Knowledge Intensive Learning: Combining Qualitative Constraints with Causal Independence for Parameter Learning in Probabilistic Models. - Shuo Yang 004; Sriraam Natarajan (ECML/PKDD (2), 2013)

Learning from Imbalanced Data in Relational Domains: A Soft Margin Approach. - Shuo Yang 004; Tushar Khot; Kristian Kersting; Gautam Kunapuli; Kris Hauser; Sriraam Natarajan (ICDM, 2014)

Modeling Coronary Artery Calcification Levels from Behavioral Data in a Clinical Study. - Shuo Yang 004; Kristian Kersting; Greg Terry; Jefferey Carr; Sriraam Natarajan (AIME, 2015)

Learning Continuous-Time Bayesian Networks in Relational Domains: A Non-Parametric Approach. - Shuo Yang 004; Tushar Khot; Kristian Kersting; Sriraam Natarajan (AAAI, 2016)

Identifying Rare Diseases from Behavioural Data: A Machine Learning Approach. - Haley MacLeod; Shuo Yang 004; Kim Oakes; Kay Connelly; Sriraam Natarajan (CHASE, 2016)

Application of Statistical Relational Learning to Hybrid Recommendation Systems. - Shuo Yang 004; Mohammed Korayem; Khalifeh AlJadda; Trey Grainger; Sriraam Natarajan (CoRR, 2016)

Discriminative boosted Bayes networks for learning multiple cardiovascular procedures. - Nandini Ramanan; Shuo Yang 004; Shaun J. Grannis; Sriraam Natarajan (BIBM, 2017)

Modeling heart procedures from EHRs: An application of exponential families. - Shuo Yang 004; Fabian Hadiji; Kristian Kersting; Shaun J. Grannis; Sriraam Natarajan (BIBM, 2017)

Personalized Video Recommendations for Shared Accounts. - Shuo Yang 004; Somdeb Sarkhel; Saayan Mitra; Viswanathan Swaminathan 001 (ISM, 2017)

Combining content-based and collaborative filtering for job recommendation system: A cost-sensitive Statistical Relational Learning approach. - Shuo Yang 004; Mohammed Korayem; Khalifeh AlJadda; Trey Grainger; Sriraam Natarajan (Knowl. Based Syst., 2017)

Effective Learning of Probabilistic Models for Clinical Predictions from Longitudinal Data. - Shuo Yang 004 (CoRR, 2018)

An Interactive Online Audience Extension System. - Yu Cheng; Shuo Yang 004; David Araújo; Yibo Yao; Yantao Yao (IEEE BigData, 2019)

A Unified Framework for Knowledge Intensive Gradient Boosting: Leveraging Human Experts for Noisy Sparse Domains. - Harsha Kokel; Phillip Odom; Shuo Yang 004; Sriraam Natarajan (AAAI, 2020)