My primary research focuses on the intersection of vision and language. Currently, I am exploring the tasks involving vision, language, and robotics, such as language-driven video understanding, open-vocabulary image/video understanding, and interactional robots. Previously, my work centered on hand detection, hand pose estimation, face recognition, and person re-identification.
Welcome students who are interested in the research of vision and language, intelligent robots to join us!
You can contact me via e-mail: yangshuo@smbu.edu.cn; yangshuo129@gmail.com.
🔥 News
- 2025.12 🎉🎉 An image-free multi-label image recognition paper is accepted by Pattern Recognition 2026 (中科院一区, JCR Q1, IF=7.6)!
- 2025.06 🎉🎉 An image-text matching paper is accepted by ICCV 2025 (CCF-A conference)!
- 2025.04 🎉🎉 A video visual relationship detection paper is accepted by IJCAI 2025 (CCF-A conference)!
- 2025.04 🎉🎉 A video visual relationship detection paper is accepted by IEEE TPAMI 2025 (CCF-A, 中科院一区, JCR Q1, IF=20.8)!
- 2025.01 🎉🎉 An open-vocabulary multi-label action classification paper is published in 《计算机研究与发展》 2025 (CCF-A Chinese, IF=2.65)!
- 2024.12 🎉🎉 A video Summarization paper is accepted by AAAI 2025 (CCF-A conference)!
- 2024.10 🎉🎉 An image-text matching paper is accepted by IEEE Signal Processing Letter 2024 (JCR Q2, 中科院三区, IF=3.2)!
- 2024.10 🎉🎉 A language-driven action localization paper is accepted by PRCV 2024 (CCF-C conference) !
- 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 TMM 2024 (中科院一区, JCR Q1, 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
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.
计算机研究与发展 2025, 大语言模型知识引导的开放域多标签动作识别, 朱荣江, 石语珩, 杨硕, 王子奕, 吴心筱SPL 2024, Source-free Image-text Matching via Uncertainty-aware Learning, Mengxiao Tian, Shuo Yang$\dagger$, Xinxiao Wu, Yunde JiaPRCV 2024, Efficient Language-Driven Action Localization by Feature Aggregation and Prediction Adjustment, Zirui Shang, Shuo Yang$\dagger$, Xinxiao WuArxiv 2017, Hand3D: Hand Pose Estimation using 3D Neural Network, Xiaoming Deng$\ast$, Shuo Yang$\ast$, Yinda Zhang$\ast$, Ping Tan, Liang Chang, Hongan WangActa 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.