DYNAMO researchers contributed two papers to KDD 2025: Normalized Space Alignment: A Versatile Metric for Representation Analysis, by Danish Ebadulla, Aditya Gulati, and Ambuj Singh, and Attribute-Enhanced Similarity Ranking for Sparse Link Prediction, with collaborators João Mattos, Zexi Huang, Mert Kosan, and Arlei Silva. These works advance the comparison of learned representations and link prediction in sparse graphs.