Phi Le Nguyen - RankMe

139 papers A* 6A 5B 15C 4Misc 1Journal 75Unranked 33

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A review of instruction-guided image editing. Eng. Appl. Artif. Intell. Thanh Tam Nguyen, Zhao Ren, Trinh Pham, Phi Le Nguyen, Quoc Viet Hung Nguyen, Hongzhi Yin
2026	J	`jnl`	Causal Graph Learning via Distributional Invariance of Cause-Effect Relationship. CoRR Nang Hung Nguyen, Phi Le Nguyen, Truong Thao Nguyen, Trong Nghia Hoang, Masashi Sugiyama
2026	J	`jnl`	Causal Graph Learning via Distributional Invariance of Cause-Effect Relationship. Trans. Mach. Learn. Res. Nang Hung Nguyen, Phi Le Nguyen, Truong Thao Nguyen, Trong Nghia Hoang, Masashi Sugiyama
2026	J	`jnl`	Diffusion-Inspired Reconfiguration of Transformers for Uncertainty Calibration. CoRR Manh Cuong Dao, Quang Hung Pham, Phi Le Nguyen, Truong Thao Nguyen, Bryan Kian Hsiang Low, Trong Nghia Hoang
2026	J	`jnl`	Federated Prompt-Tuning with Heterogeneous and Incomplete Multimodal Client Data. CoRR Thu Hang Phung, Duong M. Nguyen, Thanh Trung Huynh, Quoc Viet Hung Nguyen, Trong Nghia Hoang, Phi Le Nguyen
2026	J	`jnl`	Overthinking Causes Hallucination: Tracing Confounder Propagation in Vision Language Models. CoRR Abin Shoby, Ta Duc Huy, Tuan Dung Nguyen, Minh Khoi Ho, Qi Chen, Anton van den Hengel, Phi Le Nguyen, Johan W. Verjans, Vu Minh Hieu Phan
2026	J	`jnl`	Rethinking Cross-Modal Fine-Tuning: Optimizing the Interaction between Feature Alignment and Target Fitting. CoRR Trong Khiem Tran, Manh Cuong Dao, Phi Le Nguyen, Truong Thao Nguyen, Trong Nghia Hoang
2025	—	`conf`	A Semi-Supervised Learning Framework with Cross-Magnification Attention for Glioma Mitosis Classification. ISBI Manh Duong Nguyen, Nguyen Dang Huy Pham, Phi Le Nguyen, Minh N. Do
2025	J	`jnl`	A Survey of Machine Unlearning. ACM Trans. Intell. Syst. Technol. Thanh Tam Nguyen, Thanh Trung Huynh, Zhao Ren, Phi Le Nguyen, Alan Wee-Chung Liew, Hongzhi Yin, Quoc Viet Hung Nguyen
2025	J	`jnl`	AIM: an accurate and explainable model for ATAC to GEX translation and pathway analysis. Memetic Comput. Quang H. Nguyen, Hoang V. Tran, Huu Tien Nguyen, Phuong T. M. Le, Phi Le Nguyen, Binh P. Nguyen
2025	J	`jnl`	Boosting Offline Optimizers with Surrogate Sensitivity. CoRR Manh Cuong Dao, Phi Le Nguyen, Truong Thao Nguyen, Trong Nghia Hoang
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`	Certified Unlearning for Federated Recommendation. ACM Trans. Inf. Syst. Thanh Trung Huynh, Trong Bang Nguyen, Thanh Toan Nguyen, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Thanh Tam Nguyen
2025	J	`jnl`	ConstStyle: Robust Domain Generalization with Unified Style Transformation. CoRR Nam Duong Tran, Nam Nguyen Phuong, Hieu H. Pham, Phi Le Nguyen, My T. Thai
2025	J	`jnl`	Enhancing tropical cyclone intensity forecasting over the Bien Dong Sea with foundation model and prompt tuning. Eng. Appl. Artif. Intell. Duc Long Nguyen, Duc Tien Du, Xuan Manh Nguyen, Ngoc Tu Nguyen, Khanh Hung Mai, Dinh Quan Dang, Gia Nam Hoang, Anh Duc Tran, Thanh Hung Nguyen, Diep N. Nguyen, Phi Le Nguyen, Van Khiem Mai
2025	J	`jnl`	Evaluating MPQUIC schedulers in dynamic wireless networks with 2D and 3D mobility. Comput. Networks Minh Hai Vu, Thanh Trung Nguyen, Thi Ha Ly Dinh, Thanh-Hung Nguyen, Phi Le Nguyen, Kien Nguyen, Hiroo Sekiya
2025	J	`jnl`	Expressive and Scalable Quantum Fusion for Multimodal Learning. CoRR Tuyen Nguyen, Trong Nghia Hoang, Phi Le Nguyen, Hai L. Vu, Truong Cong Thang
2025	Misc	`conf`	Foundation Model and Temporal Priors-guided Transductive Few-shot Action Recognition. ICASSP Bach Vu, Hoang Nguyen, Quang Minh Nguyen, Duong Le, Hieu Pham, Phi Le Nguyen, Lam M. Nguyen
2025	J	`jnl`	Incorporating Surrogate Gradient Norm to Improve Offline Optimization Techniques. CoRR Manh Cuong Dao, Phi Le Nguyen, Truong Thao Nguyen, Trong Nghia Hoang
2025	J	`jnl`	Learning Reconfigurable Representations for Multimodal Federated Learning with Missing Data. CoRR Duong M. Nguyen, Trong Nghia Hoang, Thanh Trung Huynh, Quoc Viet Hung Nguyen, Phi Le Nguyen
2025	A*	`conf`	Localizing Before Answering: A Benchmark for Grounded Medical Visual Question Answering. IJCAI Dung Nguyen, Minh Khoi Ho, Huy D. Ta, Thanh Tam Nguyen, Qi Chen, Kumar Rav, Quy Duong Dang, Satwik Ramchandre, Son Lam Phung, Zhibin Liao, Minh-Son To, Johan Verjans, Phi Le Nguyen, Vu Minh Hieu Phan
2025	J	`jnl`	Localizing Before Answering: A Hallucination Evaluation Benchmark for Grounded Medical Multimodal LLMs. CoRR Dung Nguyen, Minh Khoi Ho, Huy D. Ta, Thanh Tam Nguyen, Qi Chen, Kumar Rav, Quy Duong Dang, Satwik Ramchandre, Son Lam Phung, Zhibin Liao, Minh-Son To, Johan Verjans, Phi Le Nguyen, Vu Minh Hieu Phan
2025	—	`conf`	MLAlgo-Bench: Can Machines Implement Machine Learning Algorithms? EMNLP (Findings) Yunfei Wang, Yeqin Zhang, Yuyang Wu, Liang Lu, Phi Le Nguyen, Xiaoliang Wang, Nguyen Cam-Tu
2025	J	`jnl`	M³-SLR: Self-Supervised Pretraining With MaxFlow MaskFeat for Improved Multi-View Sign Language Representation. IEEE Access Tran Tri Dung Nguyen, Thi Thuy Nga Do, Quang Huy Hoang, Phi Le Nguyen, Vu Tran Anh
2025	A*	`conf`	NeurFlow: Interpreting Neural Networks through Neuron Groups and Functional Interactions. ICLR Tue Minh Cao, Nhat Hoang-Xuan, Hieu H. Pham, Phi Le Nguyen, My T. Thai
2025	J	`jnl`	NeurFlow: Interpreting Neural Networks through Neuron Groups and Functional Interactions. CoRR Tue Minh Cao, Nhat X. Hoang, Hieu H. Pham, Phi Le Nguyen, My T. Thai
2025	J	`jnl`	Noisy data-based attack: A new type of untargeted attack in Federated Learning and its countermeasures. Future Gener. Comput. Syst. Manh Cuong Dao, Phi Le Nguyen, Hieu H. Pham, Thanh Hung Nguyen, Peng Chen, Mohamed Wahib, Truong Thao Nguyen
2025	J	`jnl`	On-device diagnostic recommendation with heterogeneous federated BlockNets. Sci. China Inf. Sci. Minh Hieu Nguyen, Thanh Trung Huynh, Thanh Toan Nguyen, Phi Le Nguyen, Hien Thu Pham, Jun Jo, Thanh Tam Nguyen
2025	J	`jnl`	PADM: A Physics-aware Diffusion Model for Attenuation Correction. CoRR Trung Kien Pham, Hoang Minh Vu, Anh Duc Chu, Dac Thai Nguyen, Trung Thanh Nguyen, Thao Nguyen Truong, Hong Son Mai, Thanh Trung Nguyen, Phi Le Nguyen
