Sztyler, Timo

6 publications

LoG 2025 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

IJCAI 2024 History Repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting Julia Gastinger, Christian Meilicke, Federico Errica, Timo Sztyler, Anett Schülke, Heiner Stuckenschmidt

ECML-PKDD 2023 Comparing Apples and Oranges? on the Evaluation of Methods for Temporal Knowledge Graph Forecasting Julia Gastinger, Timo Sztyler, Lokesh Sharma, Anett Schuelke, Heiner Stuckenschmidt

NeurIPSW 2022 On the Evaluation of Methods for Temporal Knowledge Graph Forecasting Julia Gastinger, Timo Sztyler, Lokesh Sharma, Anett Schuelke

ECML-PKDD 2022 ProcK: Machine Learning for Knowledge-Intensive Processes Tobias Jacobs, Jingyi Yu, Julia Gastinger, Timo Sztyler

AAAI 2021 Explaining Neural Matrix Factorization with Gradient Rollback Carolin Lawrence, Timo Sztyler, Mathias Niepert