Projects per year
Personal profile
Personal profile
Dr. Fangyu Wu is currently an Associate Professor in the Department of Intelligent Science at School of Advanced Technology in Xi’an Jiaotong-Liverpool University (XJTLU). She received the Ph.D degree in Computer Science and Software Engineering from the University of Liverpool in Nov. 2020. During Dec. 2020 to Dec. 2022, she worked as a Postdoctoral Researcher in College of Computer Science and Technology at Zhejiang University and joined XJTLU in Jan. 2023. Her research interests include deep learning and multi-modal Learning, with a particular focus on image-text matching. Dr. Fangyu Wu has published 40+ papers, including conferences such as CVPR, ICCV, ECCV, as well as in journals such as IEEE Transactions. She was awarded Gusu Innovation and Entrepreneurship Leading Talents (苏州青年创新领军人才) Programme in 2023.
Research interests
Multi-modal Learning
AI for Culture
Experience
Associate Professor, Xian Jiaotong-Liverpool University - 2026 to present
Assistant Professor, Xian Jiaotong-Liverpool University - 2023 to 2025
Postdoctoral Researcher, College of Computer Science and Technology, Zhejiang University, 2020.12-2022.12
Teaching
INT309 Multimedia Information Retrieval and Technology
INT406 Data Mining and Machine Learning
Awards and honours
Gusu Innovation and Entrepreneurship Leading Talents, 2023
ICMLCICWAPR 2017, Lotfi Zadeh Best Paper Award
The 7th China Innovation Challenge, “Intelligent Tracking System Based on Infrared Thermal Imaging Human Body Recognition” first prize, 2022.
Education/Academic qualification
B.S, Information Management and Information Systems, Xi’an jiaotong-Liverpool University, 2013-2017
Ph.D. , Computer Science and Software Engineering, University of Liverpool, 2017-2020
Research areas
- Multi-modal Learning
- AI for Culture
Person Types
- Staff
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Digital Restoration and Visualization of Dunhuang Manuscripts
Wu, F. (PI) & Wang, Q. (Team member)
1/12/25 → 30/11/26
Project: Governmental Research Project
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Research on Key Technologies of Embodied Large Models of "Vision-Language-Motion" for Industrial Manufacturing
Chen, Y. (PI), lim, E. (Team member), Wang, Q. (Team member), Chen, M. (Team member), Liang, S. (Team member), Wu, F. (Team member), Jin, X. (Team member), Chen, Y. (Team member), Li, H. (Team member) & Zhao, D. (Team member)
1/10/25 → 30/09/28
Project: Governmental Research Project
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Research on UAV multi-modal target perception method based on cross-view spatio-temporal collaboration
Zhang, J. (PI), Wu, F. (Team member), Guo, J. (Team member), Yin, D. (Team member), Yang, S. (Team member), Tian, R. (Team member) & Deng, B. (Team member)
1/09/25 → 31/08/28
Project: Governmental Research Project
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CodeQuest: An AI-Driven Gamified Learning Ecosystem for Python Programming Competency Development
Zhang, J. (PI) & Wu, F. (Team member)
1/07/25 → 30/06/28
Project: Internal Research Project
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CostDiff: Residual Diffusion-Based Cost Map Refinement for Open-Vocabulary Semantic Segmentation
Deng, B., Rao, Y., Wu, F. & Zhang, J., 2026, Pattern Recognition and Computer Vision - 8th Chinese Conference, PRCV 2025, Proceedings. Kittler, J., Xiong, H., Lin, W., Yang, J., Chen, X., Lu, J., Yu, J. & Zheng, W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 120-134 15 p. (Lecture Notes in Computer Science; vol. 16283 LNCS).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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EmoSENSE: Modeling Sentiment-Semantic Knowledge with Hierarchical Reinforcement Learning for Emotional Image Generation
Guo, J., Chen, H., Wang, Q., Chen, Y., Cheng, G., Wu, F. & Lim, E. G., 2026, (Accepted/In press) In: IEEE Transactions on Affective Computing.Research output: Contribution to journal › Article › peer-review
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AlignMalloc: Warp-Aware Memory Rearrangement Aligned with UVM Prefetching for Large-Scale GPU Dynamic Allocations
Zhang, J., Wu, F., Jiang, H., Wang, Q., Chen, G., Cheng, G., Lim, E. G. & Li, K., 2025, (Accepted/In press) In: IEEE Transactions on Parallel and Distributed Systems.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
AlignMalloc: Warp-Aware Memory RearrangementAligned With UVM Prefetching for Large-Scale GPUDynamic Allocations
Zhang, J., Wu, F., Jiang, H., Wang, Q.-F., Chen, G., Cheng, G., Lim, E. G. & Li, K., Jul 2025, In: IEEE Transactions on Parallel and Distributed Systems. 36, 7, p. 1444 - 1459Research output: Contribution to journal › Article › peer-review
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Boosting remote semantic segmentation using vision-and-language foundation model
Zhang, Q., Zhang, Z., Wen, S., Pang, C. & Wu, F., Jul 2025, In: Visual Computer. 41, 9, p. 6687-6700 14 p.Research output: Contribution to journal › Review article › peer-review
1 Citation (Scopus)
Activities
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International Journal of Computer Vision (Journal)
Wu, F. (Reviewer)
2025 → …Activity: Peer-review and editorial work of publications › Publication Peer-review
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IEEE Transactions on Pattern Analysis and Machine Intelligence (Journal)
Wu, F. (Reviewer)
15 Aug 2023Activity: Peer-review and editorial work of publications › Publication Peer-review
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Huzhou Research Institute of Zhejiang University
Wu, F. (Visiting researcher)
10 Jul 2023 → 11 Jul 2023Activity: Research visit
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Computer Vision and Pattern Recognition Conference
Wu, F. (Participant)
20 Jun 2023 → 22 Jun 2023Activity: Participating in or organising an event › Participating in an event e.g. a conference, workshop, …
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Fine-Grained Image-Text Matching by Cross-Modal Hard Aligning Network
Wu, F. (Speaker)
20 Jun 2023 → 22 Jun 2023Activity: Talk or presentation › Presentation at conference/workshop/seminar