2025	—	`conf`	PedCLIP: A Vision-Language Model for Pediatric X-Rays with Mixture of Body Part Experts. MICCAI (5) Ta Duc Huy, Abin Shoby, Sen Kim Tran, Yutong Xie, Qi Chen, Phi Le Nguyen, Akshay Gole, Lingqiao Liu, Antonios Perperidis, Mark Friswell, Rebecca Linke, Andrea Glynn, Minh-Son To, Anton van den Hengel, Johan Verjans, Zhibin Liao, Minh Hieu Phan
2025	J	`jnl`	Performance evaluation of ethereum consensus mechanisms in IoT-blockchain systems using resource-constrained devices. Clust. Comput. Haruki Kurisaka, Yue Su, Phi Le Nguyen, Kien Nguyen, Hiroo Sekiya
2025	J	`jnl`	Privacy-preserving explainable AI: a survey. Sci. China Inf. Sci. Thanh Tam Nguyen, Thanh Trung Huynh, Zhao Ren, Thanh Toan Nguyen, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen
2025	J	`jnl`	ROOT: Rethinking Offline Optimization as Distributional Translation via Probabilistic Bridge. CoRR Manh Cuong Dao, The Hung Tran, Phi Le Nguyen, Truong Thao Nguyen, Trong Nghia Hoang
2025	J	`jnl`	SAFA: Handling Sparse and Scarce Data in Federated Learning With Accumulative Learning. IEEE Trans. Computers Nang Hung Nguyen, Truong Thao Nguyen, Trong Nghia Hoang, Hieu H. Pham, Thanh Hung Nguyen, Phi Le Nguyen
2025	J	`jnl`	Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding. CoRR Ta Duc Huy, Duy Anh Huynh, Yutong Xie, Yuankai Qi, Qi Chen, Phi Le Nguyen, Sen Kim Tran, Son Lam Phung, Anton van den Hengel, Zhibin Liao, Minh-Son To, Johan W. Verjans, Vu Minh Hieu Phan
2025	A	`conf`	Sign Language Recognition: A Large-scale Multi-view Dataset and Comprehensive Evaluation. WACV Nguyen Son Dinh, Tuan Dung Nguyen, Duc Tri Tran, Nguyen Dang Huy Pham, Thuan Hieu Tran, Ngoc Anh Tong, Quang Huy Hoang, 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
2025	—	`conf`	Unleashing SAM for Few-Shot Medical Image Segmentation with Dual-Encoder and Automated Prompting. MICCAI (6) Cuong M. Pham, Phi Le Nguyen, Thanh Trung Nguyen, Vu Minh Hieu Phan, Binh P. Nguyen
2024	B	`conf`	A Contrastive Learning and Graph-based Approach for Missing Modalities in Multimodal Federated Learning. IJCNN Thu Hang Phung, Binh P. Nguyen, Thanh Hung Nguyen, Quoc Viet Hung Nguyen, Phi Le Nguyen, Thanh Trung Huynh
2024	J	`jnl`	A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures. CoRR Thanh Tam Nguyen, Thanh Trung Huynh, Zhao Ren, Thanh Toan Nguyen, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen
2024	J	`jnl`	A data-driven approach for high accurate spatiotemporal precipitation estimation. Neural Comput. Appl. Pham Minh Khiem, Phi Le Nguyen, Viet Hung Vu, Truong Thao Nguyen, Hoa Vo-Van, Thanh Ngo-Duc
2024	J	`jnl`	Achieving Multi-Time-Step Segment Routing via Traffic Prediction and Compressive Sensing Techniques. IEEE Trans. Netw. Serv. Manag. Van An Le, Yusheng Ji, Huu Huy Tran, Phi Le Nguyen, John C. S. Lui
2024	B	`conf`	An Automated PM2.5 Analysis and Prediction System with Encoder-Decoder Architecture and Continual Learning Mechanism. TrustCom Le Anh Duc Vu, Minh Hai Vu, Bao Ngoc Tran, Minh Tung Hoang, Duc Anh Nguyen, Minh Quan Hoang, Phi Le Nguyen
