| 2026 | WWW | Large Reasoning Embedding Models: Towards Next-Generation Dense Retrieval Paradigm. | Jianting Tang, Dongshuai Li, Tao Wen, Fuyu Lv, Dan Ou, Linli Xu |
| 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 | Synthetic Data Powers Product Retrieval for Long-tail Knowledge-Intensive Queries in E-commerce Search. | Gui Ling, Weiyuan Li, Yue Jiang, Wenjun Peng, Xingxian Liu, Dongshuai Li, Fuyu Lv, Dan Ou, Haihong Tang |
| 2026 | SIGIR | KARMA: Knowledge-Action Regularized Multimodal Alignment for Personalized Search at Taobao. | Zhi Sun, Wenming Zhang, Yi Wei, Liren Yu, Zhixuan Zhang, 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 |
| 2025 | AAAI | No More Tuning: Prioritized Multi-Task Learning with Lagrangian Differential Multiplier Methods. | Zhengxing Cheng, Yuheng Huang, Zhixuan Zhang, Dan Ou, Qingwen Liu |
| 2025 | KDD | Complicated Semantic Alignment for Long-Tail Query Rewriting in Taobao Search Based on Large Language Model. | Yunling Feng, Gui Ling, Yue Jiang, Jianfeng Huang, Dan Ou, Qingwen Liu, Fuyu Lv, Yajing Xu |
| 2024 | KDD | Text Matching Indexers in Taobao Search. | Sen Li, Fuyu Lv, Ruqing Zhang, Dan Ou, Zhixuan Zhang, Maarten de Rijke |
| 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 |
| 2024 | WWW | Large Language Model based Long-tail Query Rewriting in Taobao Search. | Wenjun Peng, Guiyang Li, Yue Jiang, Zilong Wang, Dan Ou, Xiaoyi Zeng, Derong Xu, Tong Xu, Enhong Chen |
| 2022 | WSDM | Modeling Users' Contextualized Page-wise Feedback for Click-Through Rate Prediction in E-commerce Search. | Zhifang Fan, Dan Ou, Yulong Gu, Bairan Fu, Xiang Li, Wentian Bao, Xin-Yu Dai, Xiaoyi Zeng, Tao Zhuang, Qingwen Liu |
| 2021 | CIKM | Self-Supervised Learning on Users' Spontaneous Behaviors for Multi-Scenario Ranking in E-commerce. | Yulong Gu, Wentian Bao, Dan Ou, Xiang Li, Baoliang Cui, Biyu Ma, Haikuan Huang, Qingwen Liu, Xiaoyi Zeng |
| 2020 | WWW | Adversarial Multimodal Representation Learning for Click-Through Rate Prediction. | Xiang Li, Chao Wang, Jiwei Tan, Xiaoyi Zeng, Dan Ou, Bo Zheng |
| 2018 | KDD | Perceive Your Users in Depth: Learning Universal User Representations from Multiple E-commerce Tasks. | Yabo Ni, Dan Ou, Shichen Liu, Xiang Li, Wenwu Ou, Anxiang Zeng, Luo Si |