姓名： 万俊
籍贯： 安徽安庆
系： 信息系
E-mail：junwan2014@whu.edu.cn
个人经历：
2019年6月博士毕业于武汉大学计算机学院，
2019年7月到2021年10月在深圳大学计算机与软件学院进行博士后研究。
2021年11月至今在中南财经政法大学信息工程学院担任年薪制副教授。
2025年3月到2026年3月在新加坡南洋理工大学计算与数据科学学院陶大程老师组担任访问学者。
学术主页:
谷歌学术: https://scholar.google.com/citations?user=HETuoUQAAAAJ&hl=zh-CN&oi=sra
Dblp: https://dblp.org/pid/69/6563-5.html
Github: https://github.com/junwan2014
研究方向：
计算机视觉、机器学习、深度学习、人脸对齐、图像描述生成、图像复原
讲授课程：数据结构
硕士招生：
学术型硕士：管理科学与工程，计算机科学与技术
专业硕士：电子信息
为学生配备计算机视觉工作站和服务器进行科学研究，请有意向的同学尽早联系，复试录取之后即可申请进入项目组学习。
欢迎本校大二、大三品学兼优学生进入项目组学习。
个人简介：
IEEE会员，CCF会员。在国内外顶级会议和期刊上经发表论文六十余篇，其中包括IEEE TIP，IEEE TNNLS，IEEE TCYB, IEEE TKDE, IEEE TFS，Neural Networks, Pattern Recognition, Information Science, Information Processing and Management，计算机学报和电子学报等。主持项目三项，其中国家自然科学基金青年基金一项，广东省自然科学基金一项和中国博士后基金一项。
项目组与武汉大学，深圳大学常年合作，招收对深度学习和计算机视觉技术感兴趣的学生，欢迎编程能力和数学成绩优秀的各年级学生参与课题研究。一经录取，你将得到一流的学术指导或真实项目锻炼机会。成果优秀者可推荐至武汉大学、深圳大学和国外名校攻读博士学位，或进入腾讯、字节跳动等公司工作。
学生要求：态度第一！兴趣第一！努力第一！
主持项目：
1. 国家自然科学基金青年基金(2021.01-2023.12)-基于高阶信息的热力图回归人脸特征点检测-62002233-24 万元
2. 湖北省自然科学基金面上项目(2025.1-2027.12)-基于动态神经网络的图像描述生成-2024AFB992-8万元
3. 广东省自然科学基金(2020.01-2022.12)-基于热力图回归的无约束人脸对齐算法研究-2019A1515111121-10 万元
4. 中国博士后基金-基于高阶信息的无约束人脸对齐算法-2020M672802-8 万元
专利：
1. 李晶，万俊，常军，吴玉佳，肖雅夫 -一种基于由粗到细脸部形状估计的人脸对齐方法 (CN108446672B )-2018
2. 周杰，高灿，万俊 -材质分类方法、装置、电子设备及存储介质 (CN114677539A)-2022
学术论文：
2025年
1.Dong Ren, Yang Liu, Hang Sun, Lefei Zhang, Jun Wan: Hierarchical Heterogeneous Geometric Foreground Perception Network for Remote Sensing Object Detection. IEEE Trans. Geosci. Remote. Sens. 63: 1-17 (2025). (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：8.2).
2.Hang Sun, Zhaoru Yao, Bo Du, Jun Wan, Dong Ren, Lyuyang Tong: Spatial-Frequency Residual-Guided Dynamic Perceptual Network for Remote Sensing Image Haze Removal. IEEE Trans. Geosci. Remote. Sens. 63: 1-16 (2025). (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：8.2).
3. Yujia Wu, Jun Wan: A survey of text classification based on pre-trained language model. Neurocomputing 616: 128921 (2025). (CCF C 类期刊, 中科院二区，JCR 一区，top 期刊，影响因子：5.779).
4. Tong Liu, Jing Li, Jia Wu, Bo Du, Yibing Zhan, Dapeng Tao, Jun Wan, Facial Expression Recognition with Heatmap Neighbor Contrastive Learning, IEEE Transactions on Multimedia, 2025. (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：8.4).
