Timo Sztyler

Senior Research Engineer, NEC Laboratories Europe

Joined

April 2019

Names

Timo Sztyler (Preferred)

Emails

****@neclab.eu (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Senior Research Engineer

NEC Laboratories Europe (neclab.eu)

2019 – Present

PhD student

Universität Mannheim (uni-mannheim.de)

2015 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

Explainable AI

2019 – Present

Graph-based Machine Learning

2018 – Present

Human Activity Recognition

2015 – 2018

Publications

History repeats itself: A Baseline for Temporal Knowledge Graph Forecasting
Julia Gastinger, Christian Meilicke, Federico Errica, Timo Sztyler, Anett Schuelke, Heiner Stuckenschmidt
- Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI 2024)
- Readers: Everyone
Dynamic Representations of Global Crises: A Temporal Knowledge Graph For Conflicts, Trade and Value Networks
Julia Gastinger, Timo Sztyler, Nils Steinert, Sabine Gründer-Fahrer, Michael Martin, Anett Schuelke, Heiner Stuckenschmidt
- LoG 2024 Poster
- Readers: Everyone
On the Evaluation of Methods for Temporal Knowledge Graph Forecasting
Julia Gastinger, Timo Sztyler, Lokesh Sharma, Anett Schuelke
- 24 Sept 2022 (modified: 05 May 2023)
- TGL@NeurIPS2022 LongPaper
- Readers: Everyone
Performance of neoantigen prediction for the design of TG4050, a patient specific neoantigen cancer vaccine
Brandon Malone, Timo Sztyler
- 18 Nov 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Explaining Neural Matrix Factorization with Gradient Rollback
Carolin Lawrence, Timo Sztyler, Mathias Niepert
- 2021 (modified: 04 Nov 2021)
- AAAI 2021
- Readers: Everyone
ProcK: Machine Learning for Knowledge-Intensive Processes
Tobias Jacobs, Jingyi Yu, Julia Gastinger, Timo Sztyler
- 2021 (modified: 10 Jan 2022)
- CoRR 2021
- Readers: Everyone
POLARIS: Probabilistic and Ontological Activity Recognition in Smart-Homes
Gabriele Civitarese, Timo Sztyler, Daniele Riboni, Claudio Bettini, Heiner Stuckenschmidt
- 2021 (modified: 10 Jan 2022)
- IEEE Trans. Knowl. Data Eng. 2021
- Readers: Everyone
Explaining Neural Matrix Factorization with Gradient Rollback
Carolin Lawrence, Timo Sztyler, Mathias Niepert
- 2020 (modified: 04 Nov 2022)
- CoRR 2020
- Readers: Everyone
Vision and Acceleration Modalities: Partners for Recognizing Complex Activities
Alexander Diete, Timo Sztyler, Heiner Stuckenschmidt
- 2019 (modified: 10 Jan 2022)
- PerCom Workshops 2019
- Readers: Everyone
Beyond position-awareness - Extending a self-adaptive fall detection system
Christian Krupitzer, Timo Sztyler, Janick Edinger, Martin Breitbach, Heiner Stuckenschmidt, Christian Becker
- 2019 (modified: 10 Jan 2022)
- Pervasive Mob. Comput. 2019
- Readers: Everyone

View all 35 publications

Co-Authors

View all 45 co-authors