I’m a PhD student in the Department of Computer Science at Fudan University (since September 2025), advised by Professor Xipeng Qiu, with a research focus on multimodal large language models.
My research interests also include computer vision, large language models, and AI safety. I have published several papers at international AI conferences, with total 
I am actively engaged in academic collaborations with institutions including Tsinghua University (CoAI Lab, Professor Minlie Huang), EPFL (Professor Pascal Fua and Jiancheng Yang), Peking University, NUS, NTU, HKU, among others. I am looking for highly self-motivated students with a strong background and interest in my research areas. If you are interested in working with me, please send your CV or homepage via buaa42wxy@gmail.com.
🔥 News
- 2026.03: 🎉🎉 BandPO github repo released
.
- 2025.08: 🎉🎉 DiffusionAttacker was accepted by EMNLP 2025.
- 2025.08: 🎉🎉 DiffAtlas was accepted by MICCAI 2025 (Spotlight).
- 2025.06: 🎉🎉 DiffAtlas github repo released
.
- 2025.01: 🎉🎉 Lefusion was accepted by ICLR 2025 (Spotlight) Top 0.1%.
- 2025.01: 🎉🎉 Lefusion github repo released
. Thanks for the collaboration with the EPFL CVLab team.
- 2024.12: 🎉🎉 AISafetyLab github repo released
. Thanks for the collaboration with the Tsinghua CoAI team.
- 2024.12: 🎉🎉 O2M_attack was accepted by AAAI 2025.
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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
.
- 2023.10: 🎉🎉 Fseg was accepted by BIBM 2023.
- 2023.10: 🎉🎉 Fseg was supported by the National Key R&D Program of China.
📝 Publications
DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion
Hantao Zhang, Yuhe Liu, Jiancheng Yang, Weidong Guo, Xinyuan Wang, Wei Peng, Pascal Fua
AISafetyLab: A Comprehensive Framework for AI Safety Evaluation and Improvement
Zhexin Zhang, Leqi Lei, Junxiao Yang, Xijie Huang, Yida Lu, Shiyao Cui, Renmiao Chen, Qinglin Zhang, Xinyuan Wang, Hao Wang, Hao Li, Xianqi Lei, Chengwei Pan, Lei Sha, Hongning Wang, Minlie Huang
Leveraging Frequency Domain Learning in 3D Vessel Segmentation
Xinyuan Wang, Chengwei Pan, Hongming Dai, Gangming Zhao, Jinpeng Li, Xiao Zhang, Yizhou Yu
🎖 Honors, Awards, and Service
- 2026.02 ACL ARR 2026 reviewer
- 2025.09 ICLR 2026 reviewer
- 2025.07 AAAI 2026 Program Committee member
- 2025.06 Outstanding Graduate, Beihang University
- 2025.03 ICME 2025 reviewer
- 2025.03 NeurIPS 2025 reviewer
- 2024.12 AAAI 2025 student scholarship
- 2024.12 ICML 2025 reviewer
- 2024.10 Outstanding League Member, Beihang University
- 2024.10 1st-Class Scholarship, Beihang University
- 2024.08 ICLR 2025 reviewer
- 2024.05 Neurips 2024 reviewer
- 2024.05 ACM MM 2024 reviewer
- 2024.04 Outstanding Postgraduate Student, Beihang University
- 2023.11 Student Union President, Institute of Artificial Intelligence, Beihang University
- 2023.10 Outstanding Student Cadre, Beihang University
- 2023.10 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
- 2025.09 - present, PhD. (supervised by Xipeng Qiu) in College of Computer Science and Artificial Intelligence, Fudan University, Shanghai, China
- 2022.09 - 2025.06, 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
- 2026.03, Shanghai, China. Guest speaker at iLearn Techtube, HSBC Shanghai, on the topic of “AI Agent: Practical and Deployable Intelligent Agent Design”, together with Shoujing (Sherwin) Zhu and Torres (Haorong) Yao.
- 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
- 2025.01 - present, Shanghai Artificial Intelligence Laboratory, Shanghai, China. He was a research intern in Center for Safe & Trustworthy AI under the supervision of Xun Zhao and Chaochao Lu.
- 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.
👨🏻🎓 Collaborators
- Hongming Dai (National University of Singapore)
- Xingrun Xing (Beijing Academy of Artificial Intelligence, Chinese Academy of Sciences)
- Yinghao Zhu (Beihang Univeristy -> The University of Hong Kong)
- Gangming Zhao (The University of Hong Kong)
- Hantao Zhang (University of Science and Technology of China -> EPFL)
- Hao Wang (Beihang Univeristy)
- Jingkun An (Beihang Univeristy)
- Renmiao Chen (Tsinghua University)
- Zekun Wang (Beihang University)
- Jiancheng Yang (EPFL)
- Leqi Lei (Tsinghua University)
- Zhexin Zhang (Tsinghua University)
- Zhangyue Yin (Fudan University)
- Bo Wang (Fudan University)
- Yuan Li (Fudan University)
- Luozhijie Jin (Fudan University)
👨🏻💻 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 -> The Chinese University of Hong Kong)
- Yuhe Liu (Beihang University -> Tsinghua University)
- Chenxiao Yue (Beihang University -> Tsinghua University)
