My primary research focuses on the intersection of vision and language. Currently, I am exploring the application of large language models (LLMs) to tasks involving vision, language, and robotics, such as language-driven video understanding, open-vocabulary multi-label image recognition, and interactional robots. Previously, my work centered on hand detection, hand pose estimation, face recognition, and person re-identification.
You can contact me via e-mail: yangshuo@smbu.edu.cn; yangshuo129@gmail.com.
🔥 News
- 2024.06 😊😊 I graduated from Beijing Institute of Technology (北京理工大学) and got a position as an associate professor at Shenzhen MSU-BIT University (深圳北理莫斯科大学)!
- 2024.02: 🎉🎉 A language-driven action localization paper is accepted by IEEE T-MM 2024 (JCR1, IF=7.3)!
- 2023.12: 🎉🎉 A video visual relationship detection paper is accepted by AAAI 2024 (CCF-A conference)!
- 2023.07: 🎉🎉 A frame-supervised language-driven action localization paper is accepted by ACM MM 2023 (CCF-A conference)!
- 2022.04: 🎉🎉 A language-driven action localization paper is accepted by IJCAI 2022 (CCF-A conference)!
- 2021.06: 😊😊 I attend a new research group under supervised by Prof.Xinxiao Wu.
- 2020.03: 🎉🎉 A person re-identification paper is accepted by CVPR 2020 (CCF-A conference)!
📝 Publications
($\ast$ means equal contribution)
![sym](images/TMM24.png)
![sym](images/CVPR20.png)
High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification
- Guan’an Wang$\ast$, Shuo Yang$\ast$, Huanyu Liu, Zhicheng Wang, Yang Yang, Shuliang Wang, Gang Yu, Jian Sun
![sym](images/TIP18.png)
Joint Hand Detection and Rotation Estimation Using CNN
- Xiaoming Deng, Yinda Zhang, Shuo Yang, Ping Tan, Liang Chang, Ye Yuan, Hongan Wang
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IEEE Transactions on Image Processing (TIP), 27(4):1888-1900, 2018.
Arxiv 2024
, Data-free Multi-label Image Recognition via LLM-powered Prompt Tuning, Shuo Yang, Zirui Shang, Yongqi Wang, Derong Deng, Hongwei Chen, Qiyuan Cheng, Xinxiao Wu Arxiv 2017
, Hand3D: Hand Pose Estimation using 3D Neural Network, Xiaoming Deng$\ast$, Shuo Yang$\ast$, Yinda Zhang$\ast$, Ping Tan, Liang Chang, Hongan Wang Acta Automatica Sinica 2016
, Convolutional neural networks in image understanding, Liang Chang, Xiaoming Deng, Mingquan Zhou, Zhongke Wu, Ye Yuan, Shuo Yang, Hongan Wang 📖 Educations
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2018.09 - 2024.06, Ph.D. in Computer Science, School of Computer Science & Technology, Beijing Institute of Technology.
Advisor: Shuliang Wang(2018.09 - 2021.06) and Xinxiao Wu from 2021.06.
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2014.09 - 2017.07, M.S. in Computer Science, Institute of Software, Chinese Academic of Science.
Advisor: Xiaoming Deng.
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2010.09 - 2014.07, B.S. in Computer Science, School of Information, Beijing Union University.
💻 Experiences
- 2024.06 - now, associate professor at Shenzhen MSU-BIT University, Shenzhen, China.
- 2019.05 - 2020.02, Research intern at Megvii-inc, Beijing, China.
- 2017.07 - 2018.08, Algorithm engineer at JD Finance, Beijing, China.