Manfred Jaeger

Associate Professor, Computer Science, Aalborg University

Joined

July 2019

Names

Manfred Jaeger

Emails

****@cs.aau.dk (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Associate Professor

Computer Science, Aalborg University (aau.dk)

2003 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

statistical relational learning

Present

graph learning

Present

neuro-symbolic integration

Present

Publications

On the Global and Local Calibration of Graph Neural Networks
Francesco Ferrini, Veronica Lachi, Antonio Longa, Cesare Barbera, Andrea Pugnana, Andrea Passerini, Manfred Jaeger
- Calibration for Modern AI @ AISTATS 2026
- Readers: Everyone
Rethinking GNNs and Missing Features: Challenges, Evaluation and a Robust Solution
Francesco Ferrini, Veronica Lachi, Antonio Longa, Bruno Lepri, Akiyoshi Matono, Andrea Passerini, Xin Liu, Manfred Jaeger
- Submitted to ICLR 2026
- Readers: Everyone
Beyond Sparse Benchmarks: Evaluating GNNs with Realistic Missing Features
Francesco Ferrini, Veronica Lachi, Antonio Longa, Bruno Lepri, Andrea Passerini, Xin Liu, Manfred Jaeger
- NPGML Oral
- Readers: Everyone
Bridging Theory and Practice in Link Representation with Graph Neural Networks
Veronica Lachi, Francesco Ferrini, Antonio Longa, Bruno Lepri, Andrea Passerini, Manfred Jaeger
- NeurIPS 2025 spotlight
- Readers: Everyone
A Self-Explainable Heterogeneous GNN for Relational Deep Learning
Francesco Ferrini, Antonio Longa, Andrea Passerini, Manfred Jaeger
- Accepted by TMLR
- Readers: Everyone
Generalized Reasoning with Graph Neural Networks by Relational Bayesian Network Encodings
Raffaele Pojer, Andrea Passerini, Manfred Jaeger
- LoG 2023 Poster
- Readers: Everyone
A Simple Latent Variable Model for Graph Learning and Inference
Manfred Jaeger, Antonio Longa, Steve Azzolin, Oliver Schulte, Andrea Passerini
- LoG 2023 Poster
- Readers: Everyone
Meta-Path Learning for Multi-relational Graph Neural Networks
Francesco Ferrini, Antonio Longa, Andrea Passerini, Manfred Jaeger
- LoG 2023 Oral
- Readers: Everyone
Parameter learning for relational Bayesian networks
Manfred Jaeger
- 2007 (modified: 11 Nov 2022)
- ICML 2007
- Readers: Everyone
Probabilistic Classifiers and the Concepts They Recognize
Manfred Jaeger
- 2003 (modified: 16 Jul 2019)
- ICML 2003
- Readers: Everyone

View all 12 publications

Manfred Jaeger

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors