Phi Le Nguyen

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 80

Top Topics

Sensor Networks

Reinforcement Learning

Top Venues

IEEE Trans. Netw. Serv. Manag.

Eng. Appl. Artif. Intell.

Publications

Van An Le, Yusheng Ji, Huu Huy Tran, Phi Le Nguyen, John C. S. Lui
Achieving Multi-Time-Step Segment Routing via Traffic Prediction and Compressive Sensing Techniques. IEEE Trans. Netw. Serv. Manag. 21 (2) (2024)
Trung Thanh Nguyen, Truong Thao Nguyen, Tuan Anh Nguyen Dinh, Thanh Hung Nguyen, Phi Le Nguyen
Q-learning-based Opportunistic Communication for Real-time Mobile Air Quality Monitoring Systems. CoRR (2024)
Trung Thanh Nguyen, Truong Thao Nguyen, Thanh Hung Nguyen, Phi Le Nguyen
Fuzzy Q-Learning-Based Opportunistic Communication for MEC-Enhanced Vehicular Crowdsensing. CoRR (2024)
Thanh Tam Nguyen, Thanh Trung Huynh, Zhao Ren, Thanh Toan Nguyen, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen
A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures. CoRR (2024)
Viet Hung Vu, Duc Long Nguyen, Thanh Hung Nguyen, Quoc Viet Hung Nguyen, Phi Le Nguyen, Thanh Trung Huynh
Self-supervised air quality estimation with graph neural network assistance and attention enhancement. Neural Comput. Appl. 36 (19) (2024)
Trung Thanh Nguyen, Phi Le Nguyen, Yasutomo Kawanishi, Takahiro Komamizu, Ichiro Ide
Zero-Shot Pill-Prescription Matching With Graph Convolutional Network and Contrastive Learning. IEEE Access 12 (2024)
Pham Minh Khiem, Phi Le Nguyen, Viet Hung Vu, Thao Nguyen Truong, Hoa Vo-Van, Thanh Ngo-Duc
A data-driven approach for high accurate spatiotemporal precipitation estimation. Neural Comput. Appl. 36 (11) (2024)
Duc Long Nguyen, Phi Le Nguyen, Thao Nguyen Truong
Combating Quality Distortion in Federated Learning with Collaborative Data Selection. PAKDD (3) (2024)
Thuy Dung Nguyen, Tuan Nguyen, Phi Le Nguyen, Hieu H. Pham, Khoa D. Doan, Kok-Seng Wong
Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
Darnbi Sakong, Viet Hung Vu, Thanh Trung Huynh, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Thanh Tam Nguyen
Higher-order knowledge-enhanced recommendation with heterogeneous hypergraph multi-attention. Inf. Sci. 680 (2024)
Thanh Trung Huynh, Trong Bang Nguyen, Phi Le Nguyen, Thanh Tam Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
Fast-FedUL: A Training-Free Federated Unlearning with Provable Skew Resilience. CoRR (2024)
Anh Duy Nguyen, Thu Hang Phung, Thuy Dung Nguyen, Huy Hieu Pham, Kien Nguyen, Phi Le Nguyen
GAMMA: A universal model for calibrating sensory data of multiple low-cost air monitoring devices. Eng. Appl. Artif. Intell. 128 (2024)
Darnbi Sakong, Viet Hung Vu, Thanh Trung Huynh, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Thanh Tam Nguyen
Heterogeneous Hypergraph Embedding for Recommendation Systems. CoRR (2024)
Quan Nguyen, Hieu H. Pham, Kok-Seng Wong, Phi Le Nguyen, Truong Thao Nguyen, Minh N. Do
FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource-Constrained Devices Using Divide and Collaborative Training. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Thanh Trung Nguyen, Minh Hai Vu, Thi Ha Ly Dinh, Phi Le Nguyen, Kien Nguyen
