Team | Mindlab

Principal Investigators

Kay Chen TAN

Chair Professor of Computational Intelligence

kaychen.tan@polyu.edu.hk

Postdoc Fellows

Xinyi CHEN

Research Interests• Neuromorphic Computing• Spiking Neural Networks

Zhiyao ZHANG

Research Interests

• Surrogate-assisted Multiobjective Optimization

•Surrogate-assisted Transfer Optimization

Jiaxin GAO

Research Interests

• Bilevel Optimization

• Automatic Machine Learning

Rui LIU

Research Interests
• Deep Learning

• Neuroimaging Analysis

• Medical Image Computing

PhD Students

Wenhao HU

Research Interests

• Trustworthy AI

• Foundation Model Collaboration

Jian YAO

Research Interests

• Machine learning
• LLM agent
• Reinforcement learning

Xiaoyue JIN

Research Interests
• Swarm control

• Game-based decision

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Beichen HUANG

Research Interests
• High-Performance Evolutionary Computation

• Neuro-Evolution

Ziyuan YE

Research Interests
• NeuroAI
• AGI
• Deep Learning

Chenming CAO

Research Interests

• Evolutionary Transfer

Optimization

• Expensive Optimization

Lulu CAO

Research Interests
• Scientific Machine Learning
• Evolutionary Computation

Yuhong CHOU

Research Interests
• Linear Fundation Models

• Large Language Models

• Conditional Computation

Yinsong YAN

Research Interests
• Brain-inspired Computing

• Spiking Neural Networks

Yajie ZHANG

Research Interests
• Multimodal Biomedical AI

• Causal Inference

• Domain Adaptation

Yanchen LI

Research Interests
• Evolutionary Computation
•Combinatorial Optimization
• Machine Learning Systems

Haiyun QIU

Research Interests
• Evolutionary Computation
• Combinatorial Optimization

Zhige CHEN

Research Interests
•Brain Computer Interface
•EEG Signal Processing
•Deep Transfer Learning

Yu ZHOU

Research Interests
• Federated Learning

• Evolutionary Computation

• Deep Reinforcement Learning

Xiang HAO

Research Interests

• Audio/Speech Signal Processing

Haohuai HE

Research Interests
• Computational Biology
• Single-cell Analysis
• Drug Discovery

Xianwei CHEN

Research Interests
• Embodied Intelligence
• Learning for Robotics

Fan XU

Research Interests
• Diffusion model,

• Antibody design

Haokai HONG

Research Interests
• Multi-Objective Optimization
• Large-Scale Optimization

Chenxiang MA

Research Interests
• Spiking Neural Network
• Local Learning

MPhil

Szu-Chi CHIU

Research Interests

• Spiking Neural Networks

• Auditory processing

Research Assistants

Shu PENG

Research Interests

• EEG Source Imaging

• Brain Computer Interface

Mengqi XU

Research Interests

• Machine Learning

Collaborators

Songbai LIU, Ph.D. Student (2019-2022); Assistant Professor, Shenzhen University
Zhian HUANG, Ph.D. Student (2018-2021); Assistant Professor, City University of Hong Kong (Dongguan)
Zhenzhong WANG, Ph.D. Student (2020-2024); Assistant Professor, Xiamen University
Wu LIN, Ph.D. Student (2020-2024); Postdoctoral Fellow, Shenzhen University
Xun ZHOU, Ph.D. Student (2019-2023), Postdoctoral Fellow(2023-2025); Artificial Inteligence Application Innovation Research Manager, China Unicom (Hong Kong) Innovation Research Insititute
Shenghao WU, Postdoc Fellow(2023-2025)；Lecturer, South China Agricultural University
Yuxiao HUANG, Postdoc Fellow(2023-2025)；Chongqing Ant Consumer Finance Co., Ltd
Li YAO, Postdoc Fellow(2024-2025)；Lecturer, Taiyuan University of Technology
Yinglan FENG, Ph.D. Student (2019-2023),Postdoc Fellow(2023-2025)；Assistant Professor, Shenzhen University
Xiaoming XUE, Ph.D. Student (2020-2024),Postdoc Fellow(2024-2025)；Full Professor, China University of Petroleum (East China)
Yao HU, Ph.D. Student (2020-2024), Postdoc Fellow(2024-2025)；Research Assistant Professor, The Hong Kong Polytechnic University
Xingyu WU, Postdoc Fellow(2023-2025)；Assistant Professor, The Hong Kong Polytechnic University