I am a Ph.D. student in the School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences. My supervisors are Prof. Yingfei Sun and Prof. Jungang Xu. I received a B.S. degree from the College of Information Engineering at Northwest A&F University, Shaanxi, China in June 2018.
My research interests include computer vision and multimodal learning, specifically for image captioning. I have published some papers with .
📖 Educations
- 2018.09 - 2024.06, Ph.D. degree, School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing China.
- 2014.09 - 2018.06, B.S. degree, School of Information Engineering, Northwest Agriculture and Forestry University, Shaanxi China.
🔥 News
- 2024.05.10: ✅✅ I have passed my graduation defense.
- 2024.04: 🎉🎉 My doctoral thesis has passed the blind review.
- 2024.03: 📖📖 I have completed my doctoral thesis, and graduation is imminent.
📝 Publications
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AAAI
End-to-End Transformer Based Model for Image Captioning. Yiyu Wang, Jungang Xu, Yingfei Sun. Proceeding of AAAI Conference on Artificial Intelligence (AAAI), 2022 -
Neurocomputing
A Visual Persistence Model for Image Captioning. Yiyu Wang, Jungang Xu, Yingfei Sun. Neurocomputing, 2022 -
IJCNN
CLIP-Driven Low-Cost Image Captioning. Yiyu Wang, Jungang Xu, Yingfei Sun. Proceedings of International Joint Conference on Neural Networks (IJCNN), 2024 -
KSEM
Improving Image Captioning with Image Concepts of Words. Yiyu Wang, Xunzhi Xiang (Co-first author), Kun Jing, Jungang Xu, Yingfei Sun. Proceedings of International Conference on Knowledge Science, Engineering and Management (KSEM), 2024 -
ArXiv
Text Data-Centric Image Captioning with Interactive Prompts. Yiyu Wang, Hao Luo, Jungang Xu, Yingfei Sun, Fan Wang. arXiv preprint: abs/2403.19193, 2024 -
ArXiv
Image Captioning based on Deep Learning Methods: A Survey. Yiyu Wang, Jungang Xu, Yingfei Sun, Ben He. arXiv preprint: abs/1905.08110, 2019 -
ICANN
A Novel Image Captioning Method Based on Generative Adversarial Networks. Yang Fan, Jungang Xu, Yingfei Sun, Yiyu Wang. Proceeding of International Conference on Artificial Neural Networks (ICANN), 2019
💻 Internships
- 2022.08 - 2023.08, Research Intern, Alibaba DAMO Academy, Beijing China.
🎖 Honors and Awards
- First Prize (Shaanxi Division) of CUMCM-2015 (Contemporary Undergraduate Mathematical Contest in Modeling).
- “Top-100 Excellent Graduation Papers (Designs)” of the 2018 Batch of Undergraduates at Northwest A&F University
💬 Others
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