I am now a second year Ph.D. student in THUIR, Department of Computer Science and Technology in Tsinghua University (THU), Beijing, China. Before joining THU, I received the B.Eng.(2019) M.Eng.(2022) in South China University of Technology (SCUT) and Institute of Software, Chinese Academy of Sciences (ISCAS) respectively. My supervisors are Prof. Shaoping Ma, Prof. Yiqun Liu and Prof. Qingyao Ai. My major research interests are about text retrieval/reranking, recommendation, knowledge enhanced pretrained language models for IR, etc.
Education
| Year | Education |
|---|
| 08.2022-present | Ph.D. student, Department of Computer Science and Technology, Tsinghua University, China. |
| 08.2019-06.2022 | M.Eng., Institute of Software, Chinese Academy of Sciences, China. Supervised by Prof. Shuzi Niu. |
| 08.2015-06.2019 | B.Eng., School of Software Engineering, South China University of Technology, China. |
Experience
Publications
2023
| T2Ranking: A Large-scale Chinese Benchmark for Passage Ranking |
|---|
| Xiaohui Xie, Qian Dong, Bingning Wang, Feiyang Lv, Ting Yao, Weinan Gan, Zhijing Wu, Xiangsheng Li, Haitao Li, Yiqun Liu, Jin Ma |
| Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. [Paper] [BibTeX] |
| SAILER: Structure-aware Pre-trained Language Model for Legal Case Retrieval |
|---|
| Haitao Li, Qingyao Ai, Jia Chen, Qian Dong, Yueyue Wu, Yiqun Liu, Chong Chen, Qi Tian |
| Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. [Paper] [BibTeX] |
| Layout-aware Webpage Quality Assessment |
|---|
| Anfeng Cheng, Yiding Liu, Weibin Li, Qian Dong, Shuaiqiang Wang, Zhengjie Huang, Shikun Feng, Zhicong Cheng, Dawei Yin |
| arXiv. [Paper] [BibTeX] |
| Social4Rec: Distilling User Preference from Social Graph for Video Recommendation in Tencent |
|---|
| Xuanji Xiao, Huaqiang Dai, Qian Dong, Shuzi Niu, Yuzhen Liu, Pei Liu |
| arXiv. [Paper] [BibTeX] |
| I3Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage Retrieval |
|---|
| Qian Dong, Yiding Liu, Qingyao Ai, Haitao Li, Shuaiqiang Wang, Yiqun Liu, Dawei Yin, Shaoping Ma |
| arXiv. [Paper] [BibTeX] |
2022
| Incorporating Explicit Knowledge in Pre-trained Language Models for Passage Re-ranking |
|---|
| Qian Dong, Yiding Liu, Suqi Cheng, Shuaiqiang Wang, Zhicong Cheng, Shuzi Niu, Dawei Yin |
| Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. [Paper] [BibTeX] |
| Disentangled Graph Recurrent Network for Document Ranking |
|---|
| Qian Dong, Shuzi Niu, Tao Yuan, Yucheng Li |
| Data Science and Engineering. [Paper] [BibTeX] |
2021
| Legal Judgment Prediction via Relational Learning |
|---|
| Qian Dong, Shuzi Niu |
| Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. [Paper] [BibTeX] |
| Latent Graph Recurrent Network for Document Ranking |
|---|
| Qian Dong, Shuzi Niu |
| Database Systems for Advanced Applications. [Paper] [BibTeX] |
2019
| Emotion Recognition Based on Multi-View Body Gestures |
|---|
| Zhijuan Shen, Jun Cheng, Xiping Hu, Qian Dong |
| 2019 IEEE International Conference on Image Processing (ICIP). [Paper] [BibTeX] |
Honor and Awards
| Year | Honor & Awards |
|---|
| 2021 | National Scholarship. (Top 1%) |
More
My hobbies mainly focus on OverWatch🎮, movies🎥 and swimming🏊♂️.
Justice rains from above! ⚡️🚀⚡️🚀⚡️🚀⚡️
