Research Areas:

Bayesian Statistics; Ethics, Law and Policy of AI and Machine Learning; Decision & Game Theory; Legal Theory

babic@hku.hk

Topic:

Application of machine learning (particularly large language model) to cybersecurity, such as vulnerability discovery and patching, program testing, program generation.

chenho@hku.hk

Research Areas:

Generative AI and its interdisciplinary applications

Topics:

3D Scene Reconstruction and Editing; Neural Simulation of 3D-GS or Humanoid Animation

bdai@hku.hk

Research Areas:

Large Language Models, Intelligent Agents, Graph Learning, and AI for Smart Society Animation

chuang@cs.hku.hk

Research Areas:

Quantitative methodologies, Data-driven decision-making, Sequential decision-making (e.g., dynamic programming, reinforcement learning), Optimization (continuous, stochastic and robust), with the applications of those theory in operations management and social good/sustainability problems

huangwj@hku.hk

Research Areas:

Probabilistic machine learning, statistical inference, and generative modelling for complex systems, networks, and/or mobility data

akirkley@hku.hk

Research Areas:

Embodied AI, Autonomous Driving

hongyang@hku.hk

Research Areas:

Machine learning; Optimization and generalization in deep learning; Robust machine learning, and their applications

yingyul@hku.hk

Topics:

Generative AI, multimodal AI, embodied AI, and AI for Science

xihuiliu@hku.hk

Research Areas:

Vision language models, multimodal scene representations, explainable AI

aluo@hku.hk

Research Areas:

Nonconvex/stochastic optimization, Sparse learning, Dictionary learning, Robust optimization, Variational inequality

yxie21@hku.hk

Research Areas:

Embodied AI, Machine Learning, and Robotic Vision

yanchaoy@hku.hk

Research Areas:

Natural Language Processing, Deep Learning, Dialog Systems, Natural Language Interfaces

tyu@hku.hk

Research Areas:

Continuous Optimization; Algorithmic Design and Analysis; Mathematical Data Science; Decision Making under Uncertainty; Operations Research; Signal Processing

mcyue@hku.hk

Topic:

Complex systems approach to precision oncology

qpzhang@hku.hk

Research Areas:

Machine Learning Theory; Deep Learning Theory; Decision Making; Stochastic Modeling; Learning Structured Data

dzou@cs.hku.hk