Learning-based link prediction analysis for Facebook100 network. - Tim Postuvan; Semir Salkic; Lovro Subelj (CoRR, 2020)

AdaGrid: Adaptive Grid Search for Link Prediction Training Objective. - Tim Postuvan; Jiaxuan You; Mohammadreza Banaei; Rémi Lebret; Jure Leskovec (CoRR, 2022)

Using Focal Loss to Fight Shallow Heuristics: An Empirical Analysis of Modulated Cross-Entropy in Natural Language Inference. - Frano Rajic; Ivan Stresec; Axel Marmet; Tim Postuvan (CoRR, 2022)

Learning-Based Link Anomaly Detection in Continuous-Time Dynamic Graphs. - Tim Postuvan; Claas Grohnfeldt; Michele Russo; Giulio Lovisotto (Trans. Mach. Learn. Res., 2024)

Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance. - Dominik Fuchsgruber; Tim Postuvan; Stephan Günnemann; Simon Geisler (ICLR, 2025)