Nhat Khang Ngo

14 papers A 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 — conf
GROOT: Effective Design of Biological Sequences with Limited Experimental Data.
KDD (1)
Thanh V. T. Tran, Nhat Khang Ngo, Viet Anh Nguyen, Truong Son Hy
2025 J jnl
LatentDE: latent-based directed evolution for protein sequence design.
Mach. Learn. Sci. Technol.
Thanh V. T. Tran, Nhat Khang Ngo, Viet Thanh Duy Nguyen, Truong Son Hy
2025 J jnl
Range-aware graph positional encoding via high-order pretraining: theory and practice.
Mach. Learn. Sci. Technol.
Viet Anh Nguyen, Nhat Khang Ngo, Truong-Son Hy
2025 J jnl
Scaling Laws and Symmetry, Evidence from Neural Force Fields.
CoRR
Nhat Khang Ngo, Siamak Ravanbakhsh
2024 A conf
E(3)-Equivariant Mesh Neural Networks.
AISTATS
Thuan Anh Trang, Nhat Khang Ngo, Daniel Levy, Ngoc Thieu Vo, Siamak Ravanbakhsh, Truong Son Hy
2024 J jnl
E(3)-Equivariant Mesh Neural Networks.
CoRR
Thuan N. A. Trang, Nhat Khang Ngo, Daniel Levy, Thieu N. Vo, Siamak Ravanbakhsh, Truong Son Hy
2024 J jnl
GROOT: Effective Design of Biological Sequences with Limited Experimental Data.
CoRR
Thanh V. T. Tran, Nhat Khang Ngo, Viet Anh Nguyen, Truong Son Hy
2024 J jnl
Multimodal protein representation learning and target-aware variational auto-encoders for protein-binding ligand generation.
Mach. Learn. Sci. Technol.
Nhat Khang Ngo, Truong Son Hy
2024 J jnl
Range-aware Positional Encoding via High-order Pretraining: Theory and Practice.
CoRR
Viet Anh Nguyen, Nhat Khang Ngo, Truong Son Hy
2024 J jnl
Scalable Hierarchical Self-Attention with Learnable Hierarchy for Long-Range Interactions.
Trans. Mach. Learn. Res.
Thuan Nguyen Anh Trang, Nhat Khang Ngo, Hugo Sonnery, Thieu N. Vo, Siamak Ravanbakhsh, Truong Son Hy
2023 J jnl
Modeling Polypharmacy and Predicting Drug-Drug Interactions using Deep Generative Models on Multimodal Graphs.
CoRR
Nhat Khang Ngo, Truong Son-Hy, Risi Kondor
2023 J jnl
Multiresolution Graph Transformers and Wavelet Positional Encoding for Learning Hierarchical Structures.
CoRR
Nhat Khang Ngo, Truong Son Hy, Risi Kondor
2023 J jnl
Target-aware Variational Auto-encoders for Ligand Generation with Multimodal Protein Representation Learning.
CoRR
Nhat Khang Ngo, Truong Son Hy
2022 J jnl
Predicting Drug-Drug Interactions using Deep Generative Models on Graphs.
CoRR
Nhat Khang Ngo, Truong Son-Hy, Risi Kondor