Duc-Tai Le

83 papers B 2Journal 34Unranked 47
YearRankTypeTitle / Venue / Authors
2026 J jnl
Clinical Graph-Mediated Distillation for Unpaired MRI-to-CFI Hypertension Prediction.
CoRR
Dillan Imans, Phuoc-Nguyen Bui, Duc-Tai Le, Hyunseung Choo
2026 J jnl
Curated Collaborative AI Edge With Network Data Analytics for B5G/6G Radio Access Networks.
IEEE Trans. Cogn. Commun. Netw.
Sardar Jaffar Ali, Syed M. Raza, Duc-Tai Le, Rajesh Challa, Min Young Chung, Ness Shroff, Hyunseung Choo
2026 J jnl
Multi-scale feature enhancement in multi-task learning for medical image analysis.
Artif. Intell. Medicine
Phuoc-Nguyen Bui, Duc-Tai Le, Junghyun Bum, Jong Chul Han, Van-Nguyen Pham, Hyunseung Choo
2026 J jnl
Representation Learning with Semantic-aware Instance and Sparse Token Alignments.
CoRR
Phuoc-Nguyen Bui, Toan Duc Nguyen, Junghyun Bum, Duc-Tai Le, Hyunseung Choo
2026 J jnl
Unsupervised Domain Adaptation with SAM-RefiSeR for Enhanced Brain Tumor Segmentation.
CoRR
Dillan Imans, Phuoc-Nguyen Bui, Duc-Tai Le, Hyunseung Choo
2025 J jnl
Curated Collaborative AI Edge with Network Data Analytics for B5G/6G Radio Access Networks.
CoRR
Sardar Jaffar Ali, Syed M. Raza, Duc-Tai Le, Rajesh Challa, Min Young Chung, Ness B. Shroff, Hyunseung Choo
2025 — conf
Deep Learning for Drug Response Prediction with Gene Expression Data.
ICOIN
Sardar Jaffar Ali, Muhammad Omer, Duc-Tai Le, Syed M. Raza, Hyunseung Choo
2025 J jnl
Distributed Q-learning-based Shortest-Path Tree Construction in IoT Sensor Networks.
CoRR
Van-Vi Vo, Tien-Dung Nguyen, Duc-Tai Le, Hyunseung Choo
2025 — conf
How to Predict Visual Field Defects from CFIs?
BIBM
Honggu Kang, Duc-Tai Le, Jong Chul Han, Junghyun Bum, Hyunseung Choo
2025 J jnl
In-time conditional handover for B5G/6G.
Comput. Commun.
Sardar Jaffar Ali, Syed M. Raza, Huigyu Yang, Duc-Tai Le, Rajesh Challa, Moonseong Kim, Hyunseung Choo
2025 — conf
Integrating Temporal Analysis with Hybrid Machine Learning and Deep Learning Models for Enhanced Air Quality Prediction.
IMCOM
Muhammad Omer, Sardar Jaffar Ali, Syed M. Raza, Duc-Tai Le, Hyunseung Choo
2025 — conf
NDAS: Noise-Decomposed Abnormal Segmentation for Robust Medical Image Retrieval.
IMCOM
Ju-Chan Kim, Pham Van Nguyen, Duc-Tai Le, Hyunseung Choo
2025 J jnl
Q-Learning-Based Time-Critical Data Aggregation Scheduling in IoT.
CoRR
Van-Vi Vo, Tien Dung Nguyen, Duc-Tai Le, Hyunseung Choo
2025 J jnl
Respiratory Anomaly and Disease Detection Using Multi-Level Temporal Convolutional Networks.
IEEE J. Biomed. Health Informatics
Kim-Ngoc Thi Le, Gyurin Byun, Syed M. Raza, Duc-Tai Le, Hyunseung Choo
2025 — conf
Self-Propagative Multi-Task Learning for Predicting Cardiometabolic Risk Factors.
MICCAI (15)
Seonghyeon Ko, Huigyu Yang, Junghyun Bum, Duc-Tai Le, Hyunseung Choo
2025 — conf
Unsupervised Domain Adaptation with SAM-RefiSeR for Enhanced Brain Tumor Segmentation.
BIBM
Dillan Imans, Phuoc-Nguyen Bui, Duc-Tai Le, Hyunseung Choo
2024 J jnl
Active Neighbor Exploitation for Fast Data Aggregation in IoT Sensor Networks.