MuLeS: A Multi-Client Learning-Based MPQUIC Scheduler. CCNC (2024)
Van An Le, Nam Duong Tran, Phuong Nam Nguyen, Thanh Hung Nguyen, Phi Le Nguyen, Truong Thao Nguyen, Yusheng Ji
Enhancing the Generalization of Personalized Federated Learning with Multi-head Model and Ensemble Voting. IPDPS (2024)
Quang-Ha Pham, Nang Hung Nguyen, Thanh Hung Nguyen, Huy Hieu Pham, Phi Le Nguyen, Truong Thao Nguyen
SEM: A Simple Yet Efficient Model-agnostic Local Training Mechanism to Tackle Data Sparsity and Scarcity in Federated Learning. candar (2023)
Thuy Dung Nguyen, Tuan Nguyen, Phi Le Nguyen, Hieu H. Pham, Khoa Doan, Kok-Seng Wong
Backdoor Attacks and Defenses in Federated Learning: Survey, Challenges and Future Research Directions. CoRR (2023)
Minh Quang Le, Nguyen Nang Hung, Kien Nguyen, Phi Le Nguyen, Phan Thuan Do
Perpetual Sensor Networks with the Minimum Number of Mobile Chargers. SoICT (2023)
Hoang Dang Nguyen, Dinh Nguyen Vu, Viet Anh Nguyen, Tien Dong Nguyen, Phi Le Nguyen
A Robust Document Localization Solution with Segmentation and Clustering. IEA/AIE (1) (2023)
Haruki Kurisaka, Phi Le Nguyen, Kien Nguyen, Hiroo Sekiya
An Evaluation of IoT Device Performance in Ethereum-Based IoT System. RIVF (2023)
Xuan Cuong Do, Hoang Dang Nguyen, Nhat Hai Nguyen, Thanh Hung Nguyen, Hieu Pham, Phi Le Nguyen
A Novel Approach for Extracting Key Information from Vietnamese Prescription Images. SoICT (2023)
Anh Duy Nguyen, Trang H. Tran, Hieu H. Pham, Phi Le Nguyen, Lam M. Nguyen
Learning Robust and Consistent Time Series Representations: A Dilated Inception-Based Approach. CoRR (2023)
Thuy Dung Nguyen, Anh Duy Nguyen, Thanh-Hung Nguyen, Kok-Seng Wong, Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen
FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection. IJCNN (2023)
Thanh Trung Nguyen, Minh Hai Vu, Phi Le Nguyen, Phan-Thuan Do, Kien Nguyen
A Q-learning-based Multipath Scheduler for Data Transmission Optimization in Heterogeneous Wireless Networks. CCNC (2023)
Thanh Trung Huynh, Minh Hieu Nguyen, Thanh Tam Nguyen, Phi Le Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction. WSDM (2023)
Anh Duy Nguyen, Viet Hung Vu, Duc Viet Hoang, Thuy Dung Nguyen, Kien Nguyen, Phi Le Nguyen, Yusheng Ji
Attentional ensemble model for accurate discharge and water level prediction with training data enhancement. Eng. Appl. Artif. Intell. 126 (Part D) (2023)
Nam Duong Tran, Manh Cuong Dao, Thanh Hung Nguyen, Thi Ha Ly Dinh, Kien Nguyen, Phi Le Nguyen
A Deep Reinforcement Learning-Based Multi-objective Optimization for Crowdsensing-Based Air Quality Monitoring Systems. ACIIDS (Companion) (2023)
Thanh Toan Nguyen, Nguyen Duc Khang Quach, Thanh Tam Nguyen, Thanh Trung Huynh, Viet Hung Vu, Phi Le Nguyen, Jun Jo, Quoc Viet Hung Nguyen
Poisoning GNN-based Recommender Systems with Generative Surrogate-based Attacks. ACM Trans. Inf. Syst. 41 (3) (2023)
Minh Tu Le, Bao Thang Ta, Nhat Minh Le, Phi Le Nguyen, Van Hai Do
A Gaussian Distribution Labeling Method for Speech Quality Assessment. CSoNet (2023)
Tue M. Cao, Nhat H. Tran, Phi Le Nguyen, Hieu H. Pham
