I am a PhD student in Computer Science at Fudan University, advised by Prof. Xipeng Qiu. My research focuses on multimodal large language models, with particular interests in post-training and AI safety.
I also work on large language models and computer vision. My research has been published at venues including ACL, ICML, ICLR, EMNLP, AAAI, and MICCAI.
I have collaborated with researchers from Tsinghua University, EPFL, Peking University, NUS, NTU, HKU, and other institutions. I am open to research collaborations and working with highly motivated students interested in related topics. If you would like to work with me, please send your CV or homepage to buaa42wxy@gmail.com.
🔥 News
- 2026.07: 🎉🎉 TIKE was accepted to ACL 2026 Main (Long Paper).
- 2026.05: 🎉🎉 BandPO was accepted to ICML 2026.
- 2026.03: 🎉🎉 BandPO code released
.
- 2025.08: 🎉🎉 DiffusionAttacker was accepted to EMNLP 2025.
- 2025.08: 🎉🎉 DiffAtlas was accepted to MICCAI 2025 (Spotlight).
- 2025.06: 🎉🎉 DiffAtlas code released
.
- 2025.01: 🎉🎉 LeFusion was accepted to ICLR 2025 (Spotlight).
- 2025.01: 🎉🎉 LeFusion code released
. Thanks for the collaboration with the EPFL CVLab team.
- 2024.12: 🎉🎉 AISafetyLab code released
. Thanks for the collaboration with the Tsinghua CoAI team.
- 2024.12: 🎉🎉 O2M_attack was accepted to AAAI 2025.
- 2024.06: 🎉🎉 O2M_attack datasets released: 3MAD-Tiny-1K
and 3MAD-66K . - 2024.06: 🎉🎉 O2M_attack code released
.
- 2024.03: 🎉🎉 LightM-UNet code released
.
- 2024.01: 🎉🎉 BiPFT (accepted to AAAI 2024) was reported by BAAI.
- 2023.12: 🎉🎉 BiPFT was accepted to AAAI 2024; code released
.
- 2023.10: 🎉🎉 Fseg was accepted to BIBM 2023.
- 2023.10: 🎉🎉 Fseg was supported by the National Key R&D Program of China.
📝 Publications
ACL 2026 Main (Long Paper)
ICML 2026
EMNLP 2025
MICCAI 2025 Spotlight
DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion
Hantao Zhang, Yuhe Liu, Jiancheng Yang, Weidong Guo, Xinyuan Wang, Wei Peng, Pascal Fua
Technical Report
arXiv
Xinyuan Wang, Victor Shea-Jay Huang, Renmiao Chen, Hao Wang, Chengwei Pan, Lei Sha, Minlie Huang
Paper · arXiv · Code · Dataset
ICLR 2025 Spotlight
AAAI 2025
arXiv
AAAI 2024
BIBM 2023
🎖 Honors & Awards
- 2025.06 Outstanding Graduate, Beihang University
- 2024.12 AAAI 2025 student scholarship
- 2024.10 Outstanding League Member, Beihang University
- 2024.10 First-Class Scholarship, Beihang University
- 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 First-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
🧑⚖️ Academic Service
- 2026.08 AAAI 2027 reviewer
- 2026.08 ICLR 2027 reviewer
- 2026.02 ACL ARR 2026 reviewer
- 2025.09 ICLR 2026 reviewer
- 2025.07 AAAI 2026 Program Committee member
- 2025.03 ICME 2025 reviewer
- 2025.03 NeurIPS 2025 reviewer
- 2024.12 ICML 2025 reviewer
- 2024.08 ICLR 2025 reviewer
- 2024.05 NeurIPS 2024 reviewer
- 2024.05 ACM MM 2024 reviewer
📖 Education
- 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
- 2018.09 - 2022.06, B.Eng. (supervised by Peng Cao) in School of Computer Science and Engineering, Northeastern University, Shenyang, China
👨🏻🏫 Teaching
- 2026.07 Teaching assistant at the SII Summer School on Reinforcement Learning 2026, instructed by Richard S. Sutton (2024 ACM A.M. Turing Award laureate), jointly organized by Shanghai Innovation Institute, Openmind Research Institute, and Shanghai Jiao Tong University (SJTU). [Certificate]
- Fall 2025, Introduction to Artificial Intelligence, Teaching Assistant, Fudan University (Xuanjing Huang)
- Fall 2023, Design and Analysis of Algorithms, Teaching Assistant, Beihang University (Chengwei Pan)
💬 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. Keynote speaker at IEEE BIBM 2023 on “Leveraging Frequency Domain Learning in 3D Coronary Segmentation.”
💻 Internships
- 2025.01 - present, Shanghai Artificial Intelligence Laboratory, Shanghai, China. Research intern at the Center for Safe & Trustworthy AI, supervised by Xun Zhao and Chaochao Lu.
- 2024.04 - present, Tsinghua University, China. Research intern in Prof. Minlie Huang’s group, focusing on the safety of multimodal large language models.
- 2023.02 - 2023.08, Beijing Academy of Artificial Intelligence (BAAI), China. 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. Participant in the GEARS program, supervised by Hien Tran. 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. Research intern, mentored by Peng Cao, working on medical image segmentation.
- 2019.03 - 2021.06, Northeastern University, China. Research intern, mentored by Qidong Zhao, Zhuoran Liu, Changsheng Zhang, and Bin Zhang. Research focused on multi-objective optimization and path planning.
👨🏻🎓 Collaborators
- Hongming Dai (National University of Singapore)
- Xingrun Xing (Beijing Academy of Artificial Intelligence, Chinese Academy of Sciences)
- Yinghao Zhu (Beihang University -> 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 University)
- Jingkun An (Beihang University)
- 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 Assistants
- 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)