Huy Hieu Pham

38 papers A* 1A 1B 5Journal 25Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
FedKDX: Federated Learning with Negative Knowledge Distillation for Enhanced Healthcare AI Systems.
CoRR
Quang-Tu Pham, Vu Hoang Dieu, Dinh-Dat Pham, Huy Hieu Pham
2025 — conf
Bridging Classification and Segmentation in Osteosarcoma Assessment via Foundation and Discrete Diffusion Models.
ISBI
Manh Duong Nguyen, Dac Thai Nguyen, Trung Viet Nguyen, Homi Yamada, Huy Hieu Pham, Phi Le Nguyen
2025 J jnl
Bridging Classification and Segmentation in Osteosarcoma Assessment via Foundation and Discrete Diffusion Models.
CoRR
Manh Duong Nguyen, Dac Thai Nguyen, Trung Viet Nguyen, Homi Yamada, Huy Hieu Pham, Phi Le Nguyen
2025 A conf
CT to PET Translation: A Large-Scale Dataset and Domain-Knowledge-Guided Diffusion Approach.
WACV
Dac Thai Nguyen, Trung Thanh Nguyen, Huu Tien Nguyen, Thanh Trung Nguyen, Huy Hieu Pham, Thanh Hung Nguyen, Truong Thao Nguyen, Phi Le Nguyen
2025 J jnl
Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report Generation.
CoRR
Huu Tien Nguyen, Dac Thai Nguyen, The Minh Duc Nguyen, Trung Thanh Nguyen, Thao Nguyen Truong, Huy Hieu Pham, Johan Barthelemy, Minh Quan Tran, Thanh Tam Nguyen, Quoc Viet Hung Nguyen, Quynh Anh Chau, Hong Son Mai, Thanh Trung Nguyen, Phi Le Nguyen
2024 J jnl
CT to PET Translation: A Large-scale Dataset and Domain-Knowledge-Guided Diffusion Approach.
CoRR
Dac Thai Nguyen, Trung Thanh Nguyen, Huu Tien Nguyen, Thanh Trung Nguyen, Huy Hieu Pham, Thanh Hung Nguyen, Truong Thao Nguyen, Phi Le Nguyen
2024 B conf
FedMAC: Tackling Partial-Modality Missing in Federated Learning with Cross-Modal Aggregation and Contrastive Regularization.
NCA
Manh Duong Nguyen, Trung Thanh Nguyen, Huy Hieu Pham, Trong Nghia Hoang, Phi Le Nguyen, Thanh Trung Huynh
2024 J jnl
FedMAC: Tackling Partial-Modality Missing in Federated Learning with Cross-Modal Aggregation and Contrastive Regularization.
CoRR
Manh Duong Nguyen, Trung Thanh Nguyen, Huy Hieu Pham, Trong Nghia Hoang, Phi Le Nguyen, Thanh Trung Huynh
2024 J jnl
GAMMA: A universal model for calibrating sensory data of multiple low-cost air monitoring devices.
Eng. Appl. Artif. Intell.
Anh Duy Nguyen, Thu Hang Phung, Thuy Dung Nguyen, Huy Hieu Pham, Kien Nguyen, Phi Le Nguyen
2024 A* conf
Improving Time Series Encoding with Noise-Aware Self-Supervised Learning and an Efficient Encoder.
ICDM
Duy A. Nguyen, Trang H. Tran, Huy Hieu Pham, Phi Le Nguyen, Lam M. Nguyen
2024 J jnl
Personalized Privacy-Preserving Framework for Cross-Silo Federated Learning.
IEEE Trans. Emerg. Top. Comput.
Van-Tuan Tran, Huy Hieu Pham, Kok-Seng Wong
2024 J jnl
Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram Synthesis.
CoRR
Nguyen Van Phi, Tri Nhan Luong Ha, Huy Hieu Pham, Quoc Long Tran
2023 — conf
A Novel Approach for Extracting Key Information from Vietnamese Prescription Images.
SoICT
Xuan Cuong Do, Hoang Dang Nguyen, Nhat Hai Nguyen, Thanh Hung Nguyen, Huy Hieu Pham, Phi Le Nguyen
2023 B conf
CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge DIStilled Regularization.