IEEE Internet Things J.
Van Vi Vo, Duc-Tai Le, Syed M. Raza, Moonseong Kim, Hyunseung Choo
2024 J jnl
Automatic rib segmentation and sequential labeling via multi-axial slicing and 3D reconstruction.
Appl. Intell.
Hyunsung Kim, Seonghyeon Ko, Junghyun Bum, Duc-Tai Le, Hyunseung Choo
2024 — conf
Cross Feature Fusion of Fundus Image and Generated Lesion Map for Referable Diabetic Retinopathy Classification.
ACCV (2)
Dahyun Mok, Junghyun Bum, Duc-Tai Le, Hyunseung Choo
2024 — conf
Deep Predictive User Path-Inclusive Service Mobility in B5G/6G Edge Clouds.
IMCOM
Lusungu Josh Mwasinga, Syed M. Raza, Duc-Tai Le, Moonseong Kim, Min Young Chung, Hyunseung Choo
2024 B conf
Graph Neural Networks for IoT Data Aggregation Scheduling.
NOMS
Van Vi Vo, Syed M. Raza, Duc-Tai Le, Moonseong Kim, Hyunseung Choo
2024 J jnl
Layer Decomposition Learning Based on Discriminative Feature Group Split With Bottom-Up Intergroup Feature Fusion for Single Image Deraining.
IEEE Access
Yunseon Jang, Duc-Tai Le, Chang-Hwan Son, Hyunseung Choo
2024 J jnl
Multi-scale Feature Enhancement in Multi-task Learning for Medical Image Analysis.
CoRR
Phuoc-Nguyen Bui, Duc-Tai Le, Junghyun Bum, Hyunseung Choo
2024 — conf
Proactive Network Traffic Prediction using Generative Adversarial Network.
ICOIN
Gyurin Byun, Van Vi Vo, Syed M. Raza, Duc-Tai Le, Huigyu Yang, Hyunseung Choo
2024 — conf
Real-Time Object Detection with IOT Using a Smart Cart.
IMCOM
Muhammad Omer, Sardar Jaffar Ali, Syed Muhammad Raza, Duc-Tai Le, Hyunseung Choo
2024 — conf
Regional Correlation Aided Mobile Traffic Prediction with Spatiotemporal Deep Learning.
CCNC
Jeongjun Park, Lusungu Josh Mwasinga, Huigyu Yang, Syed M. Raza, Duc-Tai Le, Moonseong Kim, Min Young Chung, Hyunseung Choo
2024 — conf
Rib Segmentation and Sequence Labeling via Biaxial Slicing and 3D Reconstruction.
IMCOM
Hyunsung Kim, Seonghyun Ko, Junghyun Bum, Duc-Tai Le, Hyunseung Choo
2024 — conf
Sequential Patch Analysis Framework for Lung Disease Classification.
FDSE (2)
Kim-Ngoc Thi Le, Duc-Tai Le, Hyunseung Choo
2024 J jnl
VEAD: Variance profile Exploitation for Anomaly Detection in real-time IoT data streaming.
Internet Things
Kim-Ngoc Thi Le, Thien-Binh Dang, Duc-Tai Le, Syed M. Raza, Moonseong Kim, Hyunseung Choo
2024 — conf
Visual Field Prediction for Fundus Image with Generative AI.
IMCOM
Honggu Kang, Seonghyeon Ko, Ju-Chan Kim, Duc-Tai Le, Junghyun Bum, Jong Chul Han, Hyunseung Choo
2024 — conf
Visual-Textual Matching Attention for Lesion Segmentation in Chest Images.
MICCAI (9)
Phuoc-Nguyen Bui, Duc-Tai Le, Hyunseung Choo
2023 J jnl
Attention-Aided Generative Learning for Multi-Scale Multi-Modal Fundus Image Translation.
IEEE Access
Van-Nguyen Pham, Duc-Tai Le, Junghyun Bum, Eun Jung Lee, Jong Chul Han, Hyunseung Choo
2023 — conf
Attention-Based Multiscale Localization for Bone Age Assessment.
ISBI
Kyunghee Jung, Toan Duc Nguyen, Duc-Tai Le, Junghyun Bum, Chang-Hwan Son, Hyunseung Choo
2023 — conf
Chest Radiographs Enhancement with Contrast Limited Adaptive Histogram.
