NhatHai Phan, My Thai, Han Hu, Ruoming Jin, Tong Sun, and Dejing Dou 2020. "Scalable Differential Privacy with Certified Robustness in Adversarial Learning." (To appear) Proceedings of 37th International Conference on Machine Learning (ICML 2020), July, 2020.
Sabin Kafle, Nisansa de Silva, and Dejing Dou 2020. "An Overview of Utilizing Knowledge Bases in Neural Networks for Question Answering." (Accepted by) Information Systems Frontiers, 2020.
Amir Veyseh, Franck Dernoncourt, Dejing Dou, and Thien Nguyen 2020. "Exploiting the Syntax-Model Consistency for Neural Relation Extraction." (To appear) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020) (long paper), July, 2020.
Amir Veyseh, Franck Dernoncourt, My Thai, Dejing Dou, Thien Huu Nguyen 2020. "Multi-view Consistency for Relation Extraction via Mutual Information and Structure Prediction." (To appear) Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI 2020). (Oral Presentation). February, 2020.
Jiaxiang Ren, Yang Zhou, Ruoming Jin, Zijie Zhang, Dejing Dou, and Pengwei Wang 2019. "Adversarial Learning Based Network Alignment with Reinforcement Learning." (To appear) Proceedings of the 19th IEEE International Conference on Data Mining (ICDM 2019). November, 2019.
Qiuhao Lu, Nisansa de Silva, Sabin Kafle, Jiazhen Cao, Dejing Dou, Thien Nguyen, Prithviraj Sen, Brent Hailpern, Berthold Reinwald, and Yunyao Li 2019. Learning Electronic Health Records through Hyperbolic Embedding of Medical Ontologies. Proceedings of the 10th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM BCB 2019), pp. 338-346, September, 2019.
Amir Veyseh, Thien Huu Nguyen, and Dejing Dou 2019c. Rumor Detection in Social Networks via Deep Contextual Modeling. (To appear) Proceedings of the 2019 IEEE/ACM International Conference on Social Networks Analysis and Mining (ASONAM 2019). August, 2019.
Xiao Zhang, Ji Wu, and Dejing Dou 2019. Delta Embedding Learning. (To appear) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019) (short paper), July/August, 2019.
NSF Center for Big Learning
