Truong Son Hy

38 papers A* 1A 2Misc 1Journal 28Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Novel Framework for Automated Explain Vision Model Using Vision-Language Models.
CoRR
Phu-Vinh Nguyen, Tan-Hanh Pham, Chris Ngo, Truong Son Hy
2025 Misc conf
Effective Context Modeling Framework for Emotion Recognition in Conversations.
ICASSP
Van Cuong Tran, Thanh V. T. Tran, Van Nguyen, Truong Son Hy
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
Multimodal graph representation learning for website generation based on visual sketch.
CoRR
Tung D. Vu, Chung Hoang, Truong Son Hy
2025 J jnl
Protein Design by Directed Evolution Guided by Large Language Models.
IEEE Trans. Evol. Comput.
Thanh V. T. Tran, Truong Son Hy
2025 J jnl
VietMedKG: Knowledge Graph and Benchmark for Traditional Vietnamese Medicine.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Tam Trinh, Anh Dao, Thi Hong Nhung Hy, Truong Son Hy
2024 A conf
DE-HNN: An effective neural model for Circuit Netlist representation.
AISTATS
Zhishang Luo, Truong Son Hy, Puoya Tabaghi, Michaël Defferrard, Elahe Rezaei, Ryan Carey, W. Rhett Davis, Rajeev Jain, Yusu Wang
2024 J jnl
DE-HNN: An effective neural model for Circuit Netlist representation.
CoRR
Zhishang Luo, Truong Son Hy, Puoya Tabaghi, Donghyeon Koh, Michaël Defferrard, Elahe Rezaei, Ryan Carey, W. Rhett Davis, Rajeev Jain, Yusu Wang
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
ESGNN: Towards Equivariant Scene Graph Neural Network for 3D Scene Understanding.
CoRR
Quang P. M. Pham, Khoi T. N. Nguyen, Lan C. Ngo, Truong Do, Truong Son Hy
2024 J jnl
Effective Context Modeling Framework for Emotion Recognition in Conversations.
CoRR
Van Cuong Tran, Thanh V. T. Tran, Van Nguyen, 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 — conf
HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations.
EACL (Findings)
Minh Nguyen, Nghi Bui, Truong Son Hy, Long Tran-Thanh, Tien Nguyen
2024 J jnl
Learning to Solve Multiresolution Matrix Factorization by Manifold Optimization and Evolutionary Metaheuristics.
CoRR
Truong Son Hy, Thieu Khang, Risi Kondor
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
SAMSA: Efficient Transformer for Many Data Modalities.
CoRR
Minh Lenhat, Viet Anh Nguyen, Khoa Nguyen, Duong Duc Hieu, Dao Huu Hung, Truong Son Hy
2024 J jnl
Sampling Foundational Transformer: A Theoretical Perspective.
CoRR
Viet Anh Nguyen, Minh Lenhat, Khoa Nguyen, Duong Duc Hieu, Dao Huu Hung, 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
2024 J jnl
TESGNN: Temporal Equivariant Scene Graph Neural Networks for Efficient and Robust Multi-View 3D Scene Understanding.
CoRR
Quang P. M. Pham, Khoi T. N. Nguyen, Lan C. Ngo, Dezhen Song, Truong Do, Truong Son Hy
2023 — conf
Fast Temporal Wavelet Graph Neural Networks.
NeurReps
Duc Thien Nguyen, Manh Duc Tuan Nguyen, Truong Son Hy, Risi Kondor
2023 J jnl
Global Contrastive Learning for Long-Tailed Classification.
Trans. Mach. Learn. Res.
Thong Bach, Anh Tong, Truong Son Hy, Vu Nguyen, Thanh Nguyen-Tang
2023 J jnl
Graph Attention-based Deep Reinforcement Learning for solving the Chinese Postman Problem with Load-dependent costs.
CoRR
Cong Dao Tran, Truong Son Hy
2023 J jnl
Multimodal Graph Learning for Modeling Emerging Pandemics with Big Data.
CoRR
Khanh-Tung Tran, Truong Son Hy, Lili Jiang, Xuan-Son Vu
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
Multiresolution equivariant graph variational autoencoder.
Mach. Learn. Sci. Technol.
Truong Son Hy, Risi Kondor
2023 J jnl
Neural Multigrid Memory For Computational Fluid Dynamics.
CoRR
Duc Minh Nguyen, Minh Chau Vu, Tuan Anh Nguyen, Tri Huynh, Nguyen Tri Nguyen, Truong Son Hy
2023 A* conf
On the Connection Between MPNN and Graph Transformer.
ICML
Chen Cai, Truong Son Hy, Rose Yu, Yusu Wang
2023 J jnl
On the Connection Between MPNN and Graph Transformer.
CoRR
Chen Cai, Truong Son Hy, Rose Yu, Yusu Wang
2023 J jnl
Sparsity exploitation via discovering graphical models in multi-variate time-series forecasting.
CoRR
Ngoc-Dung Do, Truong Son Hy, Duy Khuong Nguyen
2023 J jnl
Symmetry-preserving graph attention network to solve routing problems at multiple resolutions.
CoRR
Cong Dao Tran, Thong Bach, Truong Son Hy
2023 J jnl
Target-aware Variational Auto-encoders for Ligand Generation with Multimodal Protein Representation Learning.
CoRR
Nhat Khang Ngo, Truong Son Hy
2023 — conf
ViDeBERTa: A powerful pre-trained language model for Vietnamese.
EACL (Findings)
Cong Dao Tran, Nhut Huy Pham, Anh Nguyen, Truong Son Hy, Tu Vu
2023 J jnl
ViDeBERTa: A powerful pre-trained language model for Vietnamese.
CoRR
Cong Dao Tran, Nhut Huy Pham, Anh Nguyen, Truong Son Hy, Tu Vu
2022 — conf
Multiresolution Matrix Factorization and Wavelet Networks on Graphs.
TAG-ML
Truong Son Hy, Risi Kondor
2022 — conf
Temporal Multiresolution Graph Neural Networks For Epidemic Prediction.
Healthcare AI and COVID-19 Workshop
Truong Son Hy, Viet Bach Nguyen, Long Tran-Thanh, Risi Kondor