| 2023 | ICDE | HAM: Hybrid Associations Models for Sequential Recommendation (Extended abstract). | Bo Peng, Zhiyun Ren, Srinivasan Parthasarathy, Xia Ning |
| 2019 | DSAA | Grade Prediction with Neural Collaborative Filtering. | Zhiyun Ren, Xia Ning, Andrew S. Lan, Huzefa Rangwala |
| 2019 | EDM | Grade Prediction Based on Cumulative Knowledge and Co-taken Courses. | Zhiyun Ren, Xia Ning, Andrew S. Lan, Huzefa Rangwala |
| 2019 | MICCAI | Prioritizing Amyloid Imaging Biomarkers in Alzheimer's Disease via Learning to Rank. | Bo Peng, Zhiyun Ren, Xiaohui Yao, Kefei Liu, Andrew J. Saykin, Li Shen, Xia Ning |
| 2018 | SDM | ALE: Additive Latent Effect Models for Grade Prediction. | Zhiyun Ren, Xia Ning, Huzefa Rangwala |
| 2017 | EDM | Grade Prediction with Temporal Course-wise Influence. | Zhiyun Ren, Xia Ning, Huzefa Rangwala |
| 2016 | EDM | Predicting Performance on MOOC Assessments using Multi-Regression Models. | Zhiyun Ren, Huzefa Rangwala, Aditya Johri |
| 2012 | INDIN | A virtual machine deployment approach using knowledge curves in Cloud Simulation. | Zhiyun Ren, Xiao Song, Lei Ren, Lin Zhang, Shaoyun Zhang |