CCGrid
Nang Hung Nguyen, Duc Long Nguyen, Trong Bang Nguyen, Thanh-Hung Nguyen, Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen
2023 J jnl
CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge DIStilled Regularization.
CoRR
Nang Hung Nguyen, Duc Long Nguyen, Trong Bang Nguyen, Thanh-Hung Nguyen, Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen
2023 B conf
FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection.
IJCNN
Thuy Dung Nguyen, Anh Duy Nguyen, Thanh-Hung Nguyen, Kok-Seng Wong, Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen
2023 J jnl
FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection.
CoRR
Thuy Dung Nguyen, Anh Duy Nguyen, Kok-Seng Wong, Huy Hieu Pham, Thanh Hung Nguyen, Phi Le Nguyen, Truong Thao Nguyen
2023 J jnl
High Accurate and Explainable Multi-Pill Detection Framework with Graph Neural Network-Assisted Multimodal Data Fusion.
CoRR
Anh Duy Nguyen, Huy Hieu Pham, Huynh Thanh Trung, Quoc Viet Hung Nguyen, Truong Thao Nguyen, Phi Le Nguyen
2023 J jnl
Personalized Privacy-Preserving Framework for Cross-Silo Federated Learning.
CoRR
Van Tuan Tran, Huy Hieu Pham, Kok-Seng Wong
2023 — conf
SEM: A Simple Yet Efficient Model-agnostic Local Training Mechanism to Tackle Data Sparsity and Scarcity in Federated Learning.
candar
Quang-Ha Pham, Nang Hung Nguyen, Thanh Hung Nguyen, Huy Hieu Pham, Phi Le Nguyen, Truong Thao Nguyen
2022 — conf
A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive Learning.
PRICAI (1)
Trung Thanh Nguyen, Hoang Dang Nguyen, Thanh-Hung Nguyen, Huy Hieu Pham, Ichiro Ide, Phi Le Nguyen
2022 J jnl
A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive Learning.
CoRR
Trung Thanh Nguyen, Hoang Dang Nguyen, Thanh-Hung Nguyen, Huy Hieu Pham, Ichiro Ide, Phi Le Nguyen
2022 J jnl
A novel deep learning-based approach for sleep apnea detection using single-lead ECG signals.
CoRR
Anh-Tu Nguyen, Thao Nguyen, Huy-Khiem Le, Huy Hieu Pham, Cuong Do
2022 B conf
FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning.
ICPP
Nang Hung Nguyen, Phi Le Nguyen, Thuy Dung Nguyen, Trung Thanh Nguyen, Duc Long Nguyen, Thanh Hung Nguyen, Huy Hieu Pham, Truong Thao Nguyen
2022 J jnl
FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning.
CoRR
Nang Hung Nguyen, Phi Le Nguyen, Duc Long Nguyen, Trung Thanh Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Truong Thao Nguyen
2022 — conf
Image-Based Contextual Pill Recognition with Medical Knowledge Graph Assistance.
ACIIDS (Companion)
Anh Duy Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Thanh Hung Nguyen, Phi Le Nguyen
2022 J jnl
Image-based Contextual Pill Recognition with Medical Knowledge Graph Assistance.
CoRR
Anh Duy Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Thanh-Hung Nguyen, Phi Le Nguyen
2020 J jnl
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera.
Sensors
Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Sergio A. Velastin, Pablo Zegers
2019 — conf
A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data.
ICIAR (1)
Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin
2019 J jnl
A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data.
CoRR
Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin
2019 J jnl
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera.
CoRR
Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin
2019 J jnl
Learning to recognise 3D human action from a new skeleton-based representation using deep convolutional neural networks.
IET Comput. Vis.
Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin
2019 J jnl
Spatio-Temporal Image Representation of 3D Skeletal Movements for View-Invariant Action Recognition with Deep Convolutional Neural Networks.
Sensors
Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin
2018 J jnl
Exploiting deep residual networks for human action recognition from skeletal data.
Comput. Vis. Image Underst.
Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin
2018 J jnl
Learning and Recognizing Human Action from Skeleton Movement with Deep Residual Neural Networks.
CoRR
Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin
2018 J jnl
Learning to Recognize 3D Human Action from A New Skeleton-based Representation Using Deep Convolutional Neural Networks.
CoRR
Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin
2018 B conf
Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks.
ICIP
Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin
2018 J jnl
Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks.
CoRR
Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin