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Ta Duc Huy
PhD student, AIML, University of Adelaide
Joined
October 2022
Names
Ta Duc Huy
(Preferred)
,Â
Huy Duc Ta
,Â
Huy D. Ta
Emails
****@vinbrain.net
(Confirmed)
,Â
****@gmail.com
(Confirmed)
,Â
****@adelaide.edu.au
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
Career & Education History
PhD student
AIML,
University of Adelaide
(adelaide.edu.au)
2024
–
Present
Researcher
VinBrain JSC.
(vinbrain.net)
2019
–
2023
Advisors, Relations & Conflicts
PhD Advisor
Minh Hieu Phan
2023
–
Present
PhD Advisor
Zhibin Liao
2023
–
Present
PhD Advisor
Johan W. Verjans
2023
–
Present
PhD Advisor
Minh-Son To
2023
–
Present
Coauthor
Soan T.M. Duong
2020
–
2022
Expertise
Machine Learning
2016
–
2022
Publications
Structural Bottleneck Reasoning: Efficient Medical VQA via Concept Alignment
Hoang Nguyen
,
Tran Anh Dang Le
,
Ta Duc Huy
,
Nguyen Bui Ngoc Han
,
Vy Tuong Dang
,
Duy Duong-Tran
,
Khoa D Doan
,
Anji Liu
,
Li Shen
,
Pengtao Xie
,
Mathias Niepert
,
Duy Minh Ho Nguyen
,
James Zou
,
Daniel Sonntag
ICML 2026 FM4LS Workshop Poster
Readers:
Everyone
Hierarchical Text-Guided Brain Tumor Segmentation via Sub-Region-Aware Prompts
Bahram Mohammadi
,
Ta Duc Huy
,
Afrouz Sheikholeslami
,
Qi Chen
,
Vu Minh Hieu Phan
,
Sam White
,
Minh-Son To
,
Xuyun Zhang
,
Amin Beheshti
,
Luping Zhou
,
Yuankai Qi
OpenReview Archive Direct Upload
Readers:
Everyone
Hierarchical Text-Guided Brain Tumor Segmentation via Sub-Region-Aware Prompts
Bahram Mohammadi
,
Ta Duc Huy
,
Afrouz Sheikholeslami
,
Qi Chen
,
Vu Minh Hieu Phan
,
Sam White
,
Minh-Son To
,
Xuyun Zhang
,
Amin Beheshti
,
Luping Zhou
,
Yuankai Qi
CoRR 2026
Readers:
Everyone
Overthinking Causes Hallucination: Tracing Confounder Propagation in Vision Language Models
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
CoRR 2026
Readers:
Everyone
AR&D: A Framework for Retrieving and Describing Concepts for Interpreting AudioLLMs
Townim Faisal Chowdhury
,
Ta Duc Huy
,
Siqi Pan
,
Jeremy Stoddard
,
Zhibin Liao
CoRR 2026
Readers:
Everyone
EMAG: Self-Rectifying Diffusion Sampling with Exponential Moving Average Guidance
Ankit Yadav
,
Ta Duc Huy
,
Lingqiao Liu
CoRR 2025
Readers:
Everyone
Revisiting Vision Language Foundations for No-Reference Image Quality Assessment
Ankit Yadav
,
Ta Duc Huy
,
Lingqiao Liu
CoRR 2025
Readers:
Everyone
Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding
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
CoRR 2025
Readers:
Everyone
Interactive Medical Image Analysis with Concept-based Similarity Reasoning
Ta Duc Huy
,
Sen Kim Tran
,
Phan Nguyen
,
Nguyen Hoang Tran
,
Tran Bao Sam
,
Anton van den Hengel
,
Zhibin Liao
,
Johan W. Verjans
,
Minh-Son To
,
Vu Minh Hieu Phan
CoRR 2025
Readers:
Everyone
Localizing Before Answering: A Benchmark for Grounded Medical Visual Question Answering
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
IJCAI 2025
Readers:
Everyone
View all 28 publications
Co-Authors
Aaron Berliano Handoko
Abin Shoby
Afrouz Sheikholeslami
Akshay Gole
Amin Beheshti
Andrea Glynn
Anh Tuan Nguyen
Anji Liu
Ankit Yadav
Anton van den Hengel
Antonios Perperidis
Bahram Mohammadi
Bui Huu Trung
Bui Van Giang
Chanh D. T. Nguyen
Chanh D. Tr. Nguyen
Cong Tuyen Dao
Daniel Sonntag
Dao Huu Hung
Dung Nguyen
Duy Anh Huynh
Duy Duong-Tran
Duy Minh Ho Nguyen
Hoang Cao Huyen
Hoang Nguyen
View all 97 co-authors