| 2026 | ACL | GrocLM: Grocery Category Recommendation in E-Commerce with Large Language Models. | Yuan Zhong, Chuanwei Ruan, Moein Hasani, Tejaswi Tenneti, Haixun Wang, Fenglong Ma |
| 2025 | WWW | Tutorial on Landing Generative AI in Industrial Social and E-commerce Recsys. | Da Xu, Danqing Zhang, Chuanwei Ruan, Lingling Zheng, Bo Yang, Guangyu Yang, Shuyuan Xu, Haixun Wang |
| 2023 | WWW | Dynamic Embedding-based Retrieval for Personalized Item Recommendations at Instacart. | Chuanwei Ruan, Allan Stewart, Han Li, Ryan Ye, David Vengerov, Haixun Wang |
| 2022 | AAAI | Towards Robust Off-Policy Learning for Runtime Uncertainty. | Da Xu, Yuting Ye, Chuanwei Ruan, Bo Yang |
| 2022 | ICLR | From Intervention to Domain Transportation: A Novel Perspective to Optimize Recommendation. | Da Xu, Yuting Ye, Chuanwei Ruan, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2022 | KDD | Modern Theoretical Tools for Designing Information Retrieval System. | Da Xu, Chuanwei Ruan |
| 2022 | WSDM | Modern Theoretical Tools for Understanding and Designing Next-generation Information Retrieval System. | Da Xu, Chuanwei Ruan |
| 2021 | ICLR | A Temporal Kernel Approach for Deep Learning with Continuous-time Information. | Da Xu, Chuanwei Ruan, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2021 | ICLR | Understanding the role of importance weighting for deep learning. | Da Xu, Yuting Ye, Chuanwei Ruan |
| 2021 | ICML | Rethinking Neural vs. Matrix-Factorization Collaborative Filtering: the Theoretical Perspectives. | Da Xu, Chuanwei Ruan, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2021 | KDD | Towards the D-Optimal Online Experiment Design for Recommender Selection. | Da Xu, Chuanwei Ruan, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2021 | WSDM | Theoretical Understandings of Product Embedding for E-commerce Machine Learning. | Da Xu, Chuanwei Ruan, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2020 | ICLR | Inductive representation learning on temporal graphs. | Da Xu, Chuanwei Ruan, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2020 | WSDM | Knowledge-aware Complementary Product Representation Learning. | Da Xu, Chuanwei Ruan, Jason H. D. Cho, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2020 | WSDM | Product Knowledge Graph Embedding for E-commerce. | Da Xu, Chuanwei Ruan, Evren Krpeoglu, Sushant Kumar, Kannan Achan |
| 2019 | ICASSP | Generative Graph Convolutional Network for Growing Graphs. | Da Xu, Chuanwei Ruan, Kamiya Motwani, Evren Krpeoglu, Sushant Kumar, Kannan Achan |