2024	J	`jnl`	Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions. Eng. Appl. Artif. Intell. Thuy Dung Nguyen, Tuan Nguyen, Phi Le Nguyen, Hieu H. Pham, Khoa D. Doan, Kok-Seng Wong
2024	A*	`conf`	Boosting Offline Optimizers with Surrogate Sensitivity. ICML Manh Cuong Dao, Phi Le Nguyen, Truong Thao Nguyen, Trong Nghia Hoang
2024	A*	`conf`	CARER - ClinicAl Reasoning-Enhanced Representation for Temporal Health Risk Prediction. EMNLP Tuan Nguyen, Thanh Trung Huynh, Minh Hieu Phan, Quoc Viet Hung 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	—	`conf`	Combating Quality Distortion in Federated Learning with Collaborative Data Selection. PAKDD (3) Duc Long Nguyen, Phi Le Nguyen, Truong Thao Nguyen
2024	A	`conf`	Enhancing the Generalization of Personalized Federated Learning with Multi-head Model and Ensemble Voting. IPDPS Van An Le, Nam Duong Tran, Phuong Nam Nguyen, Thanh Hung Nguyen, Phi Le Nguyen, Truong Thao Nguyen, Yusheng Ji
2024	J	`jnl`	FQ-SAT: A fuzzy Q-learning-based MPQUIC scheduler for data transmission optimization. Comput. Commun. Thanh Trung Nguyen, Minh Hai Vu, Thi Ha Ly Dinh, Thanh Hung Nguyen, Phi Le Nguyen, Kien Nguyen
2024	—	`conf`	Fast-FedUL: A Training-Free Federated Unlearning with Provable Skew Resilience. ECML/PKDD (5) Thanh Trung Huynh, Trong Bang Nguyen, Phi Le Nguyen, Thanh Tam Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
2024	J	`jnl`	Fast-FedUL: A Training-Free Federated Unlearning with Provable Skew Resilience. CoRR Thanh Trung Huynh, Trong Bang Nguyen, Phi Le Nguyen, Thanh Tam Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
2024	B	`conf`	FedCert: Federated Accuracy Certification. NCA Minh Hieu Nguyen, Huu Tien Nguyen, Trung Thanh Nguyen, Manh Duong Nguyen, Trong Nghia Hoang, Truong Thao Nguyen, Phi Le Nguyen
2024	J	`jnl`	FedCert: Federated Accuracy Certification. CoRR Minh Hieu Nguyen, Huu Tien Nguyen, Trung Thanh Nguyen, Manh Duong Nguyen, Trong Nghia Hoang, Truong Thao Nguyen, Phi Le Nguyen
2024	J	`jnl`	FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource-Constrained Devices Using Divide and Collaborative Training. IEEE Trans. Netw. Serv. Manag. Quan Nguyen, Hieu H. Pham, Kok-Seng Wong, Phi Le Nguyen, Truong Thao Nguyen, Minh N. Do
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`	Fuzzy Q-Learning-Based Opportunistic Communication for MEC-Enhanced Vehicular Crowdsensing. CoRR Trung Thanh Nguyen, Truong Thao Nguyen, Thanh Hung Nguyen, Phi Le Nguyen
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	J	`jnl`	Heterogeneous Hypergraph Embedding for Recommendation Systems. CoRR Darnbi Sakong, Viet Hung Vu, Thanh Trung Huynh, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Thanh Tam Nguyen
2024	B	`conf`	Hierarchical Federated Learning in MEC Networks with Knowledge Distillation. IJCNN Tuan Dung Nguyen, Ngoc Anh Tong, Binh P. Nguyen, Quoc Viet Hung Nguyen, Phi Le Nguyen, Thanh Trung Huynh
2024	J	`jnl`	Higher-order knowledge-enhanced recommendation with heterogeneous hypergraph multi-attention. Inf. Sci. Darnbi Sakong, Viet Hung Vu, Thanh Trung Huynh, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Thanh Tam 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	A*	`conf`	Incorporating Surrogate Gradient Norm to Improve Offline Optimization Techniques. NeurIPS Cuong Dao, Phi Le Nguyen, Truong Thao Nguyen, Nghia Hoang
2024	J	`jnl`	Instruction-Guided Editing Controls for Images and Multimedia: A Survey in LLM era. CoRR Thanh Tam Nguyen, Zhao Ren, Trinh Pham, Thanh Trung Huynh, Phi Le Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen
2024	—	`conf`	LoGra: an LSTM-DDPG Integrated MPQUIC Scheduler for Mobile Video Streaming. VTC Fall Minh Hai Vu, Thanh Trung Nguyen, Thi Ha Ly Dinh, Phi Le Nguyen, Kien Nguyen
2024	—	`conf`	MuLeS: A Multi-Client Learning-Based MPQUIC Scheduler. CCNC Thanh Trung Nguyen, Minh Hai Vu, Thi Ha Ly Dinh, Phi Le Nguyen, Kien Nguyen
2024	—	`conf`	Multi-task Learning of Heterogeneous Hypergraph Representations in LBSNs. ADMA (3) Dong Duc Anh Nguyen, Minh Hieu Nguyen, Phi Le Nguyen, Jun Jo, Hongzhi Yin, Thanh Tam Nguyen
2024	J	`jnl`	Q-learning-based Opportunistic Communication for Real-time Mobile Air Quality Monitoring Systems. CoRR Trung Thanh Nguyen, Truong Thao Nguyen, Tuan Anh Nguyen Dinh, Thanh Hung Nguyen, Phi Le Nguyen
2024	J	`jnl`	Self-supervised air quality estimation with graph neural network assistance and attention enhancement. Neural Comput. Appl. Viet Hung Vu, Duc Long Nguyen, Thanh Hung Nguyen, Quoc Viet Hung Nguyen, Phi Le Nguyen, Thanh Trung Huynh
2024	B	`conf`	Traffic Engineering in Large-scale Networks via Multi-Agent Deep Reinforcement Learning with Joint-Training. ICCCN Van An Le, Duc Long Nguyen, Phi Le Nguyen, Yusheng Ji
2024	J	`jnl`	Zero-Shot Pill-Prescription Matching With Graph Convolutional Network and Contrastive Learning. IEEE Access Trung Thanh Nguyen, Phi Le Nguyen, Yasutomo Kawanishi, Takahiro Komamizu, Ichiro Ide
2023	—	`conf`	A Data-Driven Scheduling Strategy for Mobile Air Quality Monitoring Devices. ACIIDS (2) Giang Nguyen, Thi Ha Ly Dinh, Thanh Hung Nguyen, Kien Nguyen, Phi Le Nguyen
2023	—	`conf`	A Deep Reinforcement Learning-Based Multi-objective Optimization for Crowdsensing-Based Air Quality Monitoring Systems. ACIIDS (Companion) Nam Duong Tran, Manh Cuong Dao, Thanh Hung Nguyen, Thi Ha Ly Dinh, Kien Nguyen, Phi Le Nguyen
2023	—	`conf`	A Gaussian Distribution Labeling Method for Speech Quality Assessment. CSoNet Minh Tu Le, Bao Thang Ta, Nhat Minh Le, Phi Le Nguyen, Van Hai Do
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	—	`conf`	A Q-Learning-based Energy Efficiency Optimization in LoRa Networks. SoICT Hoang Quan Pham, Manh Cuong Pham, Chien Van Trinh, Phi Le Nguyen, Thanh Hung Nguyen
2023	—	`conf`	A Q-learning-based Multipath Scheduler for Data Transmission Optimization in Heterogeneous Wireless Networks. CCNC Thanh Trung Nguyen, Minh Hai Vu, Phi Le Nguyen, Phan-Thuan Do, Kien Nguyen