5. Zhongwei Huang, Jianqiang Li, Jiatao Yang, Jun Wan, Jianxia Chen, Zhi Yang, Ming Shi, Ran Zhou, Haitao Gan, Adaptive feature selection with flexible mapping for diagnosis and prediction of Parkinson's disease, Engineering Applications of Artificial Intelligence 146, 110342, 2025. (中科院一区，影响因子：7.5 ).
2024年
1.Tianpeng Liu, Jing Li, Jia Wu, Lefei Zhang, Jun Chang, Jun Wan, Lezhi Lian: Tracking With Saliency Region Transformer. IEEE Trans. Image Process. 33: 285-296 (2024). (CCF A 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：10.6).
2.Tong Liu, Jing Li, Jia Wu, Bo Du, Jun Wan, Jun Chang: Confusable facial expression recognition with geometry-aware conditional network. Pattern Recognit. 148: 110174 (2024). (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：8.518).
3. Wenwen Min, Zhiceng Shi, Jun Zhang, Jun Wan, Changmiao Wang: Multimodal contrastive learning for spatial gene expression prediction using histology images. Briefings Bioinform. 25(6) (2024). (SCI, 影响因子：6.8)
4. Beihang Song, Jing Li, Jia Wu, Shan Xue, Jun Chang, Jun Wan: Single-stage oriented object detection via Corona Heatmap and Multi-stage Angle Prediction. Knowl. Based Syst. 295: 111815 (2024). (CCF C类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：8.8).
5. Yangbo Wang, Jie Zhou, Jianglin Lu, Jun Wan, Can Gao, Qingshui Lin: Robust Self-expression Learning with Adaptive Noise Perception. Pattern Recognit. 155: 110695 (2024). (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：8.518).
6. Hang Sun, Zhiming Luo, Dong Ren, Bo Du, Laibin Chang, Jun Wan: Unsupervised multi-branch network with high-frequency enhancement for image dehazing. Pattern Recognit. 156: 110763 (2024). (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：8.518).
7. Jun Wan, He Liu, Yujia Wu, Zhihui Lai, Wenwen Min, Jun Liu: Precise facial landmark detection by Dynamic Semantic Aggregation Transformer. Pattern Recognit. 156: 110827 (2024). (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：8.518).
8. Beihang Song, Jing Li, Jia Wu, Jun Chang, Jun Wan: Direction Prediction Redefinition: Transfer Angle to Scale in Oriented Object Detection. IEEE Trans. Circuits Syst. Video Technol. 34(12): 12894-12906 (2024). (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：8.3).
9. Jie Zhou, Can Gao, Xizhao Wang, Zhihui Lai, Jun Wan, Xiaodong Yue: Typicality-Aware Adaptive Similarity Matrix for Unsupervised Learning. IEEE Trans. Neural Networks Learn. Syst. 35(8): 10776-10790 (2024). (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：14.255).
10. Yujia Wu, Jun Wan: Word and Character Semantic Fusion by Pretrained Language Models for Text Classification. IJCNN 2024: 1-8. (CCF C类会议).
11. 孙航，付秋月，李勃辉，但志平，余梅，万俊，基于跨层注意力特征交互和多尺度通道注意力的单幅图像去雾网络，电子学报, 1-16，2024. (EI，国内权威期刊，CCF中文A类).
2023年
1. Jun Wan, Jun Liu, Jie Zhou, Zhihui Lai, Linlin Shen, Hang Sun, Ping Xiong, Wenwen Min: Precise Facial Landmark Detection by Reference Heatmap Transformer. IEEE Trans. Image Process. 32: 1966-1977 (2023). (CCF A 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：10.6).
2.Jie Zhou, Witold Pedrycz, Jun Wan, Can Gao, Zhihui Lai, Xiaodong Yue: Low-Rank Linear Embedding for Robust Clustering. IEEE Trans. Knowl. Data Eng. 35(5): 5060-5075 (2023). (CCF A 类期刊, 中科院二区，JCR 一区，top 期刊，影响因子：8.9, 通讯作者).
3. Jun Wan, Hui Xi, Jie Zhou, Zhihui Lai, Witold Pedrycz, Xu Wang, Hang Sun: Robust and Precise Facial Landmark Detection by Self-Calibrated Pose Attention Network. IEEE Trans. Cybern. 53(6): 3546-3560 (2023). (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：11.8).
