He is presently pursuing his Master’s degree at Beihang University, mentored by Professor Chengwei Pan, with a research focus on advancing the application of AI in healthcare.
His research interest also includes computer vision and large language model. He has published many papers at the top international AI conferences with total 
He is currently engaged in academic collaborations with THU, PKU, EPFL, NUS, HKU, among others. If you are interested in joining the project or exploring collaboration opportunities, please contact him via email at buaa42wxy@gmail.com.
🔥 News
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2024.06: 🎉🎉 O2M_attack dataset 3MAD-Tiny-1K released
3MAD-66K released -
2024.06: 🎉🎉 O2M_attack github repo released
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2024.03: 🎉🎉 LightM-UNet github repo released
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- 2024.01: 🎉🎉 BiPFT(accepted by AAAI 2024) was reported by BAAI.
- 2023.12: 🎉🎉 BiPFT was accepted by AAAI 2024 github repo released
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- 2023.10: 🎉🎉 Fseg was accepted by BIBM 2023.
- 2023.10: 🎉🎉 Fseg was supported by the National Key R&D Program of China.
📝 Publications
Xinyuan Wang, Victor Shea-Jay Huang, Renmiao Chen, Hao Wang, Chengwei Pan, Lei Sha, Minlie Huang
LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models
Hantao Zhang, Yuhe Liu, Jiancheng Yang, Shouhong Wan, Xinyuan Wang, Wei Peng, Pascal Fua
Xijie Huang, Xinyuan Wang, Hantao Zhang, Yinghao Zhu, Jiawen Xi, Jingkun An, Hao Wang, Hao Liang, Chengwei Pan
Leveraging Frequency Domain Learning in 3D Vessel Segmentation
Xinyuan Wang, Chengwei Pan, Hongming Dai, Gangming Zhao, Jinpeng Li, Xiao Zhang, Yizhou Yu
🎖 Honors and Awards
- 2024.10 Outstanding League Member, Beihang University
- 2024.08 ICLR 2025 reviewer
- 2024.05 Neurips 2024 reviewer
- 2024.05 ACM MM 2024 reviewer
- 2024.04 Outstanding graduate student, Beihang University
- 2023.11 Student Union President, Institute of Artificial Intelligence, Beihang University
- 2023.10 Outstanding Student Cadre, Beihang University
- 2023.08 1st-Class Scholarship, Beihang University
- 2023.07 Silver Diploma, World Choir Games 2023🎵
- 2023 Rank 2/42 in Beihang University
- 2022 Rank 14/277 in Northeastern University
📖 Educations
- 2022.09 - present, M.Eng. (supervised by Chengwei Pan) in Institute of Artificial Intelligence, Beihang University, Beijing, China
- Fall 2023, Design and Analysis of Algorithms, Teaching Assistant, Beihang University
- 2018.09 - 2022.06, B.Eng. (supervised by Peng Cao) in School of Computer Science and Engineering, Northeastern University, Shenyang, China
💬 Invited Talks
- 2023.12, Istanbul, Turkey. He delivered a keynote speech on the topic of “Leveraging Frequency Domain Learning in 3D Coronary Segmentation” at the BIBM 2023 conference.
💻 Internships
- 2024.04 - present, Tsinghua University, China. He was a research intern in Professor Minlie Huang’s group at Tsinghua University, focusing on the safety issues of Multimodal Large Language Models (LLMs).
- 2023.02 - 2023.08, Beijing Academy of Artificial Intelligence(BAAI), China. He was a research intern in the Cognitive Large-Scale Model Group mentored by Xin Jiang and Yequan Wang.
- 2022.09 - 2023.02, Key Laboratory of Mathematics, Informatics and Behavioral Semantics, Ministry of Education, Beijing, China.
- 2022.01 - 2022.02, NC State University, USA. He participated in the GEARS program at North Carolina State University in 2022, under the supervision of Hien Tran. The project focused on Airplane Detection and Classification.
- 2021.06 - 2022.06, Key Laboratory of Intelligent Computing in Medical Image of Ministry of Education, Northeastern University, Shenyang, China. He was a research intern mentored by Peng Cao aiming at medical segmentation tasks.
- 2019.03 - 2021.06, Northeastern University, China. He was a research intern mentored by Qidong Zhao, Zhuoran Liu,Changsheng Zhang and Bin Zhang. His research focuses on multi-objective optimization and path planning problems. This work was supported by the Key Project of National Natural Science Foundation of China (U1908212) and the Fundamental Research Funds for the Central Universities (N2017013, N2017014).
👨🏻🎓 Collaborators
- Hongming Dai (National University of Singapore)
- Xingrun Xing (Beijing Academy of Artificial Intelligence, Chinese Academy of Sciences)
- Yinghao Zhu (Beihang Univeristy)
- Gangming Zhao (The University of Hong Kong)
- Hantao Zhang (University of Science and Technology of China)
- Hao Wang (Beihang Univeristy)
- Jingkun An (Beihang Univeristy)
- Renmiao Chen (Tsinghua University)
- Zekun Wang (Beihang University)
- Jiancheng Yang (EPFL)
👨🏻💻 Undergraduate Research Assistant
- Zihao Fu (Beihang University -> Tsinghua University)
- Haoyu Hu (Beihang University -> Institute of Automation，Chinese Academy of Sciences)
- Jiaze Song (Beihang University -> Peking University)
- Yuhan Duan (Beihang University -> Beihang University)
- Jiawen Xi (Beihang University -> Beihang University)
- Xijie Huang (Beihang University -> present)
- Xinhui Huang (Beihang University -> present)
- Chenxiao Yue (Beihang University -> present)
- Rong Fan (Beihang University -> present)
- Wenjie Pan (Beihang University -> present)
- Yuhe Liu (Beihang University -> present)
- Yizhe Wang (Beihang University -> present)