| 2026 | WWW | SEER: Set Encoding for Efficient Representation in Large-Scale E-commerce. | Yining Lin, Yuming Shen, Yipeng Zhang, Canran Xu |
| 2026 | WSDM | REFLEX: Reinforcement Feedback Learning with Large Language Models for E-commerce Query Expansion. | Yipeng Zhang, Bowen Liu, Xiaoshuang Zhang, Aritra Mandal, Canran Xu, Zhe Wu |
| 2025 | ICDM | Bridging Modality Gaps in e-Commerce Products via Vision-Language Alignment. | Yipeng Zhang, Hongjun Yu, Aritra Mandal, Canran Xu, Qunzhi Zhou, Zhe Wu |
| 2024 | EACL | CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification. | Yang Li, Canran Xu, Guodong Long, Tao Shen, Chongyang Tao, Jing Jiang |
| 2020 | AAAI | Learning Feature Interactions with Lorentzian Factorization Machine. | Canran Xu, Ming Wu |
| 2019 | AAAI | Explainable Reasoning over Knowledge Graphs for Recommendation. | Xiang Wang, Dingxian Wang, Canran Xu, Xiangnan He, Yixin Cao, Tat-Seng Chua |
| 2019 | ACL | Relation Embedding with Dihedral Group in Knowledge Graph. | Canran Xu, Ruijiang Li |
| 2017 | SIGIR | Query Rewrite for Null and Low Search Results in eCommerce. | Zehong Tan, Canran Xu, Mengjie Jiang, Hua Yang, Xiaoyuan Wu |