IMCOM
Hyeri Lee, Hyunseung Choo, Duc-Tai Le, Junghyun Bum
2023 — conf
Dual-Branch Neural Networks for Predicting Shared Bikes.
IMCOM
Huigyu Yang, Syed M. Raza, Duc-Tai Le, Dongsoo S. Kim, Hyunseung Choo
2023 — conf
Feature Fool Exploitation for Lightweight Anomaly Detection in Respiratory Sound.
FDSE
Kim-Ngoc Thi Le, Sammy Yap Xiang Bang, Duc-Tai Le, Hyunseung Choo
2023 — conf
Feature Pool Exploitation for Disease Detection in Fundus Images.
IMCOM
Sammy Yap Xiang Bang, Kim-Ngoc Thi Le, Duc-Tai Le, Hyunseung Choo
2023 — conf
Hand Bone X-rays Segmentation and Congregation for Age Assessment using Deep Learning.
ICOIN
Kyunghee Jung, Toan Duc Nguyen, Duc-Tai Le, Junghyun Bum, Simon S. Woo, Hyunseung Choo
2023 J jnl
Minimal Sleep Delay Driven Aggregation Tree Construction in IoT Sensor Networks.
CoRR
Van Vi Vo, Duc-Tai Le, Hyunseung Choo
2023 B conf
PLCD: Policy Learning for Capped Service Mobility Downtime.
ICCCN
Mwasinga Lusungu Josh, Syed M. Raza, Duc-Tai Le, Moonseong Kim, Hyunseung Choo
2023 J jnl
RASM: Resource-Aware Service Migration in Edge Computing based on Deep Reinforcement Learning.
J. Parallel Distributed Comput.
Mwasinga Lusungu Josh, Duc-Tai Le, Syed M. Raza, Rajesh Challa, Moonseong Kim, Hyunseung Choo
2023 J jnl
Regional Correlation Aided Mobile Traffic Prediction with Spatiotemporal Deep Learning.
CoRR
Jeongjun Park, Lusungu Josh Mwasinga, Huigyu Yang, Syed M. Raza, Duc-Tai Le, Moonseong Kim, Min Young Chung, Hyunseung Choo
2023 J jnl
Semi-Supervised Learning With Fact-Forcing for Medical Image Segmentation.
IEEE Access
Phuoc-Nguyen Bui, Duc-Tai Le, Junghyun Bum, Seongho Kim, Su Jeong Song, Hyunseung Choo
2023 J jnl
iPaaS: Intelligent Paging as a Service.
IEEE Netw.
Bokkeun Kim, Syed M. Raza, Huigyu Yang, Rajesh Challa, Duc-Tai Le, Hyunjun Choi, Dongjin Lee, Moonseong Kim, Hyunseung Choo
2022 — conf
A General Model for Long-short Term Anomaly Generation in Sensory Data.
IMCOM
Thien-Binh Dang, Duc-Tai Le, Moonseong Kim, Hyunseung Choo
2022 — conf
Data Aggregation Latency Minimization in Multichannel Duty-cycled WSNs.
ICOIN
Van Vi Vo, Duc-Tai Le, Moonseong Kim, Hyunseung Choo
2022 — conf
Energy Harvesting Aware for Delay-Efficient Data Aggregation in Battery-Free IoT Sensors.
FDSE (CCIS Volume)
Van Vi Vo, Phuoc-Nguyen Bui, Duc-Tai Le, Hyunseung Choo
2022 — conf
Image Denoising Using Fully Connected Network with Reinforcement Learning.
FDSE (CCIS Volume)
Phuoc-Nguyen Bui, Van Vi Vo, Duc-Tai Le, Hyunseung Choo
2022 J jnl
Link-Delay-Aware Reinforcement Scheduling for Data Aggregation in Massive IoT.
IEEE Trans. Commun.
Van Vi Vo, Tien Dung Nguyen, Duc-Tai Le, Moonseong Kim, Hyunseung Choo
2022 — conf
Multi-modal Fundus Image Registration with Deep Feature Matching and Image Scaling.
IMCOM
Ju-Chan Kim, Duc-Tai Le, Su Jeong Song, Chang-Hwan Son, Hyunseung Choo
2022 J jnl
Sensory Data Aggregation in Internet of Things: Period-Driven Pipeline Scheduling Approach.
