| 2026 | SIGIR | TEC: A Collection of Human Trial-and-error Trajectories for Problem Solving. | Xinkai Zhang, Jingtao Zhan, Yiqun Liu, Qingyao Ai |
| 2025 | SIGIR | Dynamic and Parametric Retrieval-Augmented Generation. | Weihang Su, Qingyao Ai, Jingtao Zhan, Qian Dong, Yiqun Liu |
| 2024 | AAAI | Combining Multiple Supervision for Robust Zero-Shot Dense Retrieval. | Yan Fang, Qingyao Ai, Jingtao Zhan, Yiqun Liu, Xiaolong Wu, Zhao Cao |
| 2024 | ACL | Prompt Refinement with Image Pivot for Text-to-Image Generation. | Jingtao Zhan, Qingyao Ai, Yiqun Liu, Yingwei Pan, Ting Yao, Jiaxin Mao, Shaoping Ma, Tao Mei |
| 2024 | SIGIR | Scaling Laws For Dense Retrieval. | Yan Fang, Jingtao Zhan, Qingyao Ai, Jiaxin Mao, Weihang Su, Jia Chen, Yiqun Liu |
| 2024 | SIGIR | Capability-aware Prompt Reformulation Learning for Text-to-Image Generation. | Jingtao Zhan, Qingyao Ai, Yiqun Liu, Jia Chen, Shaoping Ma |
| 2023 | IJCAI | Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract). | Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma |
| 2023 | SIGIR | Constructing Tree-based Index for Efficient and Effective Dense Retrieval. | Haitao Li, Qingyao Ai, Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Zheng Liu, Zhao Cao |
| 2022 | CIKM | Evaluating Interpolation and Extrapolation Performance of Neural Retrieval Models. | Jingtao Zhan, Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma |
| 2022 | IJCAI | Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract). | Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma |
| 2022 | WSDM | Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval. | Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma |
| 2021 | CIKM | Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance. | Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma |
| 2021 | SIGIR | Optimizing Dense Retrieval Model Training with Hard Negatives. | Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma |
| 2020 | WWW | Leveraging Passage-level Cumulative Gain for Document Ranking. | Zhijing Wu, Jiaxin Mao, Yiqun Liu, Jingtao Zhan, Yukun Zheng, Min Zhang, Shaoping Ma |
| 2020 | SIGIR | An Analysis of BERT in Document Ranking. | Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma |