Hierarchy-Regularized Latent Semantic Indexing. - Yi Huang 002; Kai Yu 001; Matthias Schubert; Shipeng Yu; Volker Tresp; Hans-Peter Kriegel (ICDM, 2005)

Towards Machine Learning on the Semantic Web. - Volker Tresp; Markus Bundschus; Achim Rettinger; Yi Huang 002 (URSW (LNCS Vol.), 2008)

Materializing and Querying Learned Knowledge. - Volker Tresp; Yi Huang 002; Markus Bundschus; Achim Rettinger (MLG/SRL@ILP, 2009)

Multivariate Prediction for Learning on the Semantic Web. - Yi Huang 002; Volker Tresp; Markus Bundschus; Achim Rettinger; Hans-Peter Kriegel (ILP, 2010)

Deductive and Inductive Stream Reasoning for Semantic Social Media Analytics. - Davide Francesco Barbieri; Daniele Braga; Stefano Ceri; Emanuele Della Valle; Yi Huang 002; Volker Tresp; Achim Rettinger; Hendrik Wermser (IEEE Intell. Syst., 2010)

Towards BOTTARI: Using Stream Reasoning to Make Sense of Location-Based Micro-posts. - Irene Celino; Daniele Dell'Aglio; Emanuele Della Valle; Yi Huang 002; Tony Kyung-il Lee; Seon-Ho Kim; Volker Tresp (ESWC Workshops, 2011)

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

Making Sense of Location-based Micro-posts Using Stream Reasoning. - Irene Celino; Daniele Dell'Aglio; Emanuele Della Valle; Yi Huang 002; Tony Kyung-il Lee; Stanley Park; Volker Tresp (#MSM, 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)

Context-aware tensor decomposition for relation prediction in social networks. - Achim Rettinger; Hendrik Wermser; Yi Huang 002; Volker Tresp (Soc. Netw. Anal. Min., 2012)

BOTTARI: An augmented reality mobile application to deliver personalized and location-based recommendations by continuous analysis of social media streams. - Marco Balduini; Irene Celino; Daniele Dell'Aglio; Emanuele Della Valle; Yi Huang 002; Tony Kyung-il Lee; Seon-Ho Kim; Volker Tresp (J. Web Semant., 2012)

Location-Based Mobile Recommendations by Hybrid Reasoning on Social Media Streams. - Tony Kyung-il Lee; Seon-Ho Kim; Marco Balduini; Daniele Dell'Aglio; Irene Celino; Yi Huang 002; Volker Tresp; Emanuele Della Valle (JIST, 2013)

A Case Study of Active, Continuous and Predictive Social Media Analytics for Smart City. - Marco Balduini; Stefano Bocconi; Alessandro Bozzon; Emanuele Della Valle; Yi Huang 002; Jasper Oosterman; Themis Palpanas; Mikalai Tsytsarau (S4SC@ISWC, 2014)

Recommending Venues Using Continuous Predictive Social Media Analytics. - Marco Balduini; Alessandro Bozzon; Emanuele Della Valle; Yi Huang 002; Geert-Jan Houben (IEEE Internet Comput., 2014)

Reality mining on micropost streams - Deductive and inductive reasoning for personalized and location-based recommendations. - Marco Balduini; Irene Celino; Daniele Dell'Aglio; Emanuele Della Valle; Yi Huang 002; Tony Kyung-il Lee; Seon-Ho Kim; Volker Tresp (Semantic Web, 2014)

A scalable approach for statistical learning in semantic graphs. - Yi Huang 002; Volker Tresp; Maximilian Nickel; Achim Rettinger; Hans-Peter Kriegel (Semantic Web, 2014)

Querying the Web with Statistical Machine Learning. - Volker Tresp; Yi Huang 002; Maximilian Nickel (Towards the Internet of Services, 2014)

Scalable statistical learning for relation prediction on structured data. - Yi Huang 002 (2020)