Graphical Models for Relations - Modeling Relational Context. - Volker Tresp; Yi Huang 002; Xueyan Jiang; Achim Rettinger (KDIR, 2011)

Combining Information Extraction, Deductive Reasoning and Machine Learning for Relation Prediction. - Xueyan Jiang; Yi Huang 002; Maximilian Nickel; Volker Tresp (ESWC, 2012)

Scalable Relation Prediction Exploiting Both Intrarelational Correlation and Contextual Information. - Xueyan Jiang; Volker Tresp; Yi Huang 002; Maximilian Nickel; Hans-Peter Kriegel (ECML/PKDD (1), 2012)

Link Prediction in Multi-relational Graphs using Additive Models. - Xueyan Jiang; Volker Tresp; Yi Huang 002; Maximilian Nickel (SeRSy, 2012)

Reducing the Rank in Relational Factorization Models by Including Observable Patterns. - Maximilian Nickel; Xueyan Jiang; Volker Tresp (NIPS, 2014)

Probabilistic Latent-Factor Database Models. - Denis Krompass; Xueyan Jiang; Maximilian Nickel; Volker Tresp (LD4KD, 2014)

Metrics for Deep Generative Models. - Nutan Chen; Alexej Klushyn; Richard Kurle; Xueyan Jiang; Justin Bayer; Patrick van der Smagt (AISTATS, 2018)