4.Tong Liu, Jing Li, Jia Wu, Lefei Zhang, Shanshan Zhao, Jun Chang, Jun Wan: Cross-Domain Facial Expression Recognition via Disentangling Identity Representation. IJCAI 2023: 1213-1221. (CCF A类会议)
5.Hang Sun, Zhiming Luo, Dong Ren, Wei Hu, Bo Du, Wen Yang, Jun Wan, Lefei Zhang: Partial Siamese With Multiscale Bi-Codec Networks for Remote Sensing Image Haze Removal. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023). (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：8.2).
6.Beihang Song, Jing Li, Jia Wu, Bo Du, Jun Chang, Jun Wan, Tianpeng Liu: SRDF: Single-Stage Rotate Object Detector via Dense Prediction and False Positive Suppression. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023). (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：8.2).
7.Hang Sun, Bohui Li, Zhiping Dan, Wei Hu, Bo Du, Wen Yang, Jun Wan: Multi-level Feature Interaction and Efficient Non-Local Information Enhanced Channel Attention for image dehazing. Neural Networks 163: 10-27 (2023). (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：7.8).
8.Zheng Zhang, Jun Wan, Mingyang Zhou, Zhihui Lai, Claudio J. Tessone, Guoliang Chen, Hao Liao: Temporal burstiness and collaborative camouflage aware fraud detection. Inf. Process. Manag. 60(2): 103170 (2023). (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：8.6).
9.Zheng Zhang, Ming-Yang Zhou, Jun Wan, Kezhong Lu, Guoliang Chen, Hao Liao: Spammer detection via ranking aggregation of group behavior. Expert Syst. Appl. 216: 119454 (2023). (CCF C 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：8.5).
10.Hang Sun, Yan Zhang, Peng Chen, Zhiping Dan, Shuifa Sun, Jun Wan, Weisheng Li: Scale-free heterogeneous cycleGAN for defogging from a single image for autonomous driving in fog. Neural Comput. Appl. 35(5): 3737-3751 (2023) (中科院三区，JCR 一区，top 期刊，影响因子：6).
11.但志平，方帅领，孙航，李晶，万俊, 基于双判别器异构CycleGAN框架下多阶通道注意力校准的室外图像去雾, 电子学报, vol 51, no. 9, pp. 2558-2571, 2023. (EI，国内权威期刊，CCF中文A类).
2022年
1. Jun Wan, Zhihui Lai, Jing Li, Jie Zhou, Can Gao: Robust Facial Landmark Detection by Multiorder Multiconstraint Deep Networks. IEEE Trans. Neural Networks Learn. Syst. 33(5): 2181-2194 (2022). (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：14.255).
2. Zheng Zhang, Jun Wan, Ming-Yang Zhou, Kezhong Lu, Guoliang Chen, Hao Liao: Information diffusion-aware likelihood maximization optimization for community detection. Inf. Sci. 602: 86-105 (2022). (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：8.233).
3. Zou Yang, Xiongkai Shao, Jun Wan, Rong Gao, Zhihui Lai: Mixed attention hourglass network for robust face alignment. Int. J. Mach. Learn. Cybern. 13(4): 869-881 (2022). (中科院三区，JCR 一区，影响因子：4.377， 通讯作者).
4. Jie Zhou, Witold Pedrycz, Can Gao, Zhihui Lai, Jun Wan, Zhong Ming: Robust Jointly Sparse Fuzzy Clustering With Neighborhood Structure Preservation. IEEE Trans. Fuzzy Syst. 30(4): 1073-1087 (2022). (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：12.253).
5. Jinyan Ma, Jing Li, Bo Du, Jia Wu, Jun Wan, Yafu Xiao: Robust face alignment by dual-attentional spatial-aware capsule networks. Pattern Recognit. 122: 108297 (2022). (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：8.518).
6. Xianxu Hou, Xiaokang Zhang, Hanbang Liang, Linlin Shen, Zhihui Lai, Jun Wan: GuidedStyle: Attribute knowledge guided style manipulation for semantic face editing. Neural Networks 145: 209-220 (2022). (CCF B 类期刊, 中科院二区，JCR 一区，top 期刊，影响因子：9.657).
