Yongli Mou
Contact Information
| Address: |
Lehrstuhl Informatik 5 Building E2 - 6208 Ahornstr. 55 52056 Aachen DE |
| Phone: | +492418021520 |
| Email: | mou@dbis.rwth-aachen.de |
Yongli Mou received his master's degree in Computer Science in 2020 from RWTH Aachen University. He is working as a research assistant and PhD student at the Chair for Computer Science i5 at RWTH Aachen University since July 2020. His research interests are in the field of Distributed Analytics, Federated Learning and Data Privacy.
Projects
Current Teaching
Past Teaching
Theses
- A Blockchain Enabled Fast Consensus Mechanism in Federal Learning (Running)
- Blockchain-based Swarm Learning Framework in Personal Health Train (Running)
- Customisable Data Safes for a Distributed Analytics Platform (Running)
- Investigating Replay Methods for Institutional Incremental Learning (Running)
- Trust Mechanism against Poisoning Attacks in Federated Learning (Running)
Publications
-
Distributed Skin Lesion Analysis across Decentralised Data Sources
Sascha Welten, Yongli Mou, Oya Beyan, Toralf Kirsten, Yeliz Ucer Yediel, Mehrshad Jaberansary
Published in Proceedings of the 31st Medical Informatics Europe Conference
-
Optimized Federated Learning on Class-biased Distributed Data Sources
Yongli Mou, Jiahui Geng, Sascha Welten, Chunming Rong, Stefan Decker, Oya Beyan
Professorships for Dr. Rihan Hai and Svetlana Matiouk 