研究领域

主要研究方向为图像处理、模式识别以及智能系统理论与应用

论文与著作

(1) Bin Sun, Zuxiang Long, Ziyu Ma and Shutao Li, "Cascade Fusion and Correlation Enhancement for Knowledge Distillation," in IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109/TNNLS.2025.3539991

(2) Duanjiao Li, Yi Sun, Zhihao Zheng, Feng Zhang, Bin Sun* and Chao Yuan, "A Real-world Large-scale Infrared Image Dataset and Multi-task Learning Framework for Power Line Surveillance," in IEEE Transactions on Instrumentation and Measurement, doi: 10.1109/TIM.2025.3545517.

(3) Yuan Luo, Bin Sun*, Shutao Li and Yulong Hu, "Hierarchical Augmentation and Region-Aware Contrastive Learning for Semi-Supervised Semantic Segmentation of Remote Sensing Images," in IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-11, 2025, Art no. 4401311, doi: 10.1109/TGRS.2024.3521586.

(4) Fuyan Ma, Bin Sun* and Shutao Li, Transformer-Augmented Network With Online Label Correction for Facial Expression Recognition, IEEE Transactions on Affective Computing, vol. 15, no. 2, pp. 593-605, April-June 2024, doi: 10.1109/TAFFC.2023.3285231.

(5) Ziyu Ma, Bin Sun* and Shutao Li, A Two-Stage Selective Fusion Framework for Joint Intent Detection and Slot Filling[J], IEEE Transactions on Neural Networks and Learning Systems, 2024,  doi:10.1109/TNNLS.2022.3202562.

(6) Zuxiang Long, Fuyan Ma, Bin Sun*, Mingkui Tan, Shutao Li, Diversified Branch Fusion for Self-Knowledge Distillation[J], Information Fusion, 2023, 90: 12-22.

(7) Maoqing Hu, Bin Sun*, Xudong Kang, Shutao Li. Multiscale structural feature transform for multi-modal image matching[J]. Information Fusion, 2023, 95:341-354.

(8) Fuyan Ma, Bin Sun* and Shutao Li, Facial Expression Recognition with Visual Transformers and Attentional Selective Fusion[J], IEEE Transactions on Affective Computing, 2023, 14(2):1236-1248.

(9) Qiya Song, Bin Sun* and Shutao Li, Multimodal Sparse Transformer Network for Audio-Visual Speech Recognition[J], IEEE Transactions on Neural Networks and Learning Systems, 2022, doi:10.1109/TNNLS.2022.3163771.

(10) Jiahao Li; Bin Sun*; Shutao Li; Xudong Kang; Semisupervised Semantic Segmentation of Remote Sensing Images With Consistency Self-Training, IEEE Transactions on Geoscience and Remote Sensing[J], 2022, 60(5615811): 1-13

(11) Yu Pei, Bin Sun* and Shutao Li, Multifeature Selective Fusion Network for Real-Time Driving Scene Parsing[J], IEEE Transactions on Instrumentation and Measurement, 2021, 70: 1-12.

(12) Qiaobo Hao, Yu Pei, Rong Zhou, Bin Sun*, Jun Sun, Shutao Li, Xudong Kang, Fusing Multiple Deep Models for In Vivo Human Brain Hyperspectral Image Classification to Identify Glioblastoma Tumor[J], IEEE Transactions on Instrumentation and Measurement, 2021, 70: 1-14.

(13) Ting Xie ,Shutao Li, and Bin Sun*, Hyperspectral Images Denoising via Nonconvex Regularized Low-Rank and Sparse Matrix Decomposition[J], IEEE Transactions on Image Processing, 2020, 29:44-56.

(14) Bin Sun, Shaojun Hua, Shutao Li, Jun Sun. Graph-matching-based Character Recognition for Chinese Seal Images[J], Science China：Information Sciences, 2019, 62(9):1-14.

(15) Bin Sun, Xudong Kang, Shutao Li, Jón Atli Benediktsson. Random-Walker-Based Collaborative Learning for Hyperspectral Image Classification[J], IEEE Transactions on Geoscience and Remote Sensing, 2017, 55(1) : 212-222.  

(16) Bin Sun, Shutao Li, Xiao-Ping Zhang, Jun Sun. Blind Bleed-Through Removal for Scanned Historical Document Image with Conditional Random Fields[J]. IEEE Transactions on Image Processing, 2016, 25(12): 5702-5712.

(17) Bin Sun, Shutao Li, Jun Sun. Scanned Image Descreening with Image Redundancy and Adaptive Filtering[J]. IEEE Transactions on Image Processing, 2014, 23(8): 3698-3710.

荣誉与奖励

(1) 湖南省自然科学一等奖，“高分辨高光谱图像高效识别理论方法”，排4，2021年

(2) 湖南大学首届杰出博士后，2019年

(3) ACM MutiMedia 多模态群体行为分析挑战赛，眼神交流检测赛道冠军，第一指导教师，2024（CCF A类会议）

(4) ACM MutiMedia 多模态群体行为分析挑战赛，说话人预测赛道冠军，第一指导教师，2023（CCF A类会议）

(5) ACM MutiMedia 多模态群体行为分析挑战赛，眼神交流检测和说话人预测双赛道冠军，第一指导教师，2022（CCF A类会议）

(6) ACL2022医疗视频理解竞赛挑战赛，医疗视频分类冠军，第一指导教师，2022（CCF A类会议）

(7) ACL2022社交媒体主题情感分析挑战赛，情感分类和性格与人际反应指数预测双赛道冠军，第一指导教师，2022（CCF A类会议）

(8) AAAI2022科学文档理解挑战赛，4种单语种缩略词消歧赛道冠军，第一指导教师，2022（CCF A类会议）