Haotian Wu

Haotian Wu is a Research Associate for INFORMED AI Hub, based in the Department of Electrical and Electronic Engineering, Imperial College London. He works with Prof. Pier Luigi Dragotti and Prof. Deniz Gündüz on research at the intersection of machine learning, information theory, and signal processing.

Haotian obtained his PhD from Imperial College London, where he was supervised by Prof. Deniz Gündüz and Prof. Krystian Mikolajczyk. Before that, he earned his Bachelor’s and Master’s degrees in Electrical Engineering from Zhejiang University and was also awarded a Master’s degree in Control Systems from Imperial College London.

Haotian Wu

Research

His primary research interests revolve around information-theoretic machine learning, with applications in communication, control, and computer vision. His work focuses on representation learning, implicit neural representations (INR), and efficient communication and compression. He is particularly interested in developing methods for generative models in image transmission, novel compression for robotics, and DeepJSCC for edge inference.

Selected works

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