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Ge LV
Ge LV
CSE, HKUST
Verified email at connect.ust.hk
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Year
Deep learning-based polygenic risk analysis for Alzheimer’s disease prediction
X Zhou, Y Chen, FCF Ip, Y Jiang, H Cao, G Lv, H Zhong, J Chen, T Ye, ...
Communications Medicine 3 (1), 49, 2023
282023
On Data-Aware Global Explainability of Graph Neural Networks
G Lv, L Chen
Proceedings of the VLDB Endowment 16 (11), 3447-3460, 2023
82023
On glocal explainability of graph neural networks
G Lv, L Chen, CC Cao
International Conference on Database Systems for Advanced Applications, 648-664, 2022
72022
HENCE-X: Toward Heterogeneity-Agnostic Multi-Level Explainability for Deep Graph Networks
G Lv, CJ Zhang, L Chen
Proceedings of the VLDB Endowment 16 (11), 2990-3003, 2023
32023
Using deep learning models to examine the biological impact of polygenic risks for Alzheimer’s disease
X Zhou, FCF Ip, G Lv, Y JIANG, H Cao, H Zhong, L Chen, AKY Fu, NY Ip
Alzheimer's & Dementia 19, e065377, 2023
12023
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