Stock Market Volatility Prediction: A Service-Oriented Multi-kernel Learning Approach. - Feng Wang; Ling Liu; Chenxiao Dou (IEEE SCC, 2012)

Probabilistic parallelisation of blocking non-matched records for big data. - Chenxiao Dou; Daniel Sun 004; Yi-Cheng Chen; Guoqiang Li 001; Jianquan Liu (IEEE BigData, 2016)

Unsupervised Blocking of Imbalanced Datasets for Record Matching. - Chenxiao Dou; Daniel Sun 004; Raymond K. Wong 001 (WISE (2), 2016)

Efficient Density-Based Blocking for Record Matching. - Chenxiao Dou; Ruoyu Wang 004; Daniel Sun 004; Muhammad Atif (IDEAS, 2017)

Active Learning with Density-Initialized Decision Tree for Record Matching. - Chenxiao Dou; Daniel Sun 004; Guoqiang Li 001; Raymond K. Wong 001 (SSDBM, 2017)

Property of Density in Entity Resolution and its Usage for Blocking and Learning. - Chenxiao Dou (2017)

Unsupervised blocking and probabilistic parallelisation for record matching of distributed big data. - Chenxiao Dou; Yi Cui; Daniel Sun 004; Raymond K. Wong 001; Muhammad Atif; Guoqiang Li 001; Rajiv Ranjan 001 (J. Supercomput., 2019)

Semantics Driven Embedding Learning for Effective Entity Alignment. - Ziyue Zhong; Meihui Zhang 001; Ju Fan; Chenxiao Dou (ICDE, 2022)

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 (NAACL-HLT (Findings), 2022)

BEIKE NLP at SemEval-2022 Task 4: Prompt-Based Paragraph Classification for Patronizing and Condescending Language Detection. - Yong Deng; Chenxiao Dou; Liangyu Chen; Deqiang Miao; Xianghui Sun; Baochang Ma; Xiangang Li (SemEval@NAACL, 2022)

Domain-Adapted Dependency Parsing for Cross-Domain Named Entity Recognition. - Chenxiao Dou; Xianghui Sun; Yaoshu Wang; Yunjie Ji; Baochang Ma; Xiangang Li (AAAI, 2023)

SGDG: Improving Transformer Seq2Seq Models through Span Generation and Denoise Generation. - Zhenfei Yang; Beiming Yu; Chenxiao Dou; Qian Zhang; Yansong Chua (DASFAA (2), 2024)

Towards Open-World Mobile Manipulation in Homes: Lessons from the Neurips 2023 HomeRobot Open Vocabulary Mobile Manipulation Challenge. - Sriram Yenamandra; Arun Ramachandran; Mukul Khanna; Karmesh Yadav; Jay Vakil; Andrew Melnik; Michael Büttner; Leon Harz; Lyon Brown; Gora Chand Nandi; Arjun P. S; Gaurav Kumar Yadav; et al. (CoRR, 2024)