研究生招生动态
欢迎已做好决心全力以赴的同学加入团队；犹豫不决或随波逐流的同学请慎重选择
欢迎在各类竞赛中获奖的个人或担任获奖团队核心技术负责人的同学申请；以资源整合为主、缺乏实际技术参与的同学请慎重选择
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本科生团队
欢迎自信且富有责任心的同学加入；对于习惯“等待资料并依赖他人确认才能推进”的同学，请慎重选择。
1、能坚持探索未知领域和算法技术，并具有明确读博目标的同学。
2、对电子设计和电子系统集成有兴趣，并且能够吃苦耐劳的同学
研究方向(Research topics)
智慧教育/Intelligent Education、智慧康养/Smart Health Care
行为异常分析/ Anomaly detection、行为（操作）质量评价/ Action (skill) Assessment、注意力评价/ Gaze estimation、医学图象异常检测/Medical Image Anomaly Detection
部分学术论文(Publications)
Yuiqi Li(2022-Master) et al. "Time-aware latent diffusion enhanced reverse knowledge distillation for medical image anomaly detection with cross-consistency regularization", Medical & Biological Engineering & Computing, 2025, IF=2.9.
Chizhuo Xiao(2022-Master) et al. "Multilingual-Prompt-Guided Directional Feature Learning for Weakly Supervised Video Anomaly Detection", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025, IF=18.6, 一区.
Luo Zhuang(2021-Master) et al. "Rhythmer: Ranking-based Skill Assessment with Rhythm-aware Transformer", IEEE Transactions on Circuits and Systems for Video Technology(TCSVT), 2025, IF=11.1, 一区.
Jiafei Liang(2020-Master) et al. "C2Net: content-dependent and-independent cross-attention network for anomaly detection in videos", Applied Intelligence, 2024, IF=3.5.
梁家菲(2020-Master) et al. "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, 2022, 年度优秀论文.
Jiafei Liang(2020-Master) et al. "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, Best Paper Award.
Jinting Wang(2020-Master) et al. "TaiChiNet: Negative-Positive Cross-Attention Network for Breast Lesion Segmentation in Ultrasound Images", IEEE Journal of Biomedical and Health Informatics(JBHI), 2024, IF=6.8, 一区.
Jinting Wang(2020-Master) et al. "GREnet: Gradually REcurrent Network with Curriculum Learning for 2D Medical Image Segmentation", IEEE Transactions on Neural Networks and Learning Systems(TNNLS), 2024, IF=14.255, 一区.
Kangfu Han(2021-Doctor) et al. "Multi-Template Meta-Information Regularized Network for Alzheimer’s Disease Diagnosis using Structural MRI", IEEE Transactions on Medical Imaging(TMI), 2024, IF=8.9, 一区.
项目 (Projects)
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)
2024-2027 国家自然科学基金面上项目(National Natural Science Foundation of China)
2023-2025 广东省自然科学基金面上项目(Guangdong Basic and Applied Basic Research Foundation)
2022-2024 广州市科技计划项目(Science and Technology Program of Guangzhou)
2018-2020 国家自然科学基金青年项目(National Natural Science Foundation of China)
联系方式 (Contact Information)
Email: fzw310@smu.edu.cn