Here is Yifan Jia.
I am a junior student studying in the School of Information Science and Engineering(Chongxin College), Shandong University in China,supervised by Zhi Liu and Yuntao Du. My primary research interest lies in the domain of Trustworthy AI and Multi-modal learning.
Specifically, I focus on CBM for explainable AI. My focus is on how CBM can be used to achieve the interpretability of effective AI systems. In addition, I am interested in multimodal learning, which includes the modal missing task and knowledge conflicts for multimodal large models.
Looking to the future, I am currently applying for the PHD/Mphil program of 26Fall. If you are interested in any aspect of me that I would like to chat about and collaborate with, please email me at sdujyf[at]mail.sdu.edu.cn
🔥 News
- 2024.07.05: 🎉🎉 Our paper has been accepted by Neurocomputing
- 2024.04.19: 🎉🎉 Our paper has been accepted by 2024 5th International Conference on Computer Vision, Image and Deep Learning (CVIDL)
📝 Publications
Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models
Yifan Jia, Kailin Jiang, Yuyang Liang, Qihan Ren,Yi Xin, Rui Yang, Fenze Feng, Mingcai Chen, Hengyang Lu, Haozhe Wang, Xiaoye Qu, Dongrui Liu, Lizhen Cui, Yuntao Du
Adaptive H&E-IHC information fusion staining framework based on feature extractor
Yifan Jia, Xingda Yu, Zhengyang Jia, Songning Lai,Yutao Yue
BioD2C: A Dual-level Semantic Consistency Constraint Framework for Biomedical VQA
Zhengyang Ji, Shang Gao, Li Liu, Yifan Jia,Yutao Yue
A comprehensive review of community detection in graphs
Jiakang Li, Songning Lai, Zhihao Shuai, Yuan Tan, Yifan Jia, Mianyang Yu, Zichen Song, Xiaokang Peng, Ziyang Xu, Yongxin Ni, Haifeng Qiu, Jiayu Yang, Yutong Liu, Yonggang Lu
🎖 Honors and Awards
- 2023.09 Academic Scholarship from Shandong University
- 2024.12 Third prize in the National Intelligent Car Competition
- 2023.4 National Third Prize in the Asia-Pacific Mathematical Modeling Competition
- 2024.7 Second prize of provincial level in mathematical Modeling Contest for college students
📖 Educations
- 2024.11 - 2025.5, HKUST(GZ) (Intern)
- 2022.09 - now,Shandong University “
💻 Internships
- 2024.05 - 2025.02,Initial Certification for the Taichu Yuanqi AI Competition.
- 2024.05 - now,AI Engineer,HUAWEI