Truong Son Hy
University of Chicago
H-index: 7
North America-United States
Top articles of Truong Son Hy
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
E(3)-Equivariant Mesh Neural Networks | Thuan Trang Nhat Khang Ngo Daniel Levy Thieu N Vo Siamak Ravanbakhsh | 2024/2/7 | |
Latent-based Directed Evolution accelerated by Gradient Ascent for Protein Sequence Design | bioRxiv | Nhat Khang Ngo Thanh VT Tran Viet Thanh Duy Nguyen Truong Son Hy | 2024/4/16 |
Complex-based Ligand-Binding Proteins Redesign by Equivariant Diffusion-based Generative Models | bioRxiv | Viet Thanh Duy Nguyen Nhan Nguyen Truong Son Hy | 2024 |
HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations | arXiv preprint arXiv:2205.15479 | Minh Huynh Nguyen Nghi DQ Bui Truong Son Hy Long Tran-Thanh Tien N Nguyen | 2022/5/31 |
Scalable Hierarchical Self-Attention with Learnable Hierarchy for Long-Range Interactions | Transactions on Machine Learning Research | Thuan Trang Khang Nhat Ngo Hugo Sonnery Thieu Vo Siamak Ravanbakhsh | 2024 |
Multimodal Protein Representation Learning and Target-aware Variational Auto-encoders for Protein-binding Ligand Generation | Machine Learning: Science and Technology | Nhat Khang Ngo Truong Son Hy | 2024/4/25 |
DE-HNN: An effective neural model for Circuit Netlist representation | Zhishang Luo Truong Son Hy Puoya Tabaghi Michaël Defferrard Elahe Rezaei | 2024/4/18 | |
Multimodal Graph Learning for Modeling Emerging Pandemics with Big Data | arXiv preprint arXiv:2310.14549 | Khanh-Tung Tran Truong Son Hy Lili Jiang Xuan-Son Vu | 2023/10/23 |
Graph Attention-based Deep Reinforcement Learning for solving the Chinese Postman Problem with Load-dependent costs | arXiv preprint arXiv:2310.15516 | Truong Son Hy Cong Dao Tran | 2023/10/24 |
Protein Design by Directed Evolution Guided by Large Language Models | bioRxiv | Trong Thanh Tran Truong Son Hy | 2023 |
Multiresolution Equivariant Graph Variational Autoencoder | Machine Learning: Science and Technology | Truong Son Hy Risi Kondor | 2023/3 |
Sparsity exploitation via discovering graphical models in multi-variate time-series forecasting | arXiv preprint arXiv:2306.17090 | Ngoc-Dung Do Truong Son Hy Duy Khuong Nguyen | 2023/6/29 |
Modeling Polypharmacy and Predicting Drug-Drug Interactions using Deep Generative Models on Multimodal Graphs | arXiv preprint arXiv:2302.08680 | Nhat Khang Ngo Truong Son Hy Risi Kondor | 2023/2/17 |
Global Contrastive Learning for Long-Tailed Classification | Transactions on Machine Learning Research | Thong Bach Anh Tong Truong Son Hy Vu Nguyen Thanh Nguyen-Tang | 2023/5/29 |
Fast Temporal Wavelet Graph Neural Networks | arXiv preprint arXiv:2302.08643 | Duc Thien Nguyen Manh Duc Tuan Nguyen Truong Son Hy Risi Kondor | 2023/2/17 |
Neural Multigrid Memory For Computational Fluid Dynamics | arXiv preprint arXiv:2306.12545 | Duc Minh Nguyen Minh Chau Vu Tuan Anh Nguyen Tri Huynh Nguyen Tri Nguyen | 2023/6/21 |
Symmetry-preserving graph attention network to solve routing problems at multiple resolutions | arXiv preprint arXiv:2310.15543 | Cong Dao Tran Thong Bach Truong Son Hy | 2023/10/24 |
Multimodal Pretraining for Unsupervised Protein Representation Learning | bioRxiv | Viet Thanh Duy Nguyen Truong Son Hy | 2023/12/1 |
On the Connection Between MPNN and Graph Transformer | Proceedings of the 40th International Conference on Machine Learning (ICML) | Chen Cai Truong Son Hy Rose Yu Yusu Wang | 2023/1/27 |
Target-aware variational auto-encoders for ligand generation with multi-modal protein modeling | Khang Ngo Truong Son Hy | 2023/10/27 |
Co-Authors
