| 2026 | WWW | TaoSR-AGRL: Adaptive Guided Reinforcement Learning Framework for E-commerce Search Relevance. | Jianhui Yang, Yiming Jin, Pengkun Jiao, Chenhe Dong, Zerui Huang, Shaowei Yao, Xiaojiang Zhou, Dan Ou, Haihong Tang |
| 2026 | SIGIR | Learning to Trust: Dynamic Utilization of Retrieval-Augmented Generation for E-commerce Search Relevance. | Tingqiao Xu, Shaowei Yao, Chenhe Dong, Yiming Jin, Zerui Huang, Dan Ou, Haihong Tang, Bo Zheng |
| 2024 | KDD | Deep Bag-of-Words Model: An Efficient and Interpretable Relevance Architecture for Chinese E-Commerce. | Zhe Lin, Jiwei Tan, Dan Ou, Xi Chen, Shaowei Yao, Bo Zheng |
| 2023 | CIKM | MSRA: A Multi-Aspect Semantic Relevance Approach for E-Commerce via Multimodal Pre-Training. | Hanqi Jin, Jiwei Tan, Lixin Liu, Lisong Qiu, Shaowei Yao, Xi Chen, Xiaoyi Zeng |
| 2022 | KDD | ReprBERT: Distilling BERT to an Efficient Representation-Based Relevance Model for E-Commerce. | Shaowei Yao, Jiwei Tan, Xi Chen, Junhao Zhang, Xiaoyi Zeng, Keping Yang |
| 2021 | WWW | Learning a Product Relevance Model from Click-Through Data in E-Commerce. | Shaowei Yao, Jiwei Tan, Xi Chen, Keping Yang, Rong Xiao, Hongbo Deng, Xiaojun Wan |
| 2020 | ACL | Multimodal Transformer for Multimodal Machine Translation. | Shaowei Yao, Xiaojun Wan |
| 2020 | ACL | Heterogeneous Graph Transformer for Graph-to-Sequence Learning. | Shaowei Yao, Tianming Wang, Xiaojun Wan |
| 2020 | IJCAI | Better AMR-To-Text Generation with Graph Structure Reconstruction. | Tianming Wang, Xiaojun Wan, Shaowei Yao |