已发表论文40育篇，其中，SCI检索30余篇。近几年主要论文如下：

[1] Wen Li, Wing W.Y. Ng, Hengyou Wang, Jianjun Zhang, Cankun Zhong(*). Robust Graph Representation Learning with Asymmetric Debiased Contrasts. Expert Systems With Applications, 2025, 269，pp: 126345. (SCI)

[2] Hengyou Wang, Xiao Li, Lianzhi Huo(*), Changmiao Hu. Global and Edge Enhanced Transformer for Semantic Segmentation of Remote Sensing. Applied Intelligence, 2024, 54 (7)，pp: 5658-5673. (SCI)

[3] Wen Li, Hengyou Wang(*), Lianzhi Huo, Qiang He, Linlin Chen, Zhiquan He, Wing W. Y. NG. Low-Rank Matrix Recovery with Total Generalized Variation for Defending Adversarial Examples. Frontiers of Information Technology & Electronic Engineering, 2024, 25 (3)，pp: 432-445. (SCI)

[4] Hengyou Wang(*), Haocheng Li, Xiang Jiang. DMFNet: Deep Matrix Factorization Network for Image Compressed Sensing. Multimedia Systems, 2024, 30 (4)，pp: 191. (SCI)

[5] Hengyou Wang(*), Kani Song, Xiang Jiang, Zhiquan He. ragBERT: Relationship-Aligned and Grammar-Wise BERT Model for Image Captioning. Image and Vision Computing, 2024, 148，pp: 105105. (SCI)

[6] Hengyou Wang(*), Jie Zhang, Lianzhi Huo. Multi-scale Hyperspectral Pansharpening Network Based on Dual Pyramid and Transformer. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17，pp: 19786-19797. (SCI)

[7]Wen Li, Hengyou Wang*, Lianzhi Huo, Qiang He, Changlun Zhang, Robust attention ranking architecture with frequency-domain transform to defend against adversarial samples. Computer Vision and Image Understanding. 233，pp: 103717 (2023)(SCI）

[8] Hengyou Wang, Yanfei Song, Lianzhi Huo, Linlin Chen, Qiang He, Multiscale object detection based on channel and data enhancement at construction sites.  Multimedia system, 2023, 29(1)，pp: 49-58(SCI）

[9] Hengyou Wang, Wen Li, Lujin Hu, Changlun Zhang, Qiang He, Structural smoothness low-rank matrix recovery via outlier estimation for image denoising. Multimedia system,  2022, 28(1)，pp: 241-255(SCI）

[10] Zhiqun Zhao, Hengyou Wang(共同一作), Hao Sun, Jianhe Yuan, Zhongchao Huang, Zhihai He: Removing Adversarial Noise via Low-Rank Completion of High-Sensitivity Points. IEEE Transactions on Image Processing. 2021, 30，pp: 6485-6497 

[11] Hengyou Wang*, Yang Li, Yigang Cen, Zhihai He, Multi-matrices low-rank decomposition with structural smoothness for image denoising, IEEE Transactions on Circuits and Systems for Video Technology, 2020, 30(2)，pp: 349-361. (SCI)

[12] Hengyou Wang, Yigang Cen, Zhiquan He*, Zhihai He, Ruizhen Zhao, Fengzhen Zhang, Reweighted low-rank matrix analysis with structural smoothness for image denoising, IEEE Transactions on Image Processing, 2018, 27(4)，pp: 1777-1792. (SCI)

[13] Hengyou Wang*, Ruizhen Zhao, Yigang Cen*, Liequan Liang, Qiang He, Fengzhen Zhang, Ming Zeng, Low-rank matrix recovery via smooth rank function and its application in image restoration, International Journal of Machine Learning and Cybernetics, 2018, 9 (2018)，pp: 1565-1576. (SCI)

[14] Hengyou Wang, Yigang Cen*, Zhihai He, Ruizhen Zhao, Yi Cen, Fengzhen Zhang, Robust generalized low-rank decomposition of multimatrices for image recovery, IEEE Transactions on Multimedia, 2017, 19(5)，pp: 969-983. (SCI)

[15] Hengyou Wang, Yigang Cen*, Ruizhen Zhao, Viacheslav Voronin, Fengzhen Zhang, Yanhong Wang, Fast smooth rank function approximation based on matrix tri-factorization , Neurocomputing, 2017, 257(2017)，pp: 144-153. (SCI)

[16] Hengyou Wang, Ruizhen Zhao*, Yigang Cen, Rank Adaptive Atomic Decomposition for Low-Rank Matrix Completion and its Application on Image Recovery. Neurocomputing, 2014, 145: 374-380. (SCI)