Papers

2025

(*Equal Contribution) Yanfu Yan*, Viet Duong*, Huajie Shao, and Denys Poshyvanyk. Towards More Trustworthy Deep Code Models by Enabling Out-of-Distribution Detection. International Conference on Software Engineering (ICSE), 2025.

Zhengyi Zhou, Venson Shaw, Qiong Wu, WenLing Hsu, Guy Jacobson, Huajie Shao, and Viet Duong. Anomaly Detection Based on Multi-Modal Data Analysis. U.S. Patent Application US20250132970A1 (Assigned to AT&T Intellectual Property I, L.P. and William & Mary), 2025.

2024

(Best Paper Award) Viet Duong, Qiong Wu, Zhengyi Zhou, Hongjue Zhao, Chenxiang Luo, Eric Zavesky, Huaxiu Yao, and Huajie Shao. CAT: Interpretable Concept-based Taylor Additive Models. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2024.

Viet Duong, Qiong Wu, Zhengyi Zhou, Eric Zavesky, Jiahe Chen, Xiangzhou Liu, Wen-Ling Hsu, and Huajie Shao. General-Purpose Multi-Modal OOD Detection Framework. Transactions on Machine Learning Research (TMLR), 2024.

Gene Louis Kim, Mandar Juvekar, Junis Ekmekciu, Viet Duong, and Lenhart Schubert. Monotonic Inference with Unscoped Episodic Logical Forms: From Principles to System. Journal of Logic, Language and Information 33, 2024.

2022

Hanjia Lyu, Junda Wang, Wei Wu, Viet Duong, Xiyang Zhang, Timothy D. Dye, and Jiebo Luo. Social media study of public opinions on potential COVID-19 vaccines: informing dissent, disparities, and dissemination. Intelligent Medicine 2, 2022.

2021

Gene Kim, Viet Duong, Xin Lu, and Lenhart Schubert. A Transition-based Parser for Unscoped Episodic Logical Forms. International Conference on Computational Semantics (IWCS), 2021.

Gene Kim, Mandar Juvekar, Junis Ekmekciu, Viet Duong, and Lenhart Schubert. A (Mostly) Symbolic System for Monotonic Inference with Unscoped Episodic Logical Forms. Workshops on Natural Logic Meets Machine Learning (NALOMA), 2021.

2020

Viet Duong, Phu Pham, Tongyu Yang, Yu Wang, and Jiebo Luo. The Ivory Tower Lost: How College Students Respond Differently than the General Public to the COVID-19 Pandemic. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2020.

2019

Gene Kim, Benjamin Kane, Viet Duong, Muskaan Mendiratta, Graeme McGuire, Sophie Sackstein, Georgiy Platonov, and Lenhart Schubert. Generating discourse inferences from unscoped episodic logical formulas. International Workshop on Designing Meaning Representations (DMR), 2019.