姓名： 万俊
籍贯： 安徽安庆
系： 信息系
民族： 汉
E-mail：junwan2014@whu.edu.cn
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
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。
个人简介：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与安全工程学院担任年薪制副教授，IEEE会员，CCF会员。在国内外顶级会议和期刊上经发表论文三十余篇，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. 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
3. 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：
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).
2023
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
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
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
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).