方智文

姓名 / Name：方智文 / Zhiwen Fang

职称 / Job title：副教授 / Associate Professor

联系邮箱 / Email：fzw310@qq.com

v 学习经历/EDUCATION：

09/2000 – 06/2004 学士 / Bachelor 北京航空航天大学自动化学院 / School of Automation Science and Electrical Engineering, Beihang University

09/2005 – 01/2008 硕士 / Master  北京航空航天大学自动化学院 / School of Automation Science and Electrical Engineering, Beihang University

09/2012 – 03/2017 博士 / Ph.D. 华中科技大学自动化学院 / School of Automation, Huazhong University of Science and Technology

v 工作经历/ WORK EXPERIENCE：

09/2017 – 09/2018 博士后 / Research Fellow 新加坡南洋理工大学 / Institute for Media Innovation, Nanyang Technological University, Singapore

10/2018 – 06/2019 研究员 / Scientist  新加坡ASTAR高性能研究所 / Institute of High-Performance Computing (IHPC), ASTAR, Singapore

07/2019 – 至今  副教授 / Associate Professor 南方医科大学生物医学工程学院 / School of Biomedical Engineering, Southern Medical University, Guangzhou, China

v 研究方向/RESEARCH INTEREST：

行为异常分析 / Anomaly detection、行为质量评价/ Action Assessment、注意力评价 / Gaze estimation、医学图像分割 / Medical image segmentation

v 主要学术任职：

Associate Editor: The visual computer，IET Image Processing；

IEEE senior member；

Area Chair: IJCAI 2025,IJCNN 2025;

广东省医学装备学会医工转化分会常务委员

v 主要获奖情况：

科研奖励：2009年 北京市科学技术奖三等奖

指导学生竞赛国家级奖励：

  2022年, 2024年 全国大学生生物医学工程创新设计竞赛国家三等奖；

  2021年 泰迪杯数据挖掘挑战赛国家三等奖；

  2015年 全国电子设计大赛国家二等奖；

教学比赛：2019年 院级教学比赛一等奖、校级教学比赛三等奖

v 主要科研课题：

2025-2027广东省自然科学基金区域联合基金-地区培育项目(Guangdong Basic and Applied Basic Research Foundation) 研究方向：技能评价 主持

2024-2027 国家自然科学基金面上项目(National Natural Science Foundation of China) 研究方向：行为异常检测/评价, 主持  

2023-2025 广东省自然科学基金面上项目(Guangdong Basic and Applied Basic Research Foundation) 研究方向：行为异常检测, 主持

2022-2024 广州市科技计划项目(Science and Technology Program of Guangzhou)研究方向：行为异常检测，主持  

2018-2020 国家自然科学基金青年项目(National Natural Science Foundation of China) 研究方向：目标跟踪，主持

v 代表性论文/ PUBLICATIONS：

[1] Chizhuo Xiao, Yang Xiao, Joey TianYi Zhou, Zhiwen Fang*, “Multilingual-Prompt-Guided Directional Feature Learning for Weakly Supervised Video Anomaly Detection”, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 (accepted，IF=18.6，SCI期刊：JCR Q1区，中科院1区，中科院top期刊)

[2] Luo Zhuang, Xiao Yang, Yang Feng*, Joey Tianyi Zhou, Zhiwen Fang*. “Rhythmer: Ranking-based Skill Assessment with Rhythm-aware Transformer”. IEEE Transactions on Circuits and Systems for Video Technology, 2025, 35(1): 259-272. (IF=11.1，SCI期刊：JCR Q1区,中科院1区，中科院top期刊)

[3] Jiafei Liang, Yang Xiao, Joey Tianyi Zhou, Feng Yang, Ting Li*, Zhiwen Fang*. “C²Net: content-dependent and-independent cross-attention network for anomaly detection in videos”. Applied Intelligence, 2024, 54(2): 1980-1996. (IF=3.5, 中科院2区)

[4] Jinting Wang, Jiafei Liang, Yang Xiao, Joey Tianyi Zhou, Zhiwen Fang*, Feng Yang*. “TaiChiNet: Negative-Positive Cross-Attention Network for Breast Lesion Segmentation in Ultrasound Images”. IEEE Journal of Biomedical and Health Informatics, 2024,28(3): 1516 - 1527. (IF=6.8, SCI期刊：JCR Q1区，中科院1区，中科院top期刊))

