Nhat Khang Ngo

According to our database, Nhat Khang Ngo authored at least 9 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Scalable Hierarchical Self-Attention with Learnable Hierarchy for Long-Range Interactions.

Thuan Nguyen Anh Trang, Nhat Khang Ngo, Hugo Sonnery, Thieu N. Vo, Siamak Ravanbakhsh, Truong Son Hy

Trans. Mach. Learn. Res., 2024

Multimodal protein representation learning and target-aware variational auto-encoders for protein-binding ligand generation.

Nhat Khang Ngo, Truong Son Hy

Mach. Learn. Sci. Technol., 2024

Range-aware Positional Encoding via High-order Pretraining: Theory and Practice.

Viet Anh Nguyen, Nhat Khang Ngo, Truong Son Hy

CoRR, 2024

E(3)-Equivariant Mesh Neural Networks.

Thuan N. A. Trang, Nhat Khang Ngo, Daniel T. Levy, Thieu N. Vo, Siamak Ravanbakhsh, Truong Son Hy

CoRR, 2024

E(3)-Equivariant Mesh Neural Networks.

Thuan Anh Trang, Nhat Khang Ngo, Daniel T. Levy, Ngoc Thieu Vo, Siamak Ravanbakhsh, Truong Son Hy

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Target-aware Variational Auto-encoders for Ligand Generation with Multimodal Protein Representation Learning.

Nhat Khang Ngo, Truong Son Hy

CoRR, 2023

Modeling Polypharmacy and Predicting Drug-Drug Interactions using Deep Generative Models on Multimodal Graphs.

Nhat Khang Ngo, Truong Son-Hy, Risi Kondor

CoRR, 2023

Multiresolution Graph Transformers and Wavelet Positional Encoding for Learning Hierarchical Structures.

Nhat Khang Ngo, Truong Son Hy, Risi Kondor

CoRR, 2023

2022

Predicting Drug-Drug Interactions using Deep Generative Models on Graphs.

Nhat Khang Ngo, Truong Son-Hy, Risi Kondor

CoRR, 2022