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Dr. rer. nat. Arnab Sharma

Senior Researchers

Office
F1.301

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?

By Adel Memariani, Michael Röder, Arnab Sharma, Caglar Demir, Axel-Cyrille Ngonga Ngomo

The Semantic Web -- ISWC 2025, 2025, #inproceedings

Inference over Unseen Entities, Relations and Literals on Knowledge Graphs

By Caglar Demir, N'Dah Jean Kouagou, Arnab Sharma, Axel-Cyrille Ngonga Ngomo

ECAI Workshops, 2024, #inproceedings

Link Prediction Under Non-targeted Attacks: Do Soft Labels Always Help?

By Adel Memariani, Michael Röder, Arnab Sharma, Caglar Demir, Axel-Cyrille Ngonga Ngomo

The Semantic Web -- ISWC 2025, 2025, #inproceedings

Inference over Unseen Entities, Relations and Literals on Knowledge Graphs

By Caglar Demir, N'Dah Jean Kouagou, Arnab Sharma, Axel-Cyrille Ngonga Ngomo

ECAI Workshops, 2024, #inproceedings