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ORCIDNhat Khang Ngo
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2020 – today
- 2024
[j2]Nhat Khang Ngo, Truong Son Hy
:
Multimodal protein representation learning and target-aware variational auto-encoders for protein-binding ligand generation. Mach. Learn. Sci. Technol. 5(2): 25021 (2024)- [j1]Thuan Nguyen Anh Trang, Nhat Khang Ngo, Hugo Sonnery, Thieu N. Vo, Siamak Ravanbakhsh, Truong Son Hy:
Scalable Hierarchical Self-Attention with Learnable Hierarchy for Long-Range Interactions. Trans. Mach. Learn. Res. 2024 (2024) - [c1]Thuan Anh Trang, Nhat Khang Ngo, Daniel T. Levy, Ngoc Thieu Vo, Siamak Ravanbakhsh, Truong Son Hy:
E(3)-Equivariant Mesh Neural Networks. AISTATS 2024: 748-756 - [i6]Thuan N. A. Trang, Nhat Khang Ngo, Daniel T. Levy, Thieu N. Vo, Siamak Ravanbakhsh, Truong Son Hy:
E(3)-Equivariant Mesh Neural Networks. CoRR abs/2402.04821 (2024) - [i5]Viet Anh Nguyen, Nhat Khang Ngo, Truong Son Hy:
Range-aware Positional Encoding via High-order Pretraining: Theory and Practice. CoRR abs/2409.19117 (2024) - 2023
- [i4]Nhat Khang Ngo, Truong Son Hy, Risi Kondor:
Multiresolution Graph Transformers and Wavelet Positional Encoding for Learning Hierarchical Structures. CoRR abs/2302.08647 (2023) - [i3]Nhat Khang Ngo, Truong Son-Hy, Risi Kondor:
Modeling Polypharmacy and Predicting Drug-Drug Interactions using Deep Generative Models on Multimodal Graphs. CoRR abs/2302.08680 (2023) - [i2]Nhat Khang Ngo, Truong Son Hy:
Target-aware Variational Auto-encoders for Ligand Generation with Multimodal Protein Representation Learning. CoRR abs/2309.16685 (2023) - 2022
- [i1]Nhat Khang Ngo, Truong Son-Hy, Risi Kondor:
Predicting Drug-Drug Interactions using Deep Generative Models on Graphs. CoRR abs/2209.09941 (2022)
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