Danh Le Phuoc

Danh Le Phuoc

Technische Universität Berlin

H-index: 29

Europe-Germany

About Danh Le Phuoc

Danh Le Phuoc, With an exceptional h-index of 29 and a recent h-index of 19 (since 2020), a distinguished researcher at Technische Universität Berlin, specializes in the field of Semantic Stream Processing and Reasonin, Semantic Sensor Network/Middleware, Mobile Database, Semantic Mashup, Embedded System/I.

His recent articles reflect a diverse array of research interests and contributions to the field:

Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization

Global weather sensor dataset

Reducing Communication Overhead in the IoT-Edge-Cloud Continuum: A Survey on Protocols and Data Reduction Strategies

Cooperative Students: Navigating Unsupervised Domain Adaptation in Nighttime Object Detection

VisionKG: Unleashing the Power of Visual Datasets via Knowledge Graph

Re:Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning

An empirical study of federated learning on iot-edge devices: Resource allocation and heterogeneity

Building a P2P RDF Store for Edge Devices

Danh Le Phuoc Information

University

Position

Principle Investigator at

Citations(all)

5858

Citations(since 2020)

2816

Cited By

4262

hIndex(all)

29

hIndex(since 2020)

19

i10Index(all)

51

i10Index(since 2020)

34

Email

University Profile Page

Technische Universität Berlin

Google Scholar

View Google Scholar Profile

Danh Le Phuoc Skills & Research Interests

Semantic Stream Processing and Reasonin

Semantic Sensor Network/Middleware

Mobile Database

Semantic Mashup

Embedded System/I

Top articles of Danh Le Phuoc

Title

Journal

Author(s)

Publication Date

Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization

arXiv preprint arXiv:2403.15605

Khiem Le

Long Ho

Cuong Do

Danh Le-Phuoc

Kok-Seng Wong

2024/3/22

Global weather sensor dataset

Under reviewed. url: http://www. semantic-web-journal. net/content/global-weather-sensor-dataset

H Quoc

M Serrano

N Han

J Breslin

D Phuoc

2024

Reducing Communication Overhead in the IoT-Edge-Cloud Continuum: A Survey on Protocols and Data Reduction Strategies

arXiv preprint arXiv:2404.19492

Dora Kreković

Petar Krivić

Ivana Podnar Žarko

Mario Kušek

Danh Le-Phuoc

2024/4/30

Cooperative Students: Navigating Unsupervised Domain Adaptation in Nighttime Object Detection

arXiv preprint arXiv:2404.01988

Jicheng Yuan

Anh Le-Tuan

Manfred Hauswirth

Danh Le-Phuoc

2024/4/2

VisionKG: Unleashing the Power of Visual Datasets via Knowledge Graph

arXiv preprint arXiv:2309.13610

Jicheng Yuan

Anh Le-Tuan

Manh Nguyen-Duc

Trung-Kien Tran

Manfred Hauswirth

...

2023/9/24

Re:Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning

ML Reproducibility Challenge 2022

Jicheng Yuan

Danh Le-Phuoc

2023/7/20

An empirical study of federated learning on iot-edge devices: Resource allocation and heterogeneity

arXiv preprint arXiv:2305.19831

Kok-Seng Wong

Manh Nguyen-Duc

Khiem Le-Huy

Long Ho-Tuan

Cuong Do-Danh

...

2023/5/31

Building a P2P RDF Store for Edge Devices

Xuanchi Guo

Anh Le-Tuan

Danh Le-Phuoc

2023/11/7

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

2023/4/30

Semantic Programming for Device-Edge-Cloud Continuum

Anh Le-Tuan

David Bowden

Danh Le-Phuoc

2023/10/10

Temporal Saliency Detection Towards Explainable Transformer-Based Timeseries Forecasting

Nghia Duong-Trung

Duc-Manh Nguyen

Danh Le-Phuoc

2023/9/30

Fantastic data and how to query them

arXiv preprint arXiv:2201.05026

Trung-Kien Tran

Anh Le-Tuan

Manh Nguyen-Duc

Jicheng Yuan

Danh Le-Phuoc

2022/1/13

Stream reasoning playground

Patrik Schneider

Daniel Alvarez-Coello

Anh Le-Tuan

Manh Nguyen-Duc

Danh Le-Phuoc

2022/5/29

Towards building live open scientific knowledge graphs

Anh Le-Tuan

Carlos Franzreb

Danh Le Phuoc

Sonja Schimmler

Manfred Hauswirth

2022/4/25

Semantic Stream Processing and Reasoning

Danh Le-Phuoc

Manfred Hauswirth

2022/3/16

CQELS 2.0: Towards a unified framework for semantic stream fusion

arXiv preprint arXiv:2202.13958

Anh Le-Tuan

Manh Nguyen-Duc

Chien-Quang Le

Trung-Kien Tran

Manfred Hauswirth

...

2022/2/15

SemRob: Towards semantic stream reasoning for robotic operating systems

arXiv preprint arXiv:2201.11625

Manh Nguyen-Duc

Anh Le-Tuan

Manfred Hauswirth

David Bowden

Danh Le-Phuoc

2022/1/27

Put attention to temporal saliency patterns of multi-horizon time series

arXiv preprint arXiv:2212.07771

Nghia Duong-Trung

Stefan Born

Kiran Madhusudhanan

Randolf Scholz

Johannes Burchert

...

2022/12/16

Towards autonomous semantic stream fusion for distributed video streams

Manh Nguyen-Duc

Anh Le-Tuan

Manfred Hauswirth

Danh Le-Phuoc

2021/6/28

A scalable reasoning and learning approach for neural-symbolic stream fusion

Proceedings of the AAAI Conference on Artificial Intelligence

Danh Le-Phuoc

Thomas Eiter

Anh Le-Tuan

2021/5/18

See List of Professors in Danh Le Phuoc University(Technische Universität Berlin)

Co-Authors

H-index: 117
Amit Sheth

Amit Sheth

University of South Carolina

H-index: 64
Axel Polleres

Axel Polleres

Wirtschaftsuniversität Wien

H-index: 56
Manfred Hauswirth

Manfred Hauswirth

Technische Universität Berlin

H-index: 56
Krzysztof Janowicz

Krzysztof Janowicz

University of California, Santa Barbara

H-index: 54
Oscar Corcho

Oscar Corcho

Universidad Politécnica de Madrid

H-index: 44
Payam Barnaghi

Payam Barnaghi

Imperial College London

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