IEEE Trans. Mob. Comput.
Tien-Dung Nguyen, Duc-Tai Le, Hyunseung Choo
2022 — conf
Towards AI based Ophthalmological Screening through Ultra-widefield Fundus Image to Conventional Fundus Image Translation.
IMCOM
Pham Van Nguyen, Duc-Tai Le, Su Jeong Song, Hyunseung Choo
2021 — conf
A Prediction-Based Cache Replacement Policy for Flash Storage.
FDSE (CCIS Volume)
Van-Nguyen Pham, Mwasinga Lusungu Josh, Duc-Tai Le, Sang-Won Lee, Hyunseung Choo
2021 J jnl
Fast Sensory Data Aggregation in IoT Networks: Collision-Resistant Dynamic Approach.
IEEE Internet Things J.
Tien-Dung Nguyen, Duc-Tai Le, Van Vi Vo, Moonseong Kim, Hyunseung Choo
2021 — conf
Location-Aware Task Offloading for MEC-based High Mobility Service.
ICOIN
Haziq Hamzah, Duc-Tai Le, Moonseong Kim, Hyunseung Choo
2021 J jnl
Monotone Split and Conquer for Anomaly Detection in IoT Sensory Data.
IEEE Internet Things J.
Thien-Binh Dang, Duc-Tai Le, Tien-Dung Nguyen, Moonseong Kim, Hyunseung Choo
2021 — conf
Neighboring Information Exploitation for Anomaly Detection in Intelligent IoT.
FDSE
Thien-Binh Dang, Duc-Tai Le, Moonseong Kim, Hyunseung Choo
2021 — conf
UAV-aided Sensory Data Aggregation: Incremental Clustering and Scheduling Approach.
IMCOM
Tien-Dung Nguyen, Duc-Tai Le, Nguyen Pham-Van, Hyunseung Choo, Tien Pham Van
2020 — conf
Adaptive Contiguous Scheduling for Data Aggregation in Multichannel Wireless Sensor Networks.
FDSE
Van Vi Vo, Dung T. Nguyen, Duc-Tai Le, Hyunseung Choo
2020 J jnl
Break-and-join tree construction for latency-aware data aggregation in wireless sensor networks.
Wirel. Networks
Tien-Dung Nguyen, Vyacheslav V. Zalyubovskiy, Duc-Tai Le, Hyunseung Choo
2020 — conf
Next Point-of-Attachment Selection Based on Long Short Term Memory Model in Wireless Networks.
IMCOM
Huigyu Yang, Syed M. Raza, Moonseong Kim, Duc-Tai Le, Van Vi Vo, Hyunseung Choo
2019 — conf
A Top-Down Scheduling for Time Efficient Data Aggregation in WSNs.
FDSE
Van Vi Vo, Dung T. Nguyen, Duc-Tai Le, Manh-Hung Tran, Moonseong Kim, Hyunseung Choo
2019 J jnl
Delay-Aware Reverse Approach for Data Aggregation Scheduling in Wireless Sensor Networks.
Sensors
Dung T. Nguyen, Duc-Tai Le, Moonseong Kim, Hyunseung Choo
2019 — conf
On Analyzing the Trade-Off Between Over-Commitment Ratio and Quality of Service in NFV Datacenter.
FDSE
Manh-Hung Tran, Thien-Binh Dang, Van Vi Vo, Duc-Tai Le, Moonseong Kim, Hyunseung Choo
2019 — conf
Real-Time Drone Formation Control for Group Display.
IMCOM
Hyohoon Ahn, Duc-Tai Le, Dung T. Nguyen, Hyunseung Choo
2018 J jnl
Critical-Path Aware Scheduling for Latency Efficient Broadcast in Duty-Cycled Wireless Sensor Networks.
Wirel. Commun. Mob. Comput.
Duc-Tai Le, Giyeol Im, Thang Le Duc, Vyacheslav V. Zalyubovskiy, Dongsoo S. Kim, Hyunseung Choo
2018 J jnl
Delay-aware tree construction and scheduling for data aggregation in duty-cycled wireless sensor networks.
EURASIP J. Wirel. Commun. Netw.
Duc-Tai Le, Taewoo Lee, Hyunseung Choo
2018 — conf
Hybrid Noise Reduction for Audio Captured by Drones.
