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Fengze Li I hold a Ph.D from the University of Liverpool, advised by Dr. Jieming Ma, Dr. Zhongbei Tian (University of Birmingham) and Dr. Hai-Ning Liang (HKUST, GZ). My general research focuses on industrial intelligence. In detail, I explore the application and optimization of 3D vision and LLMs across various domains, including photovoltaics (PV), medical imaging and robotics. Before Ph.D, I had the honor to work with Dr. Jize Yan and Dr. Jie Zhang (University of Bath) at University of Southampton. I've also interned at DJI, Deloitte, and worked as a research assistant at JITRI with Dr. Ji Ge (University of Toronto). Currently, I am at Baidu's ACG LLMs group. |
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Selected Publications |
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CountingFruit: Language-Guided 3D Fruit Counting with Semantic Gaussian Splatting Fengze Li, Yangle Liu, Jieming Ma, Hai-Ning Liang, Yaochun Shen, Huangxiang Li, Zhijing Wu arXiv preprint arXiv:2506.01109, 2025 |
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3D-PV: Enhancing PV Power Prediction by Modeling Spatial Uncertainty Under Dynamic Shading Conditions Fengze Li, Dou Hong, Jieming Ma*, Zhongbei Tian, Hai-Ning Liang Expert Systems With Applications (SCI Q1 TOP), 2025 |
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A Comprehensive Survey of Specularity Detection: State-of-the-Art Techniques and Breakthroughs Fengze Li, Jieming Ma*, Zhijing Wu, Zhongbei Tian, Hai-Ning Liang Artificial Intelligence Review (SCI Q1 TOP), 2025 |
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Temporal environment informed photovoltaic performance prediction framework with multi-spatial attention LSTM Douhong, Fengze Li, Jieming Ma*, Ka Lok Man, Huiqing Wen, Prudence Wong Solar Energy (SCI Q2 TOP), 2025 |
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Real-Time Dynamic Scene Representation for Endoscopic Images with 4D Gaussian Splatting Fengze Li, Jishuai He, Jieming Ma*, Hai-Ning Liang, Zhijing Wu IEEE International Symposium on Biomedical Imaging (ISBI), 2025, Houston, USA, Poster/Live Demo Session |
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SEED: A Structural Encoder for Embedding-Driven Decoding in Time Series Prediction with LLMs Fengze Li, Yue Wang, Yangle Liu, Ming Huang, Dou Hong, Jieming Ma* IEEE International Conference on Big Data and Artificial Intelligence (BDAI), Suzhou, China, 2025, Oral Session |
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Mirror-Yolo: A Novel Attention Focus, Instance Segmentation and Mirror Detection Model Fengze Li, Jieming Ma*, Zhongbei Tian, Ji Ge, Hai-Ning Liang, Tianxi Wen IEEE International Conference on Frontiers of Signal Processing (ICFSP), Paris, France, 2022, Oral Session |
Industry |
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Baidu LLMs Algorithm Development--Baidu AI Cloud Group (ACG) May. 2025 - Present |
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JITRI - Jiangsu Industrial Technology Research Institute Research Scientist Intern May. 2021 - Jan. 2022 |
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DJI Software Engineer Intern Jan. 2018 - Mar. 2018 |
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Deloitte Software Engineer Intern Dec. 2017 - Jan. 2018 |
Education |
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University of Liverpool Ph.D. in Computer Science 2021 - 2025 |
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University of Southampton M.Sc. in Computer Science 2019 - 2020 |
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Shenzhen University B.Eng. in Computer Science 2015 - 2019 |