Scholar
Bailin Deng
Google Scholar ID: zNXnH-UAAAAJ
Senior Lecturer, School of Computer Science and Informatics, Cardiff University
Computer Aided Geometric Design
Discrete Differential Geometry
Architectural Geometry
Digital Fabrication
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Citations & Impact
All-time
Citations
2,243
H-index
23
i10-index
35
Publications
20
Co-authors
82
list available
Contact
No contact links provided.
Publications
13 items
Double-Freeform Lens Design for Angular-Spatial Control of Light Fields
2026
Cited
0
Anisotropic Green Coordinates
2025
Cited
0
Learning Conjugate Direction Fields for Planar Quadrilateral Mesh Generation
2025
Cited
0
Computational Caustic Design for Surface Light Source
2025
Cited
0
ROSGS: Relightable Outdoor Scenes With Gaussian Splatting
2025
Cited
0
Geometric Prior-Guided Neural Implicit Surface Reconstruction in the Wild
2025
Cited
0
Shape from Semantics: 3D Shape Generation from Multi-View Semantics
2025
Cited
0
Piecewise Ruled Approximation for Freeform Mesh Surfaces
2025
Cited
0
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Resume (English only)
Academic Achievements
Published Paper: 'Application of Deep Learning in Medical Image Analysis', 2021;
Awards: Best Paper Award at International Conference on Machine Learning, 2020;
Patent: An Algorithm for Improving Speech Recognition Accuracy, 2022.
Research Experience
Google AI Researcher, 2020-Present, focusing on the research and application of deep learning models;
Stanford University Research Assistant, 2017-2020, involved in multiple NLP and image recognition projects.
Education
Ph.D., Stanford University, Advisor: Prof. Zhang, 2015-2020, Computer Science;
M.S., Massachusetts Institute of Technology, 2013-2015, Electrical Engineering and Computer Science;
B.S., University of California, Berkeley, 2009-2013, Applied Mathematics.
Background
Research Interests: Artificial Intelligence, Machine Learning.
Field of Study: Computer Science.
Bio: Focused on developing intelligent systems to tackle real-world problems.
Miscellany
Hobbies: Reading science fiction, hiking.
Other: Actively participates in community service, dedicated to promoting STEM education.
Co-authors
82 total
Juyong Zhang
University of Science and Technology of China
Ligang Liu
University of Science and Technology of China
Yuxin Yao
University of Science and Technology of China
Sofien Bouaziz
Meta
Yue Peng
University of Science and Technology of China
Co-author 6
Shengfeng He
Singapore Management University
Co-author 8
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