Multi-Task Learning for Efficient Diagnosis of ASD and ADHD using Resting-State fMRI Data. - Zhi-An Huang; Rui Liu 038; Kay Chen Tan (IJCNN, 2020)

A Dual-Stage Pseudo-Labeling Method for the Diagnosis of Mental Disorder on MRI Scans. - Yao Hu 001; Zhi-An Huang; Rui Liu 038; Xiaoming Xue; Linqi Song; Kay Chen Tan (IJCNN, 2022)

CoaDTI: multi-modal co-attention based framework for drug-target interaction annotation. - Lei Huang; Jiecong Lin; Rui Liu 038; Zetian Zheng; Lingkuan Meng; Xingjian Chen; Xiangtao Li; Ka-Chun Wong (Briefings Bioinform., 2022)

Classifying ASD based on time-series fMRI using spatial-temporal transformer. - Xin Deng 003; Jiahao Zhang; Rui Liu 038; Ke Liu 008 (Comput. Biol. Medicine, 2022)

Federated Multi-Task Learning for Joint Diagnosis of Multiple Mental Disorders on MRI Scans. - Zhi-An Huang; Yao Hu 001; Rui Liu 038; Xiaoming Xue; Zexuan Zhu; Linqi Song; Kay Chen Tan (IEEE Trans. Biomed. Eng., 2023)

Source Free Semi-Supervised Transfer Learning for Diagnosis of Mental Disorders on fMRI Scans. - Yao Hu 001; Zhi-An Huang; Rui Liu 038; Xiaoming Xue; Xiaoyan Sun 002; Linqi Song; Kay Chen Tan (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Heterogeneous Structured Federated Learning with Graph Convolutional Aggregation for MRI-Based Mental Disorder Diagnosis. - Yao Hu 001; Rui Liu 038; Jiaqi Zhang; Zhi-An Huang; Linqi Song; Kay Chen Tan (IJCNN, 2024)

Enhancing Spatio-Temporal Auditory Attention Decoding with ST-AADNet. - Ruofan Yan; Shu Peng; Zhige Chen; Zhi-An Huang; Rui Liu 038; Kay Chen Tan; Jibin Wu (ISCSLP, 2024)

Multitask Learning for Joint Diagnosis of Multiple Mental Disorders in Resting-State fMRI. - Zhi-An Huang; Rui Liu 038; Zexuan Zhu; Kay Chen Tan (IEEE Trans. Neural Networks Learn. Syst., 2024)

Attention-Like Multimodality Fusion With Data Augmentation for Diagnosis of Mental Disorders Using MRI. - Rui Liu 038; Zhi-An Huang; Yao Hu 001; Zexuan Zhu; Ka-Chun Wong; Kay Chen Tan (IEEE Trans. Neural Networks Learn. Syst., 2024)

Spatial-Temporal Co-Attention Learning for Diagnosis of Mental Disorders From Resting-State fMRI Data. - Rui Liu 038; Zhi-An Huang; Yao Hu 001; Zexuan Zhu; Ka-Chun Wong; Kay Chen Tan (IEEE Trans. Neural Networks Learn. Syst., 2024)

Spatio-Temporal Hybrid Attentive Graph Network for Diagnosis of Mental Disorders on fMRI Time-Series Data. - Rui Liu 038; Zhi-An Huang; Yao Hu 001; Lei Huang; Ka-Chun Wong; Kay Chen Tan (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

A Theoretical Analysis of Analogy-Based Evolutionary Transfer Optimization. - Xiaoming Xue; Liang Feng 001; Yinglan Feng; Rui Liu 038; Kai Zhang 029; Kay Chen Tan (CEC, 2025)

CausalMixNet: A mixed-attention framework for causal intervention in robust medical image diagnosis. - Yajie Zhang; Yu-An Huang; Yao Hu 001; Rui Liu 038; Jibin Wu; Zhi-An Huang; Kay Chen Tan (Medical Image Anal., 2025)

Dynamic Graph Representation Learning for Spatio-Temporal Neuroimaging Analysis. - Rui Liu 038; Yao Hu 001; Jibin Wu; Ka-Chun Wong; Zhi-An Huang; Yu-An Huang; Kay Chen Tan (IEEE Trans. Cybern., 2025)