Multimodal contrastive learning for diagnosing cardiovascular diseases from electrocardiography (ECG) signals and patient metadata. CoRR (2023)
Nang Hung Nguyen, Duc Long Nguyen, Trong Bang Nguyen, Thanh-Hung Nguyen, Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen
CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge DIStilled Regularization. CoRR (2023)
Nang Hung Nguyen, Duc Long Nguyen, Trong Bang Nguyen, Thanh-Hung Nguyen, Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen
CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge DIStilled Regularization. CCGrid (2023)
Anh Duy Nguyen, Huy Hieu Pham, Huynh Thanh Trung, Quoc Viet Hung Nguyen, Thao Nguyen Truong, Phi Le Nguyen
High Accurate and Explainable Multi-Pill Detection Framework with Graph Neural Network-Assisted Multimodal Data Fusion. CoRR (2023)
Thuy Dung Nguyen, Anh Duy Nguyen, Kok-Seng Wong, Huy Hieu Pham, Thanh Hung Nguyen, Phi Le Nguyen, Truong Thao Nguyen
FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection. CoRR (2023)
Hoang Quan Pham, Manh Cuong Pham, Van Chien Trinh, Phi Le Nguyen, Thanh Hung Nguyen
A Q-Learning-based Energy Efficiency Optimization in LoRa Networks. SoICT (2023)
Giang Nguyen, Thi Ha Ly Dinh, Thanh Hung Nguyen, Kien Nguyen, Phi Le Nguyen
A Data-Driven Scheduling Strategy for Mobile Air Quality Monitoring Devices. ACIIDS (2) (2023)
Anh Duy Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Thanh Hung Nguyen, Phi Le Nguyen
Image-Based Contextual Pill Recognition with Medical Knowledge Graph Assistance. ACIIDS (Companion) (2022)
Tuan Anh Nguyen Dinh, Anh Duy Nguyen, Truong Thao Nguyen, Thanh-Hung Nguyen, Phi Le Nguyen
Spatial-temporal Coverage Maximization in Vehicle-based Mobile Crowdsensing for Air Quality Monitoring. WCNC (2022)
Trung Thanh Nguyen, Hoang Dang Nguyen, Thanh-Hung Nguyen, Huy Hieu Pham, Ichiro Ide, Phi Le Nguyen
A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive Learning. PRICAI (1) (2022)
Kien Nguyen, Phi Le Nguyen, Hiroo Sekiya
A Host-based Investigation of IPv6 in Academia: The Cases of Japan and Vietnam. CCNC (2022)
Thuy Dung Nguyen, Tuyen Nguyen, Thanh-Hung Nguyen, Kien Nguyen, Phi Le Nguyen
Joint Optimization of Charging Location and Time for Network Lifetime Extension in WRSNs. IEEE Trans. Green Commun. Netw. 6 (2) (2022)
Thu Hang Phung, Duc Long Nguyen, Viet Hung Vu, Thanh Trung Huynh, Thanh Hung Nguyen, Phi Le Nguyen
Unsupervised Air Quality Interpolation with Attentive Graph Neural Network. SoICT (2022)
Hieu Dinh, Nang Hung Nguyen, Trung Thanh Nguyen, Thanh-Hung Nguyen, Truong Thao Nguyen, Phi Le Nguyen
Deep Reinforcement Learning-based Offloading for Latency Minimization in 3-tier V2X Networks. WCNC (2022)
Minh Hai Vu, Giang T. T. Nguyen, Hai Dang Tran, Thanh Trung Nguyen, Phan-Thuan Do, Phi Le Nguyen, Kien Nguyen
An Empirical Study of MPQUIC Schedulers in Mobile Wireless Networks. SoICT (2022)
Thanh Trung Huynh, Minh Hieu Nguyen, Thanh Tam Nguyen, Phi Le Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction. CoRR (2022)
Anh Duy Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Thanh-Hung Nguyen, Phi Le Nguyen
Image-based Contextual Pill Recognition with Medical Knowledge Graph Assistance. CoRR (2022)
Trung Thanh Nguyen, Hoang Dang Nguyen, Thanh-Hung Nguyen, Huy Hieu Pham, Ichiro Ide, Phi Le Nguyen
A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive Learning. CoRR (2022)
Nang Hung Nguyen, Phi Le Nguyen, Duc Long Nguyen, Trung Thanh Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Truong Thao Nguyen
FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning. CoRR (2022)
Thanh Trung Nguyen, Minh Hai Vu, Phi Le Nguyen, Phan-Thuan Do, Kien Nguyen
A Reinforcement Learning-based Multipath Scheduling for Heterogeneous Wireless Networks. WF-IoT (2022)
Trung Thanh Nguyen, Truong Thao Nguyen, Thanh-Hung Nguyen, Phi Le Nguyen
Fuzzy Q-Learning-Based Opportunistic Communication for MEC-Enhanced Vehicular Crowdsensing. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Bao Hieu Tran, Thanh Le-Cong, Huu Manh Nguyen, Duc Anh Le, Thanh-Hung Nguyen, Phi Le Nguyen
SAFL: A Self-Attention Scene Text Recognizer with Focal Loss. CoRR (2022)
Trong-Tung Nguyen, Hieu H. Pham, Phi Le Nguyen, Thanh-Hung Nguyen, Minh Do
Multi-stream Fusion for Class Incremental Learning in Pill Image Classification. CoRR (2022)
Hung Cuong Nguyen, Manh Cuong Dao, Thanh Trung Nguyen, Ngoc Khanh Doan, Thanh Hung Nguyen, Truong Thao Nguyen, Phi Le Nguyen
Deep Reinforcement Learning-based Charging Algorithm for Target Coverage and Connectivity in WRSNs. PIMRC (2022)
Viet Dung Nguyen, Phi Le Nguyen, Kien Nguyen, Phan-Thuan Do
Constant approximation for opportunistic sensing in mobile air quality monitoring system. Comput. Networks 202 (2022)
Trong-Tung Nguyen, Hieu H. Pham, Phi Le Nguyen, Thanh-Hung Nguyen, Minh Do
Multi-stream Fusion for Class Incremental Learning in Pill Image Classification. ACCV (2) (2022)
Minh Hieu Nguyen, Viet Huy Nguyen, Thanh Trung Huynh, Thanh Hung Nguyen, Quoc Viet Hung Nguyen, Phi Le Nguyen
A Lightweight and Efficient GA-Based Model-Agnostic Feature Selection Scheme for Time Series Forecasting. ACIIDS (2) (2022)
Hiroaki Motohashi, Phi Le Nguyen, Kien Nguyen, Hiroo Sekiya
Implementation of P4-Based Schedulers for Multipath Communication. IEEE Access 10 (2022)
La Van Quan, Minh Hieu Nguyen, Thanh Hung Nguyen, Kien Nguyen, Phi Le Nguyen
On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks. ACM Trans. Sens. Networks 18 (4) (2022)
Quan Nguyen, Hieu H. Pham, Kok-Seng Wong, Phi Le Nguyen, Truong Thao Nguyen, Minh N. Do
FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource Constrained Devices using Divide and Co-Training. CoRR (2022)
Nang Hung Nguyen, Phi Le Nguyen, Thuy Dung Nguyen, Trung Thanh Nguyen, Duc Long Nguyen, Thanh Hung Nguyen, Huy Hieu Pham, Truong Thao Nguyen
FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning. ICPP (2022)
Ngoc Bui, Phi Le Nguyen, Viet Anh Nguyen, Phan-Thuan Do
A Deep Reinforcement Learning-based Adaptive Charging Policy for Wireless Rechargeable Sensor Networks. CoRR (2022)
Thanh Tam Nguyen, Thanh Trung Huynh, Phi Le Nguyen, Alan Wee-Chung Liew, Hongzhi Yin, Quoc Viet Hung Nguyen
A Survey of Machine Unlearning. CoRR (2022)
Nang Hung Nguyen, Phi Le Nguyen, Hieu Dinh, Thanh-Hung Nguyen, Kien Nguyen
