About Me

I am currently a PhD Candidate at the School of Electronic Engineering, Xidian University, under the supervision of Prof. Chunna Tian. Prior to that, I received my B.E. from the School of Electronic Engineering, Xidian University in 2018. I have been a visiting researcher at The University of Adelaide since 2022, under the supervision of Dr. Lingqiao Liu. My research interest is computer vision, currently with an emphasis on vision-and-language model, especially image-to-text and text-to-image generation.

E-mail: yxding@stu.xidian.edu.cn

Publications

• The CLIP Model is Secretly an Image-to-Prompt Converter
  Yuxuan Ding, Chunna Tian*, Haoxuan Ding, and Lingqiao Liu*
  Advances in Neural Information Processing Systems (NeurIPS), accepted, 2023
  [PDF]

• Balanced Image Captioning with Task-aware Decoupled Learning and Fusion
  Yuxuan Ding, Lingqiao Liu, Chunna Tian*, Xiangnan Zhang, and Xilan Tian
  Neurocomputing, 538, 126159, 2023
  [PDF]

• How Close is Chatgpt to Human Experts? Comparison Corpus, Evaluation, and Detection
  Biyang Guo, Xin Zhang, Ziyuan Wang, Minqi Jiang, Jinran Nie, Yuxuan Ding, Jianwei Yue, and Yupeng Wu
  arXiv preprint arXiv:2301.07597
  [PDF]

• Position-Aware Relation Learning for RGB-Thermal Salient Object Detection
  Heng Zhou, Chunna Tian*, Zhenxi Zhang, Chengyang Li, Yuxuan Ding, Yongqiang Xie, and Zhongbo Li
  IEEE Transactions on Image Processing (TIP), 32, 2593-2607, 2023
  [PDF]

• Don’t Stop Learning: Towards Continual Learning for the CLIP Model
  Yuxuan Ding, Lingqiao Liu*, Chunna Tian*, Jingyuan Yang, and Haoxuan Ding
  arXiv preprint arXiv:2207.09248
  [PDF]

• Seeking Subjectivity in Visual Emotion Distribution Learning
  Jingyuan Yang, Jie Li, Leida Li, Xiumei Wang, Yuxuan Ding, and Xinbo Gao*
  IEEE Transactions on Image Processing (TIP), 31, 5189-5202, 2022
  [PDF]

• Stimuli-Aware Visual Emotion Analysis
  Jingyuan Yang, Jie Li, Xiumei Wang, Yuxuan Ding, and Xinbo Gao*
  IEEE Transactions on Image Processing (TIP), 30, 7432-7445, 2021
  [PDF]

• Jointing Cross-Modality Retrieval to Reweight Attributes for Image Caption Generation
  Yuxuan Ding, Wei Wang, Mengmeng Jiang, Heng Liu, Donghu Deng, Wei Wei, and Chunna Tian*
  Pattern Recognition and Computer Vision (PRCV 2019), 62-74, 2019
  [PDF]