Publications

Conference Item

• Damke, Clemens; Hüllermeier, Eyke (2024)
  CUQ-GNN: Committee-Based Graph Uncertainty Quantification Using Posterior Networks
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2024), 9. - 13. September 2024, Vilnius, Lithuania (full text available)
  
• Damke, Clemens; Hüllermeier, Eyke (2024)
  Linear Opinion Pooling for Uncertainty Quantification on Graphs
  40th Conference on Uncertainty in Artificial Intelligence, 15. - 19. July 2024, Barcelona, Spain (full text available)
  
• Wickert, Anna-Katharina; Damke, Clemens; Baumgärtner, Lars; Hüllermeier, Eyke; Mezini, Mira (2023)
  UnGoML: Automated Classification of unsafe Usages in Go
  20th International Conference on Mining Software Repositories (MSR), 15-16 May, 2023, Melbourne, Australia (full text available)
  
• Damke, Clemens; Hüllermeier, Eyke (2021)
  Ranking Structured Objects with Graph Neural Networks
  24th International Conference on Discovery Science (DS 2021), October 11–13, 2021, Halifax, NS, Canada, Virtual (full text available)
  
• Damke, Clemens; Melnikov, Vitalik; Hüllermeier, Eyke (2020)
  A Novel Higher-order Weisfeiler-Lehman Graph Convolution
  12th Asian Conference on Machine Learning (ACML 2020), 18-20 November 2020, Bangkok, Thailand (full text available)