Nhat Khang Ngo

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Hierarchical Structures

Generative Model

Top Venues

Mach. Learn. Sci. Technol.

Trans. Mach. Learn. Res.

Publications

Thuan N. A. Trang, Nhat Khang Ngo, Daniel Levy, Thieu N. Vo, Siamak Ravanbakhsh, Truong Son Hy
E(3)-Equivariant Mesh Neural Networks. CoRR (2024)
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) (2024)
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)
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)
Nhat Khang Ngo, Truong Son-Hy, Risi Kondor
Modeling Polypharmacy and Predicting Drug-Drug Interactions using Deep Generative Models on Multimodal Graphs. CoRR (2023)
Nhat Khang Ngo, Truong Son Hy, Risi Kondor
Multiresolution Graph Transformers and Wavelet Positional Encoding for Learning Hierarchical Structures. CoRR (2023)
Nhat Khang Ngo, Truong Son Hy
Target-aware Variational Auto-encoders for Ligand Generation with Multimodal Protein Representation Learning. CoRR (2023)
Nhat Khang Ngo, Truong Son-Hy, Risi Kondor
Predicting Drug-Drug Interactions using Deep Generative Models on Graphs. CoRR (2022)