Thanh-Dung Le

22 papers Journal 21Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Reliable Intelligent Reflecting Surface-Assisted Mobile Edge Computing Systems: A Physical Layer Security and Encryption Design.
IEEE Trans. Mob. Comput.
Ti Ti Nguyen, Vu Nguyen Ha, Thanh-Dung Le, Duc-Dung Tran, Symeon Chatzinotas, Kim-Khoa Nguyen
2026 J jnl
Toward a Unified Semantic Loss Model for Deep JSCC-based Transmission of EO Imagery.
CoRR
Ti Ti Nguyen, Thanh-Dung Le, Vu Nguyen Ha, Duc-Dung Tran, Hung Nguyen-Kha, Dinh-Hieu Tran, Carlos Luis Marcos Rojas, Juan Carlos Merlano Duncan, Symeon Chatzinotas
2025 J jnl
A Semantic-Loss Function Modeling Framework With Task-Oriented Machine Learning Perspectives.
CoRR
Ti Ti Nguyen, Thanh-Dung Le, Vu Nguyen Ha, Hong-Fu Chou, Geoffrey Eappen, Duc-Dung Tran, Hung Nguyen-Kha, Prabhu Thiruvasagam, Luis Manuel Garcés Socarrás, Jorge Luis González Rios, Juan Carlos Merlano Duncan, Symeon Chatzinotas
2025 J jnl
Heart Rate and Body Temperature Relationship in Children Admitted to PICU: A Machine Learning Approach.
IEEE Trans. Biomed. Eng.
Emilie Lu, Thanh-Dung Le, Philippe Jouvet, Rita Noumeir
2025 J jnl
The Impact of LoRA Adapters on LLMs for Clinical Text Classification Under Computational and Data Constraints.
IEEE Access
Thanh-Dung Le, Ti Ti Nguyen, Vu Nguyen Ha, Symeon Chatzinotas, Philippe Jouvet, Rita Noumeir
2025 — conf
Wideband Beam Squint Analysis for Antenna Array-Equipped Satellite Communication Systems.
ICC Workshops
Ti Ti Nguyen, Juan Carlos Merlano Duncan, Vu Nguyen Ha, Luis Manuel Garcés Socarrás, Juan Andrés Vásquez-Peralvo, Geoffrey Eappen, Jorge Luis González Rios, Raudel Cuiman, Thanh-Dung Le, Duc-Dung Tran, Symeon Chatzinotas
2024 J jnl
A Novel Transformer-Based Self-Supervised Learning Method to Enhance Photoplethysmogram Signal Artifact Detection.
IEEE Access
Thanh-Dung Le, Clara Macabiau, Kevin Albert, Philippe Jouvet, Rita Noumeir
2024 J jnl
Boosting Transformer's Robustness and Efficacy in PPG Signal Artifact Detection with Self-Supervised Learning.
CoRR
Thanh-Dung Le
2024 J jnl
Cognitive Semantic Augmentation LEO Satellite Networks for Earth Observation.
CoRR
Hong-Fu Chou, Vu Nguyen Ha, Prabhu K. Thiruvasagam, Thanh-Dung Le, Geoffrey Eappen, Ti Ti Nguyen, Duc-Dung Tran, Luis Manuel Garcés Socarrás, Juan Carlos Merlano Duncan, Symeon Chatzinotas
2024 J jnl
Hybrid Deep Learning-Based for Enhanced Occlusion Segmentation in PICU Patient Monitoring.
CoRR
Mario Francisco Munoz, Hoang Vu Huy, Thanh-Dung Le
2024 J jnl
Label Propagation Techniques for Artifact Detection in Imbalanced Classes Using Photoplethysmogram Signals.
IEEE Access
Clara Macabiau, Thanh-Dung Le, Kevin Albert, Mana Shahriari, Philippe Jouvet, Rita Noumeir
2024 J jnl
Multi-objective Representation for Numbers in Clinical Narratives Using CamemBERT-bio.
CoRR
Boammani Aser Lompo, Thanh-Dung Le
2024 J jnl
On-Air Deep Learning Integrated Semantic Inference Models for Enhanced Earth Observation Satellite Networks.
CoRR
Hong-Fu Chou, Vu Nguyen Ha, Prabhu K. Thiruvasagam, Thanh-Dung Le, Geoffrey Eappen, Ti Ti Nguyen, Luis Manuel Garcés Socarrás, Jorge Luis González Rios, Juan Carlos Merlano Duncan, Symeon Chatzinotas
2024 J jnl
On-board Satellite Image Classification for Earth Observation: A Comparative Study of Pre-Trained Vision Transformer Models.
CoRR
Thanh-Dung Le, Vu Nguyen Ha, Ti Ti Nguyen, Geoffrey Eappen, Prabhu K. Thiruvasagam, Luis Manuel Garcés Socarrás, Hong-Fu Chou, Jorge Luis González Rios, Juan Carlos Merlano Duncan, Symeon Chatzinotas
2024 J jnl
Semantic Knowledge Distillation for Onboard Satellite Earth Observation Image Classification.
CoRR
Thanh-Dung Le, Vu Nguyen Ha, Ti Ti Nguyen, Geoffrey Eappen, Prabhu K. Thiruvasagam, Hong-Fu Chou, Duc-Dung Tran, Luis Manuel Garcés Socarrás, Jorge Luis González Rios, Juan Carlos Merlano Duncan, Symeon Chatzinotas
2024 J jnl
The Impact of LoRA Adapters for LLMs on Clinical NLP Classification Under Data Limitations.
CoRR
Thanh-Dung Le, Ti Ti Nguyen, Vu Nguyen Ha
2023 J jnl
A Small-Scale Switch Transformer and NLP-based Model for Clinical Narratives Classification.
CoRR
Thanh-Dung Le, Philippe Jouvet, Rita Noumeir
2023 J jnl
Label Propagation Techniques for Artifact Detection in Imbalanced Classes using Photoplethysmogram Signals.
CoRR
Clara Macabiau, Thanh-Dung Le, Kevin Albert, Philippe Jouvet, Rita Noumeir
2022 J jnl
Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning.
CoRR
Thanh-Dung Le, Rita Noumeir, Jerome Rambaud, Guillaume Sans, Philippe Jouvet
2021 J jnl
Detecting of a Patient's Condition From Clinical Narratives Using Natural Language Representation.
CoRR
Thanh-Dung Le, Jerome Rambaud, Guillaume Sans, Philippe Jouvet, Rita Noumeir
2021 J jnl
Machine Learning Based on Natural Language Processing to Detect Cardiac Failure in Clinical Narratives.
CoRR
Thanh-Dung Le, Rita Noumeir, Jerome Rambaud, Guillaume Sans, Philippe Jouvet
2018 J jnl
Reproducing AmbientGAN: Generative models from lossy measurements.
CoRR
Mehdi Ahmadi, Timothy Nest, Mostafa Abdelnaim, Thanh-Dung Le