I am currently a third-year master’s student under the supervision of Prof. Ling Wang at the School of Information and Communication Engineering, University of Electronic Science and Technology of China (UESTC) in Chengdu, China, where I will graduate and receive my M.Eng. degree. Prior to that, I received my B.Sc. degree in Electronic Information Science and Technology from the School of Physics of UESTC in Jun. 2021. Concurrently I obtained a B.B.A. degree in Business Administration from the School of Management and Economics of UESTC at the same period. Looking toward the future, I am honored to have the opportunity to pursue a Ph.D. degree under the supervision of Prof. Jingcai Guo, with Department of Computing at Hong Kong Polytechnic University in Hong Kong SAR, starting in Sep. 2024.
My research interest includes Computer Vision, Human Action Recognition, Zero/Few-shot Learning and AI+Healthcare. If you share similar interests or are open to discussing academic research, please feel free to email me at csychen@std.uestc.edu.cn. I believe this form of mutual learning will create new opportunities for interesting research, benefiting all of us.
📖 Educations
- 2021.09 - 2024.06 (now), M.Eng., University of Electronic Science and Technology of China, Chengdu, China (Supervisor: Prof. Ling Wang)
- 2018.09 - 2021.06, B.B.A., University of Electronic Science and Technology of China, Chengdu, China
- 2017.09 - 2021.06, B.Sc., University of Electronic Science and Technology of China, Chengdu, China
🔥 News
- 2023.12: 🎉🎉 I am admitted to the Ph.D. program at Hong Kong Polytechnic University, under the supervision of Prof. Jingcai Guo.
- 2023.10: 🎉🎉 One paper has been accepted by BIBM 2023!
- 2023.10: 🎉🎉 One paper has been accepted by Journal of Visual Communication and Image Representation (JVCIR)!
- 2023.10: 🎉🎉 One paper has been accepted by Engineering Applications of Artificial Intelligence (EAAI)!
- 2023.04: 🎉🎉 One paper has been accepted by EMBC 2023!
📝 Publications
PLFormer: Prompt Learning for Early Warning of Unplanned Extubation in ICU
Yang Chen, Tian He, Xu Gao, Hong Cheng, Ling Wang*
IEEE International Conference on Bioinformatics and Biomedicine (BIBM23, CCF-B), 2023.
Contribution: We design a PLFormer approach based on spatial-temporal prior knowledge prompts related to patients’ actions to strategically optimize and guied the learning process towards significant body parts of patients.
Spatio-Temporal Features for Fast Early Warning of Unplanned Self-Extubation in ICU
Yang Chen, Ling Wang*, Guorong Wang, Shuang Yang, Yingying Wang, MingFang Xiang, Xuan Zhang, Hui Chen, Dekun Hu, Hong Cheng
Engineering Applications of Artificial Intelligence (EAAI, CCF-C, JCR-Q1/中科院1区/IF=8.0), 2023
Contribution: This is the first work for early warning of patients’ unplanned self-extubation behaviours in ICU by non-invasive and non-contacted RGB monitory videos.
Yang Chen, Ling Wang*, Dekun Hu, Hong Cheng
Journal of Visual Communication and Image Representation (JVCIR, CCF-C, JCR-Q2/中科院3区/IF=2.6), 2023.
Contribution: We propose a separable multi-view information fusion module MGL with the property of “plug-and-play” for occlusion challenges in human action recognition.
STformer: Spatial-Temporal Transformer for Early Warning of Unplanned Extubation in ICU
Yang Chen, Shuang Yang, Yingyin Wang, Guorong Wang, Hong Cheng, Ling Wang*
45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC23), 2023.
Contribution: We propose a lightweight STformer based on spatial-temporal self-attention mechanisms to explore ICU patients’ spatial representation and long-term dependency on ICU patients’ fine-grained actions.
Patents
-
A Method for Optimizing Dietary Energy Intake in Cancer Patients (一种肿瘤患者膳食能量摄入优化方法),
Tian Zhang, Yao Liu, Yang Chen, Ling Wang, Guorong Wang, Jing Qiu, Yufang Ren, Hongyan Zhou, Yuliang Gao, Xianggang Zhang, Min Tang, Kewang Li, Xiaowei Meng, Mingmin Liu, Ling Wang
Public Number: CN 116665843 B, Application Date: 2023-07-28, Public Date: 2023-10-13 -
A Approach for Early Warning of Self-extubation Behavior of ICU Patients Based on RGB Video Monitoring (一种基于RGB视频监控的ICU患者自拔管行为预警方法),
Yang Chen, Ling Wang, Yingyin Wang, Shuang Yang, Guorong Wang,
Application Number: CN202211237998.8, Application Date: 2022-10-10, Public Date: 2023-01-03
🎖 Honors and Awards
- 2023.10 The First Prize Academic Scholarship.
- 2022.10 The Third Prize Academic Scholarship.
- 2022.10 IEEEXtreme 16.0 Programming Winner (Top 13% Globally).
- 2022.04 The Third Prize in the Huawei Software Elite Challenge-2022.
- 2021.10 The First Prize Academic Scholarship.
- 2020.10 The Excellent Academic Scholarship.
- 2020.05 Meritorious Winner in COMAP’S Mathematical Contest in Modeling (Top 6% Globally).
- 2019.10 The Excellent Academic Scholarship.
- 2018.10 The Pacesetter Student Scholarship.
💻 Services
Journal Reviewer
- Reviewer for IEEE Journal of Biomedical and Health Informatics (IEEE JBHI)
- Reviewer for Biomedical Signal Processing and Control (BSPC)
- Reviewer for IEEE Open Journal of the Computer Society (IEEE OJ-CS)
Conference Reviewer
- Medical Image Computing and Computer Assisted Intervention (MICCAI 2024)
- International Conference on Machine Learning (ICML 2024)
- ACM Multimedia (ACM-MM 2024)