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Dr. rer. nat. Arnab Sharma
Senior Researchers
Research Interest
My research interests include but are not limited to,
- Robustness in graph machine learning
- Explainable machine learning
- Inductive knowledge graph embedding
- Security in graph machine learning
Projects
Publications
Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help?
The Semantic Web - ISWC 2025 - 24th International Semantic Web Conference, Nara, Japan, November 2-6, 2025, Proceedings, Part I, 2025, #inproceedings
Parameter Averaging in Link Prediction
Proceedings of the Knowledge Capture Conference 2025 (K-CAP '25), 2025, #inproceedings
Inference over Unseen Entities, Relations and Literals on Knowledge Graphs
ECAI Workshops, 2024, #inproceedings
Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help?
The Semantic Web - ISWC 2025 - 24th International Semantic Web Conference, Nara, Japan, November 2-6, 2025, Proceedings, Part I, 2025, #inproceedings
Parameter Averaging in Link Prediction
Proceedings of the Knowledge Capture Conference 2025 (K-CAP '25), 2025, #inproceedings
Inference over Unseen Entities, Relations and Literals on Knowledge Graphs
ECAI Workshops, 2024, #inproceedings