I’m a first-year PhD student from the School of Computer Science, Shanghai Jiaotong University. I received my Master’s degree from Nankai University and my Bachelor’s degree from Xidian University in 2017 and 2021, respectively. I am very fortunate to be advised by Prof. Wei Shen.
My research interests lie in the fields of computer vision and deep learning, with a particular focus on image-text multi-modal learning, semantic segmentation, and label distribution learning. I am driven by the challenge of creating models that can understand and generate meaningful representations from complex, multi-modal scenes. Please feel free to contact me through email: changsong@sjtu.edu.cn.
📖 Educations
- 2024.09 - 2028.06 (now), PhD student of Shanghai Jiaotong University.
- 2021.09 - 2024.06, Master student of Nankai University.
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2017.09 - 2021.07, Undergraduate student of Xidian University.
🔥 News
- 2025.02: 🎉🎉 three paper are accepted by CVPR 2025.
- 2023.07: 🎉🎉 One paper is accepted by ICCV 2023.
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2023.03: 🎉🎉 One paper is accepted by CVPR 2023.
🎖 Honors and Awards
- 2023.10 National Scholarship.
- 2022.11 Gongneng Scholarship of Nankai University.
- 2021.11 Recommended Scholarship of Nankai University.
- 2021.07 Outstanding Graduates Awards.
- 2020.10 Special Scholarship of Xidian University.
📝 Publications
[Domain Generalization in CLIP via Learning with Diverse Text Prompts]
Changsong Wen, Zelin Peng, Yu Huang, Xiaokang Yang, Wei Shen
[Retaining Knowledge and Enhancing Long-Text Representations in CLIP through Dual-Teacher Distillation]
Yuheng Feng*, Changsong Wen*, Zelin Peng, Li jiaye, Siyu Zhu
[Understanding Fine-tuning CLIP for Open-vocabulary Semantic Segmentation in Hyperbolic Space]
Zelin Peng, Zhengqin Xu, Zhilin Zeng, Changsong Wen, Yu Huang, Menglin Yang, Feilong Tang, Wei Shen
Ordinal Label Distribution Learning
Changsong Wen, Xin Zhang, Xingxu Yao, Jufeng Yang
DIP: Dual Incongruity Perceiving Network for Sarcasm Detection
Changsong Wen*, Guoli Jia*, Jufeng Yang