian Zhang, Bingui Xu, Xuan Zhou. Robust Transferable Subspace Learning for Cross-Corpus Facial Expression Recognition. IEICE TRANSACTIONS on Information and Systems, 2020, 103(10), 2241-2245.