2023	—	`conf`	A Robust Document Localization Solution with Segmentation and Clustering. IEA/AIE (1) Hoang Dang Nguyen, Dinh Nguyen Vu, Viet Anh Nguyen, Tien Dong Nguyen, Phi Le Nguyen
2023	—	`conf`	An Evaluation of IoT Device Performance in Ethereum-Based IoT System. RIVF Haruki Kurisaka, Phi Le Nguyen, Kien Nguyen, Hiroo Sekiya
2023	J	`jnl`	Attentional ensemble model for accurate discharge and water level prediction with training data enhancement. Eng. Appl. Artif. Intell. Anh Duy Nguyen, Viet Hung Vu, Duc Viet Hoang, Thuy Dung Nguyen, Kien Nguyen, Phi Le Nguyen, Yusheng Ji
2023	J	`jnl`	Backdoor Attacks and Defenses in Federated Learning: Survey, Challenges and Future Research Directions. CoRR Thuy Dung Nguyen, Tuan Nguyen, Phi Le Nguyen, Hieu H. Pham, Khoa D. Doan, Kok-Seng Wong
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	A	`conf`	Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction. WSDM Thanh Trung Huynh, Minh Hieu Nguyen, Thanh Tam Nguyen, Phi Le Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
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	—	`conf`	IncepSE: Leveraging InceptionTime's performance with Squeeze and Excitaion mechanism in ECG analysis. SoICT Tue Cao, Nhat Tran, Phi Le Nguyen, Hung Nguyen, Hieu H. Pham
2023	J	`jnl`	Learning Robust and Consistent Time Series Representations: A Dilated Inception-Based Approach. CoRR Anh Duy Nguyen, Trang H. Tran, Hieu H. Pham, Phi Le Nguyen, Lam M. Nguyen
2023	J	`jnl`	Multimodal contrastive learning for diagnosing cardiovascular diseases from electrocardiography (ECG) signals and patient metadata. CoRR Tue Minh Cao, Nhat Hong Tran, Phi Le Nguyen, Hieu H. Pham
2023	—	`conf`	Perpetual Sensor Networks with the Minimum Number of Mobile Chargers. SoICT Minh Quang Le, Nguyen Nang Hung, Kien Nguyen, Phi Le Nguyen, Phan-Thuan Do
2023	J	`jnl`	Poisoning GNN-based Recommender Systems with Generative Surrogate-based Attacks. ACM Trans. Inf. Syst. 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
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	J	`jnl`	A Deep Reinforcement Learning-based Adaptive Charging Policy for Wireless Rechargeable Sensor Networks. CoRR Ngoc Bui, Phi Le Nguyen, Viet Anh Nguyen, Phan-Thuan Do
2022	—	`conf`	A Host-based Investigation of IPv6 in Academia: The Cases of Japan and Vietnam. CCNC Kien Nguyen, Phi Le Nguyen, Hiroo Sekiya
2022	—	`conf`	A Lightweight and Efficient GA-Based Model-Agnostic Feature Selection Scheme for Time Series Forecasting. ACIIDS (2) Minh Hieu Nguyen, Viet Huy Nguyen, Thanh Trung Huynh, Thanh Hung Nguyen, Quoc Viet Hung Nguyen, Phi Le 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	—	`conf`	A Reinforcement Learning-based Multipath Scheduling for Heterogeneous Wireless Networks. WF-IoT Thanh Trung Nguyen, Minh Hai Vu, Phi Le Nguyen, Phan-Thuan Do, Kien Nguyen
2022	J	`jnl`	A Survey of Machine Unlearning. CoRR Thanh Tam Nguyen, Thanh Trung Huynh, Phi Le Nguyen, Alan Wee-Chung Liew, Hongzhi Yin, Quoc Viet Hung Nguyen
2022	—	`conf`	An Empirical Study of MPQUIC Schedulers in Mobile Wireless Networks. SoICT Minh Hai Vu, Giang T. T. Nguyen, Hai Dang Tran, Thanh Trung Nguyen, Phan-Thuan Do, Phi Le Nguyen, Kien Nguyen
