Thanh Trung Huynh

Assistant Professor, CECS, VinUniversity

Joined

June 2024

Names

Thanh Trung Huynh (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@epfl.ch (Confirmed)

,

****@vinuni.edu.vn (Confirmed)

Personal Links

Career & Education History

Assistant Professor

CECS, VinUniversity (vinuni.edu.vn)

2025 – Present

Postdoc

LSIR, EPFL - EPF Lausanne (epfl.ch)

2022 – 2025

PhD student

ICT, Griffith University (griffith.edu.au)

2018 – 2022

Advisors, Relations & Conflicts

Postdoc Advisor

2022 – 2025

PhD Advisor

Quoc Viet Hung Nguyen

2018 – 2022

Expertise

Large language Model

2022 – Present

Deep Learning

2018 – Present

Graph

2018 – Present

Publications

CRISP: Calibrated Robust Interface-aware Segmentation for Lightweight Polyp Segmentors via Amortized Boundary Posterior Projection under Domain Shift
Nguyen Vo Ngoc Khue, Thanh Trung Huynh, Huy-Hieu Pham
- MIDL 2026 Short Papers Submission
- Readers: Everyone
MAPLE: Multi-Agent Prior Learning for Constructing Tree Ensembles
Nguyen Viet Tuan Kiet, Nguyen Ba Thinh, Thanh Trung Huynh, Hieu Pham
- MALGAI
- Readers: Everyone
Unsupervised Air Quality Interpolation with Attentive Graph Neural Network
Thu Hang Phung, Duc Long Nguyen, Viet Hung Vu, Thanh Trung Huynh, Thanh-Hung Nguyen, Phi Le Nguyen
- OpenReview Archive Direct Upload
- Readers: Everyone
Federated Prompt-Tuning with Heterogeneous and Incomplete Multimodal Client Data
Thu Hang Phung, Duong M. Nguyen, Thanh Trung Huynh, Quoc Viet Hung Nguyen, Trong Nghia Hoang, Phi Le Nguyen
- OpenReview Archive Direct Upload
- Readers: Everyone
A Contrastive Learning and Graph-based Approach for Missing Modalities in Multimodal Federated Learning
Thu Hang Phung, Binh P. Nguyen, Thanh-Hung Nguyen, Quoc Viet Hung Nguyen, Phi Le Nguyen, Thanh Trung Huynh
- OpenReview Archive Direct Upload
- Readers: Everyone
Nonparametric Unsupervised Data Condensation for Gigapixel Histological Images
Duong M. Nguyen, Trong Nghia Hoang, Thanh Trung Huynh, Phi Le Nguyen, Minh N. Do
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Learning Reconfigurable Representations for Multimodal Federated Learning with Missing Data
Manh Duong Nguyen, Trong Nghia Hoang, Thanh Trung Huynh, Quoc Viet Hung Nguyen, Phi Le Nguyen
- NeurIPS 2025 poster
- Readers: Everyone
CARER - ClinicAl Reasoning-Enhanced Representation for Temporal Health Risk Prediction
Tuan Dung Nguyen, Thanh Trung Huynh, Vu Minh Hieu Phan, Quoc Viet Hung Nguyen, Phi Le Nguyen
- Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
- Readers: Everyone
Hierarchical Federated Learning in MEC Networks with Knowledge Distillation
Tuan Dung Nguyen, Ngoc Anh Tong, Quoc Viet Hung Nguyen, Phi Le Nguyen, Thanh Trung Huynh
- 2024 International Joint Conference on Neural Networks
- Readers: Everyone

Co-Authors