Multi-Agent Multi-Armed Bandit Learning for Offloading Delay Minimization in V2X Networks. EUC (2021)
Viet An Nguyen, Viet Hung Vu, Van-Sang Doan, Thanh-Hung Nguyen, Phan-Thuan Do, Kien Nguyen, Phi Le Nguyen, Minh Thuy Le
Realizing Mobile Air Quality Monitoring System: Architectural Concept and Device Prototype. APCC (2021)
Phi Le Nguyen, Nang Hung Nguyen, Tuan Anh Nguyen Dinh, Khanh Le, Thanh-Hung Nguyen, Kien Nguyen
QIH: An Efficient Q-Learning Inspired Hole-Bypassing Routing Protocol for WSNs. IEEE Access 9 (2021)
Van An Le, Tien Thanh Le, Phi Le Nguyen, Huynh Thi Thanh Binh, Rajendra Akerkar, Yusheng Ji
GCRINT: Network Traffic Imputation Using Graph Convolutional Recurrent Neural Network. ICC (2021)
Khanh-Van Nguyen, Chi-Hieu Nguyen, Phi Le Nguyen, Tien Van Do, Imrich Chlamtac
Energy-efficient routing in the proximity of a complicated hole in wireless sensor networks. Wirel. Networks 27 (4) (2021)
Kien Nguyen, Phi Le Nguyen, Zhetao Li, Hiroo Sekiya
Empowering 5G Mobile Devices With Network Softwarization. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Anh Duy Nguyen, Viet Hung Vu, Minh Hieu Nguyen, Duc Viet Hoang, Thanh-Hung Nguyen, Kien Nguyen, Phi Le Nguyen
Efficient Prediction of Discharge and Water Levels Using Ensemble Learning and Singular-Spectrum Analysis-Based Denoising. IEA/AIE (2) (2021)
Bao Hieu Tran, Duc Viet Hoang, Nguyen Manh Hiep, Pham Ngoc Bao Anh, Hoang Gia Bao, Nguyen Duc Anh, Bui Hai Phong, Thanh-Hung Nguyen, Phi Le Nguyen, Thi-Lan Le
MC-OCR Challenge 2021: A Multi-modal Approach for Mobile-Captured Vietnamese Receipts Recognition. RIVF (2021)
Van An Le, Tien Thanh Le, Phi Le Nguyen, Huynh Thi Thanh Binh, Yusheng Ji
Multi-time-step Segment Routing based Traffic Engineering Leveraging Traffic Prediction. IM (2021)
Thanh Le-Cong, Xuan Bach D. Le, Huynh Quyet Thang, Phi Le Nguyen
Usability and Aesthetics: Better Together for Automated Repair of Web Pages. ISSRE (2021)
Phi Le Nguyen, La Van Quan, Anh Duy Nguyen, Thanh-Hung Nguyen, Kien Nguyen
An On-Demand Charging for Connected Target Coverage in WRSNs Using Fuzzy Logic and Q-Learning. Sensors 21 (16) (2021)
Khanh-Van Nguyen, Chi-Hieu Nguyen, Phi Le Nguyen, Tien Van Do, Imrich Chlamtac
Correction to: Energy-efficient routing in the proximity of a complicated hole in wireless sensor networks. Wirel. Networks 27 (4) (2021)
Trung Thanh Nguyen, Truong Thao Nguyen, Tuan Anh Nguyen Dinh, Thanh-Hung Nguyen, Phi Le Nguyen
Q-learning-based Opportunistic Communication for Real-time Mobile Air Quality Monitoring Systems. IPCCC (2021)
Phi Le Nguyen, Ren-Hung Hwang, Pham Minh Khiem, Kien Nguyen, Ying-Dar Lin
Modeling and Minimizing Latency in Three-tier V2X Networks. GLOBECOM (2020)
La Van Quan, Thanh-Hung Nguyen, Phi Le Nguyen
Extending Network Lifetime by Exploiting Wireless Charging in WSN. RIVF (2020)
La Van Quan, Phi Le Nguyen, Thanh-Hung Nguyen, Kien Nguyen
Q-learning-based, Optimized On-demand Charging Algorithm in WRSN. NCA (2020)
Bao Hieu Tran, Thanh Le-Cong, Huu Manh Nguyen, Duc Anh Le, Thanh-Hung Nguyen, Phi Le Nguyen
SAFL: A Self-Attention Scene Text Recognizer with Focal Loss. ICMLA (2020)