Xinyu Xia(ε€ι«ι¨) is a first-year Ph.D. candidate in School of Artificial Intelligence, Jilin University, advised by Prof. Xun Gong and Prof. Xingjun Ma. He obtained his M.S. degree in June 2024, under the supervision of Prof. Lei Zhu at Big Media Computing Laboratory.
His research interests include Autonomous Driving, Information Retrieval and Multimodal Learning.
π₯ News
- 2025.07: Β ππ One paper is accepted by ACM MM 2025!
- 2024.11: Β ππ One paper is accepted by Journal of Computer-Aided Design & Computer Graphics!
- 2023.12: Β ππ One paper is accepted by Information Fusion!
π Publications
From Failures to Fixes: LLM-Driven Scenario Repair for Self-Evolving Autonomous Driving
Xinyu Xia, Xingjun Ma, Yunfeng Hu, Ting Qu, Hong Chen, Xun Gong
When CLIP meets cross-modal hashing retrieval: A new strong baseline
Xinyu Xia, Guohua Dong, Fengling Li, Lei Zhu, Xiaomin Ying
Typical Concept Driven Modality Missing Deep Cross-Modal Retrieval
Xinyu Xia, Lei Zhu, Xiushan Nie, Guohua Dong, Huaxiang Zhang
π Honors and Awards
- 2023.07 Participated in THE ALGONAUTS PROJECT 2023 organized by MIT and achieved placement on the Leaderboard.
π Educations
- 2024.08 - now, Ph.D. in School of Artificial Intelligence, Jilin University.
- 2021.09 - 2024.06, M.S. in School of information Science and Engineering, Shandong Normal University.
π» Internships
- 2022.10 - 2024.06, Beijing Institute of Basic Medical Sciences
π Services
- Program Committee Member
AAAI(2024-2025), ICLR(2025), ACM MM(2025)
