Haotian Wu
Research Fellow · Information-Theoretic Machine Learning
Imperial College LondonAbout
Haotian Wu is a Research Associate at the INFORMED AI Hub, Imperial College London, supervised by Prof. Deniz Gündüz and Prof. Pier Luigi Dragotti, and affiliated with the Information Processing and Communications Lab.
His educational background includes:
- PhD from Imperial College London under Prof. Deniz Gündüz and Prof. Krystian Mikolajczyk
- Master's degree in Control Systems from Imperial College London
- Bachelor's and Master's degrees in Electrical Engineering from Zhejiang University
His research focuses on information-theoretic machine learning with cross-disciplinary applications in communications, computer vision, and control systems. Key specialties include representation learning frameworks, implicit neural representations (INR) for signal processing, and novel methods for efficient data communication and compression. This work bridges theoretical information science with practical implementations in vision and control domains.
He actively contributes to the Information Processing and Communications Lab, advancing collaborative projects in machine learning-driven communication systems.
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