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Quoc-Viet Pham
Assistant Professor, School of Computer Science and Statistics, University of Dublin, Trinity College
Joined
September 2022
Names
Quoc-Viet Pham
(Preferred)
,
Viet Quoc Pham
Emails
****@gmail.com
(Confirmed)
,
****@tcd.ie
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Assistant Professor
School of Computer Science and Statistics,
University of Dublin, Trinity College
(tcd.ie)
2023
–
Present
Researcher
Pusan National University
(pusan.ac.kr)
2020
–
2023
Researcher
Changwon National University
(changwon.ac.kr)
2018
–
2019
Researcher
Kyung Hee University
(khu.ac.kr)
2017
–
2018
PhD student
Inje University
(inje.ac.kr)
2013
–
2017
Undergrad student
Hanoi University of Science and Technology
(hust.edu.vn)
2008
–
2013
Advisors, Relations & Conflicts
PhD Advisor
Won-Joo Hwang
2013
–
2017
Expertise
Edge AI
,
Wireless AI
2018
–
Present
Wireless Communications
2010
–
Present
Publications
Exploiting Client Heterogeneity for Forgetting Mitigation in Federated Continual Learning: A Spatio-Temporal Gradient Alignment Approach
Duong Minh Nguyen
,
Le-Tuan Nguyen
,
Dung D. Le
,
Quoc-Viet Pham
Submitted to ICLR 2026
Readers:
Everyone
FLoRA-NA: Nearly Accurate Aggregation for Federated Low-Rank Adaptation
Le-Tuan Nguyen
,
Duong Minh Nguyen
,
Seon-Geun Jeong
,
Dung D. Le
,
Quoc-Viet Pham
Submitted to ICLR 2026
Readers:
Everyone
Agentic Design Patterns: A System-Theoretic Framework
Dung Dao
,
Quy Minh Le
,
Hoang Thanh Lam
,
Duc-Trong Le
,
Quoc-Viet Pham
,
Barry O'Sullivan
,
Hoang D. Nguyen
LAW
Readers:
Everyone
Spatio-Temporal Gradient Matching for Federated Continual Learning
Duong Minh Nguyen
,
Le-Tuan Nguyen
,
Quoc-Viet Pham
CFAgentic @ ICML'25 Poster
Readers:
Everyone
Revisiting Sparse Mixture of Experts for Resource-adaptive Federated Fine-tuning Foundation Models
Van-Tuan Tran
,
Le Huy Khiem
,
Quoc-Viet Pham
MCDC @ ICLR 2025
Readers:
Everyone
Federated Domain Generalization with Data-free On-server Matching Gradient
Trong Binh Nguyen
,
Duong Minh Nguyen
,
Jinsun Park
,
Viet Quoc Pham
,
Won-Joo Hwang
ICLR 2025 Poster
Readers:
Everyone
DOMAIN GENERALIZATION VIA PARETO OPTIMAL GRADIENT MATCHING
Duong Minh Nguyen
,
Le Nam Khanh
,
Binh-Son Hua
,
Khoi Hoang Do
,
Viet Quoc Pham
,
Won-Joo Hwang
Submitted to ICLR 2025
Readers:
Everyone
REVISITING LARS FOR LARGE BATCH TRAINING GENERALIZATION OF NEURAL NETWORKS
Khoi Hoang Do
,
Duong Minh Nguyen
,
Hoa Tien Nguyen
,
Long Tran-Thanh
,
Viet Quoc Pham
Submitted to ICLR 2024
Readers:
Everyone
Co-Authors
Barry O'Sullivan
Binh-Son Hua
Duc-Trong Le
Dung D. Le
Dung Dao
Duong Minh Nguyen
Hoa Tien Nguyen
Hoang D. Nguyen
Hoang Thanh Lam
Jinsun Park
Khoi Hoang Do
Le Huy Khiem
Le Nam Khanh
Le-Tuan Nguyen
Long Tran-Thanh
Quy Minh Le
Seon-Geun Jeong
Trong Binh Nguyen
Van-Tuan Tran
Won-Joo Hwang