7. Can Gao, Yong Li, Jie Zhou, Witold Pedrycz, Zhihui Lai, Jun Wan, Jianglin Lu: Global structure-guided neighborhood preserving embedding for dimensionality reduction. Int. J. Mach. Learn. Cybern. 13(7): 2013-2032 (2022). (中科院三区，JCR 一区，影响因子：4.377).
2021年
1. Jun Wan, Zhihui Lai, Jun Liu, Jie Zhou, Can Gao: Robust Face Alignment by Multi-Order High-Precision Hourglass Network. IEEE Trans. Image Process. 30: 121-133 (2021). (CCF A 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：10.6).
2. Jun Wan, Zhihui Lai, Linlin Shen, Jie Zhou, Can Gao, Gang Xiao, Xianxu Hou: Robust facial landmark detection by cross-order cross-semantic deep network. Neural Networks 136: 233-243 (2021). (CCF B 类期刊, 中科院二区，JCR 一区，top 期刊，影响因子：9.657).
3. Jinheng Xie, Jun Wan, Linlin Shen, Zhihui Lai: Think About Boundary: Fusing Multi-level Boundary Information for Landmark Heatmap Regression. IJCNN 2021: 1-8. (CCF C类会议).
4. Can Gao, Jie Zhou, Duoqian Miao, Xiaodong Yue, Jun Wan: Granular-conditional-entropy-based attribute reduction for partially labeled data with proxy labels. Inf. Sci. 580: 111-128 (2021). (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：8.233).
5. Jie Zhou, Witold Pedrycz, Xiaodong Yue, Can Gao, Zhihui Lai, Jun Wan: Projected fuzzy C-means clustering with locality preservation. Pattern Recognit. 113: 107748 (2021). (CCF B 类期刊, 中科院一区，JCR 一区，top 期刊，影响因子：8.518).
6. Xiaoqian Yue, Jing Li, Jia Wu, Jun Chang, Jun Wan, Jinyan Ma: Multi-task adversarial autoencoder network for face alignment in the wild. Neurocomputing 437: 261-273 (2021). (CCF C 类期刊, 中科院二区，JCR 一区，top 期刊，影响因子：5.779).
7. Yifei Zhou, Jing Li, Jun Chang, Yafu Xiao, Jun Wan, Hang Sun: Siamese Guided Anchoring Network for Visual Tracking. IJCNN 2021: 1-8. (CCF C类会议).
2020年
1. Jun Wan, Jing Li, Zhihui Lai, Bo Du, Lefei Zhang: Robust face alignment by cascaded regression and de-occlusion. Neural Networks 123: 261-272 (2020). (CCF B 类期刊, 中科院二区，JCR 一区，top 期刊，影响因子：9.657).
2. Haosheng Su, Zhihui Lai, Ning Liu, Jun Wan: Nuclear-Norm-Based Jointly Sparse Regression for Two-Dimensional Image Regression. PRCV (3) 2020: 355-368. (会议).
3. Zhenyang Su, Jing Li, Jun Chang, Chengfang Song, Yafu Xiao, Jun Wan: Learning spatial-temporally regularized complementary kernelized correlation filters for visual tracking. Multim. Tools Appl. 79(33-34): 25171-25188 (2020). (中科院四区，JCR 一区，影响因子：2.577).
2019年及以前
1. Jun Wan, Jing Li, Jun Chang, Yujia Wu, Yafu Xiao, Xuefei Li, Hao Zheng: Face alignment by Component Adaptive Mechanism. Neurocomputing 329: 227-236 (2019). (CCF C 类期刊, 中科院二区，JCR 一区，top 期刊，影响因子：5.779).
2. 万俊, 李晶, 常军, 吴玉佳, 肖雅夫, ‘‘基于局部形状组合模型的人脸对齐", 计算机学报, 2018, 41, 9, pp. 2162-2174. (CCF A 类期刊(中文)).
3. Jun Wan, Jing Li, Jun Chang, Yujia Wu, Yafu Xiao, “Face Alignment by Coarse-to-Fine Shape Estimation", 电子学报英文版, 2018, Vol 27, no. 6, pp. 1183-1191. (国内顶级期刊).