[5] Jinting Wang, Yujiao Tang, Yang Xiao, Joey Tianyi Zhou, Zhiwen Fang*, Feng Yang*. “GREnet: Gradually REcurrent Network with Curriculum Learning for 2D Medical Image Segmentation”. IEEE Transactions on Neural Networks and Learning Systems, 2023, online：1-15. （IF=14.255，SCI期刊：JCR Q1区，中科院1区，中科院top期刊）

[6] 梁家菲,李婷,杨佳琪,李亚楠,方智文*, 杨丰.“融合自注意力和自编码器的视频异常检测算法”.中国图象图形学报.2023, 28(4): 1029-1040 (2024年度优秀论文)

[7] Zhiwen Fang, Zhiguo Cao, Yang Xiao, Kaicheng Gong, Junsong Yuan. “MAT: multianchor visual tracking with selective search region,” IEEE Transactions on Cybernetics, 2022, 52(7): 7136-7150. （IF=19.118，SCI期刊：JCR Q1区，中科院1区，中科院top期刊）

[8] Zhiwen Fang, Jiafei Liang, Joey Tianyi Zhou, Yang Xiao, Feng Yang. “Anomaly Detection With Bidirectional Consistency in Videos,” IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(3): 1079-1092. （IF=14.255，SCI期刊：JCR Q1区，中科院1区，中科院top期刊）

[9] Jiafei Liang, Zhou Yue，Feng Yang, Zhiwen Fang*. “Augmented Video-independent Regularity for Efficient Video Anomaly Detection: An Edge AI Application,” 3rd Workshop on Efficient Artificial Intelligence for Edge Computing on ICDCS 2022, 2022: 151-156. (Best Paper Award, EI会议：CCF B区)

[10] Zhiwen Fang, Joey Tianyi Zhou, Yang Xiao, Yanan Li, Feng Yang. Multi-Encoder towards Effective Anomaly Detection in Videos,” IEEE Transactions on Multimedia, 2021, 23: 4106-4116. （IF=8.182，SCI期刊：JCR Q1区，中科院1区，中科院top期刊）

[11] Hongyuan Zhu, Yi Cheng, Xi Peng, Joey Tianyi Zhou, Zhao Kang, Shijian Lu, Zhiwen Fang*, Liyuan Li and Joo-Hwee Lim. “Single-Image Dehazing via Compositional Adversarial Network,” IEEE Transactions on Cybernetics, 2021. 51(2), 829-838. (IF=19.118，SCI期刊：JCR Q1区，中科院1区，中科院top期刊)

[12] Joey Tianyi Zhou, Le Zhang, Du Jiawei, Xi Peng, Zhiwen Fang, Zhe Xiao, Hongyuan Zhu. “Locality-Aware Crowd Counting,” IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 44(7): 3602-3613. (IF=24.314，SCI期刊：JCR Q1区，中科院1区，中科院top期刊)

[13] Zhiwen Fang，Zhou Yue，Weiyuan Liu，Feng Yang. “Image Denoising for Efficient Anomaly Detection in Video”. 2020 IEEE 40th International Conference on Distributed Computing Systems (ICDCS). IEEE, 2020: 1376-1382. （EI会议：CCF B区）

[14] Guilei Hu, Yang Xiao, Zhiguo Cao, Lubin Meng, Zhiwen Fang and Joey Tianyi Zhou. “Towards real-time eyeblink detection in the wild: Dataset, theory and practices,” IEEE Transactions on Information Forensics and Security, 2019, 15: 2194-2208. (IF=7.231, SCI期刊：JCR Q1区，中科院1区，中科院top期刊)

[15] Zhiwen Fang, Junsong Yuan, and Nadia Magnenat Thalmann. “Understanding Human-Object Interaction in RGB-D videos for Human Robot Interaction,” Proceedings of Computer Graphics International 2018. ACM, 2018: 163-167.（EI会议：CCF C区）

[16] Zhiwen Fang, Zhiguo Cao, Yang Xiao, and Hao Lu, “Refine BING using Effective Cascade Ranking,” Applied Soft Computing, 2017, 52: 487-500. (IF=8.263, SCI期刊：JCR Q1区，中科院2区，中科院top期刊)

[17] Zhiwen Fang, Zhiguo Cao, Yang Xiao, Lei Zhu, and Junsong Yuan, “Adobe Boxes: Locating Object Proposals Using Object Adobes,” IEEE Transactions on Image Processing, 2016, 25(9): 4116-4128. (IF=11.041, SCI期刊：JCR Q1区，中科院1区，中科院top期刊)