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Danh Le-Phuoc
Associate Professor, College of Engineering and Computer Science, VinUniversity
Guest Professor, Institute of Logic and Computation, Technische Universität Wien
Researcher, FOKUS, Fraunhofer
Principal Researcher, Faculty IV, TU Berlin
Joined
December 2017
Names
Danh Le-Phuoc
(Preferred)
,
Danh Le Phuoc
Emails
****@tu-berlin.de
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Associate Professor
College of Engineering and Computer Science,
VinUniversity
(vinuni.edu.vn)
2025
–
Present
Guest Professor
Institute of Logic and Computation,
Technische Universität Wien
(tuwien.ac.at)
2025
–
Present
Researcher
FOKUS,
Fraunhofer
(fraunhofer.de)
2021
–
Present
Principal Researcher
Faculty IV,
TU Berlin
(tu-berlin.de)
2016
–
Present
Principal Researcher
Insight Centre for Data Analytics,
National University of Ireland Galway
(nuigalway.ie)
2013
–
2016
PhD student
Insight Centre for Data Analytics,
National University of Ireland Galway
(nuigalway.ie)
2007
–
2013
Advisors, Relations & Conflicts
PhD Advisee
Anh Le-Tuan
2015
–
2021
PhD Advisor
Manfred Hauswirth
2007
–
2013
Expertise
Neural Symbolic AI
2016
–
Present
Semantic Stream Processing
2008
–
Present
Semantic Web
2007
–
Present
Semantic Sensor
2004
–
Present
Publications
Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization
Le Huy Khiem
,
Long Tuan Ho
,
Cuong Do
,
Danh Le-Phuoc
,
Kok-Seng Wong
CVPR 2024
Readers:
Everyone
FedDTW: Federated Digital Twin Weighting for Mitigating Client Heterogeneity and Unreliable Connectivity
Quan Nguyen-Thanh
,
Son Ha Xuan
,
Duc Manh Nguyen
,
Nghia Duong-Trung
,
Danh Le-Phuoc
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator
Thinh Nguyen
,
Khoa D Doan
,
Binh T. Nguyen
,
Danh Le-Phuoc
,
Kok-Seng Wong
Submitted to ICLR 2025
Readers:
Everyone
[Re] Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning
Jicheng Yuan
,
Danh Le Phuoc
Published: 02 Aug 2023, Last Modified: 02 Aug 2023
MLRC 2022
Readers:
Everyone
Towards a Decentralized Data Hub and Query System for Federated Dynamic Data Spaces
Danh Le Phuoc
,
Sonja Schimmler
,
Anh Le-Tuan
,
Uwe A. Kuehn
,
Manfred Hauswirth
Published: 01 Jan 2023, Last Modified: 12 May 2023
WWW (Companion Volume) 2023
Readers:
Everyone
SemRob: Towards Semantic Stream Reasoning for Robotic Operating Systems
Manh Nguyen Duc
,
Anh Le-Tuan
,
Manfred Hauswirth
,
David Bowden
,
Danh Le Phuoc
Published: 01 Jan 2022, Last Modified: 12 May 2023
CoRR 2022
Readers:
Everyone
Towards Building Live Open Scientific Knowledge Graphs
Anh Le-Tuan
,
Carlos Franzreb
,
Danh Le Phuoc
,
Sonja Schimmler
,
Manfred Hauswirth
Published: 01 Jan 2022, Last Modified: 12 May 2023
WWW (Companion Volume) 2022
Readers:
Everyone
Put Attention to Temporal Saliency Patterns of Multi-Horizon Time Series
Nghia Duong-Trung
,
Stefan Born
,
Kiran Madhusudhanan
,
Randolf Scholz
,
Johannes Burchert
,
Danh Le Phuoc
,
Lars Schmidt-Thieme
Published: 01 Jan 2022, Last Modified: 12 May 2023
CoRR 2022
Readers:
Everyone
Stream Reasoning Playground
Patrik Schneider
,
Daniel Alvarez-Coello
,
Anh Le-Tuan
,
Manh Nguyen Duc
,
Danh Le Phuoc
Published: 01 Jan 2022, Last Modified: 12 May 2023
ESWC 2022
Readers:
Everyone
CQELS 2.0: Towards A Unified Framework for Semantic Stream Fusion
Anh Le-Tuan
,
Manh Nguyen Duc
,
Chien-Quang Le
,
Trung-Kien Tran
,
Manfred Hauswirth
,
Thomas Eiter
,
Danh Le Phuoc
Published: 01 Jan 2022, Last Modified: 12 May 2023
CoRR 2022
Readers:
Everyone
View all 63 publications
Co-Authors
Abdelmajid Khelil
Aleksandar Antonic
Alex Galis
Alexandre Passant
Amit P. Sheth
Andrea Perego
Andreas Harth
Andriy Nikolov
Anh Le-Tuan
Anh Lê Tuán
Arkady B. Zaslavsky
Armin Haller
Arne Bröring
Arthur Herzog
Axel Polleres
Bart van Leeuwen
Bill Roberts
Binh T. Nguyen
Byron Cochrane
Carlos Franzreb
Chan Le Van
Chien-Quang Le
Christian Morbidoni
Claus Stadler
Conor Hayes
View all 134 co-authors