[1] Jian-Nan Su (学生), Min Gan, Guang-Yong Chen*, Jia-Li Yin, and C. L. Philip Chen. Global Learnable Attention for Single Image Super-Resolution. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45(7): 8453-8465. (中科院一区SCI期刊论文，CCF-A期刊，IF: 23.6)
[2] Zishu Yao (学生), Xiang-Xiang Su, Shengning Zhou, Guang-Yong Chen*, Guodong Fan, Xing Chen. BiEvLight: Bi-level Learning of Task-Aware Event Refinement for Low-Light Image Enhancement[C]. IEEE/CVF Conference o In Computer Vision and Pattern Recognition, 2026. (CCF-A类会议)
[3] Huilang Xu (学生), Xiang-Xiang Su , Simin Chen, Guang-Yong Chen *, Xing Chen. Bridging Optimization and Neural Networks for Efficient Multi-view Clustering[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2026. (CCF-A类会议)
[4] Wei Dong (学生), Guodong Fan, Fan Zhang, Min Gan, Guang-Yong Chen *, C. L. Philip Chen. SAFAformer: Scale-Aware Frequency-Adaptive Guidance for Nighttime Flare Removal[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2026, 36(1): 93-105. (中科院一区SCI期刊论文，IF: 8.4)
[5] Guang-Yong Chen, Chao-Wei Zheng, Guodong Fan, Jian-Nan Su, Min Gan, C. L. Philip Chen. Real-World Image Reflection Removal: An Ultra-High-Definition Dataset and an Efficient Baseline. IEEE Transactions on Circuits and Systems for Video Technology, 2025, 35(5): 4397-4408. (中科院一区SCI期刊论文，IF: 8.4)
[6] Guang-Yong Chen, Wei Dong, Guodong Fan, Jian-Nan Su, Min Gan, C. L. Philip Chen. LPFSformer: Location Prior Guided Frequency and Spatial Interactive Learning for Nighttime Flare Removal. IEEE Transactions on Circuits and Systems for Video Technology, 2025, 35(4):3706-3718. (中科院一区SCI期刊论文，IF: 8.4)
[7] Guang-Yong Chen, Wu-Ding Weng, Jian-Nan Su, Min Gan, CL Philip Chen. Dynamic Degradation Intensity Estimation for Adaptive Blind Super-Resolution: A Novel Approach and Benchmark Dataset. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(6): 4762-4772. (中科院一区SCI期刊论文，IF: 8.4)
[8] Jian-Nan Su (学生), Min Gan, Guang-Yong Chen*, Wenzhong Guo, CL Philip Chen.High-Similarity-Pass Attention for Single Image Super-Resolution.IEEE Transactions on Image Processing, 2024, 33: 610-624. (中科院一区SCI期刊论文，CCF-A期刊，IF: 10.6)
机器学习优化算法
[1]. Guang-Yong Chen, Xiang-Xiang Su, Min Gan, Peng Xue, Yi Liao, C. L. Philip Chen. An Efficient Algorithm for Nonlinear Regression Problems with Huber Loss,IEEE Transactions on Automatic Control, 2026. (自动化领域旗舰刊物)
[2] Xiang-Xiang Su (学生), Guang-Yong Chen*, Peng Xue, Min Gan, Jing Chen, Wen-Zhong Guo, C. L. Philip Chen. Towards Efficient Optimization of Sparse Regularized Separable Nonlinear Problems: A Novel Decoupled Strategy, Automatica, 2026. (自动化领域旗舰刊物)
[3] Guang-Yong Chen, Hui-Lang Xu, Min Gan, Xing Chen, C. L. Philip Chen Riemannian Acceleration for Sparse PCA with Separable Structure and Second-Order Information Exploration, IEEE Transactions on Image Procssing, 2026.
[4] Guang-Yong Chen, Peng Xue, Min Gan, Jing Chen, Wen-Zhong Guo, C. L. Philip Chen. Variable Projection Algorithms: Theoretical Insights and A Novel Approach for Problems with Large Residual, Automatica, 2025. (自动化领域旗舰刊物)
[5] Guang-Yong Chen, Xiang-Xiang Su; Min Gan; Wenzhong Guo; C. L. Philip Chen; Robust Variable Projection Algorithm for The Identification of Separable Nonlinear Models, IEEE Transactions on Automatic Control, 2024, 69(9): 6293-6300.(自动化领域旗舰刊物)
[6] Guang-Yong Chen, Min Gan, Jing Chen, and Long Chen. Embedded Point Iteration Based Recursive Algorithm for Online Identification of Nonlinear Regression Models.IEEE Transactions on Automatic Control, 2023, 68(7): 4257-4264. (自动化领域旗舰刊物)
[7] Guang-Yong Chen, Min Gan, C. L. Philip Chen, Han-Xiong Li. A Regularized Variable Projection Algorithm for Separable Nonlinear Least Squares Problems. IEEE Transactions on Automatic Control，2021, 64(2): 526-537.(自动化领域旗舰刊物)
[8] Guang-Yong Chen，Min Gan, and C. L. Philip Chen. Online identification of nonlinear system with separable structure. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(6):8695-8701.
学生培养：
2022级：翁武定（同济读博）、薛鹏（本校读博）、郑朝伟（兴业银行，国企）、阮野（公安部交通管理科学研究所）、林锌（福建省三钢，国企）
2023级：陈炳元（福建省地震局）、蔡建龙（腾讯）、董巍（明略科技）、汤玉林（中冶赛迪，国企）、史瑞林（亿纬锂能）
