Stephan Günnemann
Publications by Year
Research Areas
Advanced Graph Neural Networks, Adversarial Robustness in Machine Learning, Complex Network Analysis Techniques, Advanced Clustering Algorithms Research, Anomaly Detection Techniques and Applications
Most-Cited Works
- → ChatGPT for good? On opportunities and challenges of large language models for education(2023)4,340 cited
- → Adversarial Attacks on Neural Networks for Graph Data(2018)971 cited
- → Pitfalls of Graph Neural Network Evaluation(2018)632 cited
- → Predict then Propagate: Graph Neural Networks meet Personalized PageRank(2018)431 cited
- → Adversarial Attacks on Graph Neural Networks via Meta Learning(2019)368 cited
- → Scaling Graph Neural Networks with Approximate PageRank(2020)351 cited
- → Directional Message Passing for Molecular Graphs(2020)345 cited