IMCOM
Hyohoon Ahn, Duc-Tai Le, Thien-Binh Dang, Siwon Kim, Hyunseung Choo
2018 — conf
Trend-adaptive multi-scale PCA for data fault detection in IoT networks.
ICOIN
Thien-Binh Dang, Manh-Hung Tran, Duc-Tai Le, Vyacheslav V. Zalyubovskiy, Hyohoon Ahn, Hyunseung Choo
2017 J jnl
Collision-tolerant broadcast scheduling in duty-cycled wireless sensor networks.
J. Parallel Distributed Comput.
Duc-Tai Le, Thang Le Duc, Vyacheslav V. Zalyubovskiy, Dongsoo S. Kim, Hyunseung Choo
2017 — conf
On Evaluating IoTivity Cloud Platform.
ICCSA (5)
Thien-Binh Dang, Manh-Hung Tran, Duc-Tai Le, Hyunseung Choo
2017 J jnl
Towards broadcast redundancy minimization in duty-cycled wireless sensor networks.
Int. J. Commun. Syst.
Thang Le Duc, Duc-Tai Le, Vyacheslav V. Zalyubovskiy, Dongsoo S. Kim, Hyunseung Choo
2016 — conf
A Delay-Driven Switching-Based Broadcasting Scheme in Low-Duty-Cycled Wireless Sensor Networks.
ICCSA (2)
Dung T. Nguyen, Vyacheslav V. Zalyubovskiy, Thang Le Duc, Duc-Tai Le, Hyunseung Choo
2016 — conf
A Distributed Scheme for Broadcast Scheduling in Duty-cycled Wireless Sensor Networks.
IMCOM
Thang Le Duc, Duc-Tai Le, Dung T. Nguyen, Byung-Seok Kang, Hyunseung Choo, Vyacheslav V. Zalyubovskiy
2016 J jnl
Delay-sensitive flooding based on expected path quality in low duty-cycled wireless sensor networks.
Int. J. Distributed Sens. Networks
Dung T. Nguyen, Junseong Choe, Thang Le Duc, Duc-Tai Le, Vyacheslav V. Zalyubovskiy, Hyunseung Choo
2016 — conf
Exploring energy-latency trade-off for broadcast in duty-cycled Wireless Sensor Networks.
ICOIN
Duc-Tai Le, Thang Le Duc, Taeho Kong, Vyacheslav V. Zalyubovskiy, Hyunseung Choo
2016 J jnl
Level-based approach for minimum-transmission broadcast in duty-cycled wireless sensor networks.
Pervasive Mob. Comput.
Thang Le Duc, Duc-Tai Le, Vyacheslav V. Zalyubovskiy, Dongsoo S. Kim, Hyunseung Choo
2016 — conf
Parameterized Collision Tolerant Scheduling for Broadcast Latency Minimization in Duty-cycled Wireless Sensor Networks.
IMCOM
Duc-Tai Le, Thang Le Duc, Yechan Park, Ho-Jin Hwang, Vyacheslav V. Zalyubovskiy, Hyunseung Choo
2015 — conf
Critical-path aware broadcast scheduling in duty-cycled Wireless Sensor Networks.
ICOIN
Giyeol Im, Duc-Tai Le, Hyunseung Choo, Dongsoo S. Kim
2014 J jnl
LABS: Latency aware broadcast scheduling in uncoordinated Duty-Cycled Wireless Sensor Networks.
J. Parallel Distributed Comput.
Duc-Tai Le, Thang Le Duc, Vyacheslav V. Zalyubovskiy, Dongsoo S. Kim, Hyunseung Choo
2013 — conf
Latency aware Broadcast Scheduling in Duty Cycled wireless sensor networks.
ICOIN
Duc-Tai Le, Thang Le Duc, Vyacheslav V. Zalyubovskiy, Hyunseung Choo
2013 — conf
On minimizing the broadcast redundancy in duty-cycled wireless sensor networks.
ICUIMC
Thang Le Duc, Duc-Tai Le, Hyunseung Choo, Vyacheslav V. Zalyubovskiy, Mihui Kim
2012 — conf
A Distributed Lifetime-Maximizing Scheme for Connected Target Coverage in WSNs.
ICCSA (3)
Duc-Tai Le, Thang Le Duc, Hyunseung Choo