| 2024 | DASFAA | SGDG: Improving Transformer Seq2Seq Models through Span Generation and Denoise Generation. | Zhenfei Yang, Beiming Yu, Chenxiao Dou, Qian Zhang, Yansong Chua |
| 2023 | AAAI | Domain-Adapted Dependency Parsing for Cross-Domain Named Entity Recognition. | Chenxiao Dou, Xianghui Sun, Yaoshu Wang, Yunjie Ji, Baochang Ma, Xiangang Li |
| 2022 | ICDE | Semantics Driven Embedding Learning for Effective Entity Alignment. | Ziyue Zhong, Meihui Zhang, Ju Fan, Chenxiao Dou |
| 2022 | NAACL | To Answer or Not To Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning. | Yunjie Ji, Liangyu Chen, Chenxiao Dou, Baochang Ma, Xiangang Li |
| 2017 | IDEAS | Efficient Density-Based Blocking for Record Matching. | Chenxiao Dou, Ruoyu Wang, Daniel Sun, Muhammad Atif |
| 2017 | SSDBM | Active Learning with Density-Initialized Decision Tree for Record Matching. | Chenxiao Dou, Daniel Sun, Guoqiang Li, Raymond K. Wong |
| 2016 | WISE | Unsupervised Blocking of Imbalanced Datasets for Record Matching. | Chenxiao Dou, Daniel Sun, Raymond K. Wong |