2022	J	`jnl`	Constant approximation for opportunistic sensing in mobile air quality monitoring system. Comput. Networks Viet Dung Nguyen, Phi Le Nguyen, Kien Nguyen, Phan-Thuan Do
2022	B	`conf`	Deep Reinforcement Learning-based Charging Algorithm for Target Coverage and Connectivity in WRSNs. PIMRC Hung Cuong Nguyen, Manh Cuong Dao, Thanh Trung Nguyen, Ngoc Khanh Doan, Thanh Hung Nguyen, Truong Thao Nguyen, Phi Le Nguyen
2022	B	`conf`	Deep Reinforcement Learning-based Offloading for Latency Minimization in 3-tier V2X Networks. WCNC Hieu Dinh, Nang Hung Nguyen, Trung Thanh Nguyen, Thanh-Hung Nguyen, Truong Thao Nguyen, Phi Le Nguyen
2022	J	`jnl`	Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction. CoRR Thanh Trung Huynh, Minh Hieu Nguyen, Thanh Tam Nguyen, Phi Le Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
2022	J	`jnl`	FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource Constrained Devices using Divide and Co-Training. CoRR Quan Nguyen, Hieu H. Pham, Kok-Seng Wong, Phi Le Nguyen, Truong Thao Nguyen, Minh N. 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	J	`jnl`	Fuzzy Q-Learning-Based Opportunistic Communication for MEC-Enhanced Vehicular Crowdsensing. IEEE Trans. Netw. Serv. Manag. Trung Thanh Nguyen, Truong Thao Nguyen, Thanh-Hung Nguyen, Phi Le 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
2022	J	`jnl`	Implementation of P4-Based Schedulers for Multipath Communication. IEEE Access Hiroaki Motohashi, Phi Le Nguyen, Kien Nguyen, Hiroo Sekiya
2022	J	`jnl`	Joint Optimization of Charging Location and Time for Network Lifetime Extension in WRSNs. IEEE Trans. Green Commun. Netw. Thuy Dung Nguyen, Tuyen Nguyen, Thanh-Hung Nguyen, Kien Nguyen, Phi Le Nguyen
2022	—	`conf`	Multi-stream Fusion for Class Incremental Learning in Pill Image Classification. ACCV (2) Trong-Tung Nguyen, Hieu H. Pham, Phi Le Nguyen, Thanh-Hung Nguyen, Minh Do
2022	J	`jnl`	Multi-stream Fusion for Class Incremental Learning in Pill Image Classification. CoRR Trong-Tung Nguyen, Hieu H. Pham, Phi Le Nguyen, Thanh-Hung Nguyen, Minh Do
2022	J	`jnl`	On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks. ACM Trans. Sens. Networks La Van Quan, Minh Hieu Nguyen, Thanh Hung Nguyen, Kien Nguyen, Phi Le Nguyen
2022	J	`jnl`	SAFL: A Self-Attention Scene Text Recognizer with Focal Loss. CoRR Bao Hieu Tran, Thanh Le-Cong, Huu Manh Nguyen, Duc Anh Le, Thanh-Hung Nguyen, Phi Le Nguyen
2022	B	`conf`	Spatial-temporal Coverage Maximization in Vehicle-based Mobile Crowdsensing for Air Quality Monitoring. WCNC Tuan Anh Nguyen Dinh, Anh Duy Nguyen, Truong Thao Nguyen, Thanh-Hung Nguyen, Phi Le Nguyen
2022	—	`conf`	Unsupervised Air Quality Interpolation with Attentive Graph Neural Network. SoICT Thu Hang Phung, Duc Long Nguyen, Viet Hung Vu, Thanh Trung Huynh, Thanh Hung Nguyen, Phi Le Nguyen
2021	J	`jnl`	An On-Demand Charging for Connected Target Coverage in WRSNs Using Fuzzy Logic and Q-Learning. Sensors Phi Le Nguyen, La Van Quan, Anh Duy Nguyen, Thanh-Hung Nguyen, Kien Nguyen
2021	J	`jnl`	Correction to: Energy-efficient routing in the proximity of a complicated hole in wireless sensor networks. Wirel. Networks Khanh-Van Nguyen, Chi-Hieu Nguyen, Phi Le Nguyen, Tien Van Do, Imrich Chlamtac
2021	—	`conf`	Efficient Prediction of Discharge and Water Levels Using Ensemble Learning and Singular-Spectrum Analysis-Based Denoising. IEA/AIE (2) Anh Duy Nguyen, Viet Hung Vu, Minh Hieu Nguyen, Duc Viet Hoang, Thanh-Hung Nguyen, Kien Nguyen, Phi Le Nguyen
2021	J	`jnl`	Empowering 5G Mobile Devices With Network Softwarization. IEEE Trans. Netw. Serv. Manag. Kien Nguyen, Phi Le Nguyen, Zhetao Li, Hiroo Sekiya
2021	J	`jnl`	Energy-efficient routing in the proximity of a complicated hole in wireless sensor networks. Wirel. Networks Khanh-Van Nguyen, Chi-Hieu Nguyen, Phi Le Nguyen, Tien Van Do, Imrich Chlamtac
2021	—	`conf`	GCRINT: Network Traffic Imputation Using Graph Convolutional Recurrent Neural Network. ICC Van An Le, Tien Thanh Le, Phi Le Nguyen, Huynh Thi Thanh Binh, Rajendra Akerkar, Yusheng Ji
2021	—	`conf`	MC-OCR Challenge 2021: A Multi-modal Approach for Mobile-Captured Vietnamese Receipts Recognition. RIVF 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
2021	C	`conf`	Multi-Agent Multi-Armed Bandit Learning for Offloading Delay Minimization in V2X Networks. EUC Nang Hung Nguyen, Phi Le Nguyen, Hieu Dinh, Thanh-Hung Nguyen, Kien Nguyen
2021	B	`conf`	Multi-time-step Segment Routing based Traffic Engineering Leveraging Traffic Prediction. IM Van An Le, Tien Thanh Le, Phi Le Nguyen, Huynh Thi Thanh Binh, Yusheng Ji
2021	C	`conf`	Q-learning-based Opportunistic Communication for Real-time Mobile Air Quality Monitoring Systems. IPCCC Trung Thanh Nguyen, Truong Thao Nguyen, Tuan Anh Nguyen Dinh, Thanh-Hung Nguyen, Phi Le Nguyen
2021	J	`jnl`	QIH: An Efficient Q-Learning Inspired Hole-Bypassing Routing Protocol for WSNs. IEEE Access Phi Le Nguyen, Nang Hung Nguyen, Tuan Anh Nguyen Dinh, Khanh Le, Thanh-Hung Nguyen, Kien Nguyen
2021	C	`conf`	Realizing Mobile Air Quality Monitoring System: Architectural Concept and Device Prototype. APCC Viet An Nguyen, Viet Hung Vu, Van-Sang Doan, Thanh-Hung Nguyen, Phan-Thuan Do, Kien Nguyen, Phi Le Nguyen, Minh Thuy Le
2021	A	`conf`	Usability and Aesthetics: Better Together for Automated Repair of Web Pages. ISSRE Thanh Le-Cong, Xuan-Bach Dinh Le, Huynh Quyet Thang, Phi Le Nguyen
2020	—	`conf`	Extending Network Lifetime by Exploiting Wireless Charging in WSN. RIVF La Van Quan, Thanh-Hung Nguyen, Phi Le Nguyen
2020	B	`conf`	Modeling and Minimizing Latency in Three-tier V2X Networks. GLOBECOM Phi Le Nguyen, Ren-Hung Hwang, Pham Minh Khiem, Kien Nguyen, Ying-Dar Lin
2020	B	`conf`	Q-learning-based, Optimized On-demand Charging Algorithm in WRSN. NCA La Van Quan, Phi Le Nguyen, Thanh-Hung Nguyen, Kien Nguyen
2020	C	`conf`	SAFL: A Self-Attention Scene Text Recognizer with Focal Loss. ICMLA Bao Hieu Tran, Thanh Le-Cong, Huu Manh Nguyen, Duc Anh Le, Thanh-Hung Nguyen, Phi Le Nguyen