Dr. Danh Le Phuoc
Dr. Danh Le Phuoc
Fellow
Junior Fellow | BIFOLD
Senior Researcher | Technische Universität Berlin
Adjunct Lecturer | College of Engineering and Informatics, National University of Ireland Galway
| 2018 | Best Paper Award at the 8th International Conference on the Internet of Things (IoT 2018) |
| 2015 | Second Prize at European Linked Data Award 2015 (SEMANTICS 2015 ) |
| 2014 | Second Prize at Semantic Web Challenge 2014 (ISWC 2014, Riva Del Garda, Trentino, Italy) |
| 2011 | Honourable mention at Semantic Web Challenge 2011 (ISWC 2011, Bonn, Germany) |
| 2010 | Best Demo Award at ISWC 2010 (ISWC 2010, Shanghai, China) |
| 2010 | First Award at Linked Data Triplification Challenge 2010 (I-Semantics 2010, Graz, Austria) |
| 2009 | Honourable mention at Linked Data Triplification Challenge (I-Semantics 2009, Graz, Austria) |
- Graph data management
- Data stream processing
- Stream reasoning
- Big Data and analytics
- Pervasive computing
- Internet of Things
- Sensor networks and sensor middleware
- Semantic web
- Semantic computing and edge computing
Ali Ganbarov, Jicheng Yuan, Anh Le-Tuan, Manfred Hauswirth, Danh Le-Phuoc
Experimental comparison of graph-based approximate nearest neighbor search algorithms on edge devices
Khiem Le, Nhan Luong-Ha, Manh Nguyen-Duc, Danh Le-Phuoc, Cuong Do, Kok-Seng Wong
Exploring the Practicality of Federated Learning: A Survey Towards the Communication Perspective
Jicheng Yuan, Anh Le-Tuan, Manfred Hauswirth, Danh Le-Phuoc
Cooperative Students: Navigating Unsupervised Domain Adaptation in Nighttime Object Detection
Jicheng Yuan, Anh Le-Tuan, Manh Nguyen-Duc, Trung-Kien Tran, Manfred Hauswirth, Danh Le-Phuoc
VisionKG: Unleashing the Power of Visual Datasets via Knowledge Graph
Le Huy Khiem, Long Tuan Ho, Cuong Do, Danh Le-Phuoc, Kok-Seng Wong
Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization
BIFOLD papers accepted at the CVPR and ESWC 2024
The BIFOLD research project "Unified Processing Model for Distributed Stream Reasoning" released two preprints on Open Distributed Systems, which will be presented at the CVPR 2024 and ESWC 2024 conferences.
Successful Seed Funding For IoT Projects
TU Berlin, Siemens AG (SAG) and University of Oxford (UoO) recently partnered in a trilateral seed fund to stimulate joint research project bids. One of the altogether five successful seed projects was initiated by BIFOLD Junior Fellow Dr. Danh Le Phuoc, a DFG principle investigator at TU Berlin, and focuses on IoT and Edge computing, in particular for smart factory, autonomous vehicle, smart city and smart energy network. The seed projects will run during 2022 and are aimed at developing large-scale public funding bids.
An overview of the current state of research in BIFOLD
Since the official announcement of the Berlin Institute for the Foundations of Learning and Data in January 2020, BIFOLD researchers achieved a wide array of advancements in the domains of Machine Learning and Big Data Management as well as in a variety of application areas by developing new Systems and creating impactfull publications. The following summary provides an overview of recent research activities and successes.