Tobias King
Karlsruhe Institute of Technology (KIT)
Campus Süd
Institute of Telematics
Chair for Pervasive Computing Systems / TECO
Vincenz-Prießnitz-Straße 1
76131 Karlsruhe
Germany
Building 07.07, Room 203
email: king(at)teco.edu
GitHub: https://github.com/tk-king
SHORT CV
- 2019 – 2022 Master degree in Computer Science at KIT
- 2015 – 2019 Bachelor degree in Computer Science at KIT
PROJECTS
- Embedded Machine Learning
- Bioinformatics and Medical informatics
RESEARCH INTERESTS
- Automated Machine Learning
PUBLICATION
2025
MicroNAS for memory and latency constrained hardware aware neural architecture search in time series classification on microcontrollers
King, T.; Zhou, Y.; Röddiger, T.; Beigl, M.
2025. Scientific Reports, 15 (1), Art.-Nr.: 7575. doi:10.1038/s41598-025-90764-z
King, T.; Zhou, Y.; Röddiger, T.; Beigl, M.
2025. Scientific Reports, 15 (1), Art.-Nr.: 7575. doi:10.1038/s41598-025-90764-z
2024
MLP-HAR: Boosting Performance and Efficiency of HAR Models on Edge Devices with Purely Fully Connected Layers
Zhou, Y.; King, T.; Zhao, H.; Huang, Y.; Riedel, T.; Beigl, M.
2024. 2024 ACM International Symposium on Wearable Computers (ISWC ’24)
Zhou, Y.; King, T.; Zhao, H.; Huang, Y.; Riedel, T.; Beigl, M.
2024. 2024 ACM International Symposium on Wearable Computers (ISWC ’24)
OpenEarable ExG: Open-Source Hardware for Ear-Based Biopotential Sensing Applications
Lepold, P.; Röddiger, T.; King, T.; Kunze, K.; Maurer, C.; Beigl, M.
2024. UbiComp ’24: Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing, 916 – 920, Association for Computing Machinery (ACM). doi:10.1145/3675094.3678480
Lepold, P.; Röddiger, T.; King, T.; Kunze, K.; Maurer, C.; Beigl, M.
2024. UbiComp ’24: Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing, 916 – 920, Association for Computing Machinery (ACM). doi:10.1145/3675094.3678480
Enhancing Efficiency in HAR Models: NAS Meets Pruning
Zhou, Y.; King, T.; Huang, Y.; Zhao, H.; Riedel, T.; Röddiger, T.; Beigl, M.
2024. 22nd IEEE International Conference on Pervasive Computing and Communications (PerCom 2024), Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/PerComWorkshops59983.2024.10502894
Zhou, Y.; King, T.; Huang, Y.; Zhao, H.; Riedel, T.; Röddiger, T.; Beigl, M.
2024. 22nd IEEE International Conference on Pervasive Computing and Communications (PerCom 2024), Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/PerComWorkshops59983.2024.10502894
OpenEarable ExG: Open-Source Hardware for Ear-Based Biopotential Sensing Applications
Lepold, P.; Röddiger, T.; King, T.; Kunze, K.; Maurer, C.; Beigl, M.
2024. doi:10.48550/arXiv.2410.06533
Lepold, P.; Röddiger, T.; King, T.; Kunze, K.; Maurer, C.; Beigl, M.
2024. doi:10.48550/arXiv.2410.06533
2023
OpenEarable: Open Hardware Earable Sensing Platform
Röddiger, T.; King, T.; Roodt, D. R.; Clarke, C.; Beigl, M.
2023. UbiComp/ISWC ’22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 246–251, Association for Computing Machinery (ACM). doi:10.1145/3544793.3563415
Röddiger, T.; King, T.; Roodt, D. R.; Clarke, C.; Beigl, M.
2023. UbiComp/ISWC ’22 Adjunct: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 246–251, Association for Computing Machinery (ACM). doi:10.1145/3544793.3563415
2022
OpenEarable: Open Hardware Earable Sensing Platform
Röddiger, T.; King, T.; Roodt, D. R.; Clarke, C.; Beigl, M.
2022, September 15
Röddiger, T.; King, T.; Roodt, D. R.; Clarke, C.; Beigl, M.
2022, September 15