Dao Quang Huy

Email: huydao98 dot uet at gmail dot com

Email: qh.dao.2023@phdcs.smu.edu.sg

My name is Dao Quang Huy. Currently, I’m a first-year PhD student at School of Computing and Information Systems, Singapore Management University (SCIS - SMU). Prior to my PhD career, I worked as a Research Engineer at Singapore Management University (SMU), under the supervision of Assistant Professor Dr. Liao Lizi . Previously, I joined the 1st Batch of the FPT AI Residency Program and worked with Dr. Dung D. Le who is an Assistant Professor at VinUniversity, Vietnam. In 2021, I earned my Bachelor’s Degree in Information Technology from University of Engineering and Technology, Vietnam National University (UET - VNU). More details can be found in my CV.

My research directions focus on Natural Language Processing, Graph Neural Network. Besides, I’m also interested in emerging research topics such as Task-oriented Dialogue Systems, Conversational Recommendation, and Large Language Models. My research aims to address following problems:

Dialogue Policy Planning under Proactive Dialogue Scenarios.
Retrieval-augmented Generation and Recommendation.

Research Experience

Jan 1, 2024	PhD Student at Singapore Management University.
Sep 11, 2023	Research Engineer at Singapore Management University.
May 14, 2021	AI Resident of 1st Batch of the FPT AI Residency Program
Sep 5, 2017	Undergraduate Student at University of Engineering and Technology (UET)

Academic Awards

Third Prize in The Scientific Research Conference at University of Engineering and Technology (2021)

Second Prize in The Scientific Research Conference at Faculty of Information Technology UET (2021)

Selected Publications

2024

Broadening the View: Demonstration-augmented Prompt Learning for Conversational Recommendation

Huy Dao, Yang Deng, Dung D. Le, and 1 more author

The 47th ACM SIGIR on Research and Development in Information Retrieval (SIGIR)(A*), 2024

2023

Reinforced Target-driven Conversational Promotion

Huy Dao, Lizi Liao, Dung D. Le, and 1 more author

Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP) (A*), 2023
Document-Level Chemical-Induced Disease Semantic Relation Extraction Using Bidirectional Long Short-Term Memory on Dependency Graph

Quynh-Trang Thi Pham, Huy Dao Quang, Anh Duc Nguyen, and 1 more author

International Journal of Computational Intelligence Systems, 2023

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Improving Items and Contexts Understanding with Descriptive Graph for Conversational Recommendation

Huy Quang Dao, Dung D. Le, and Cuong Chu

Arxiv - Preprint, 2023

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2021

S-NLP at SemEval-2021 task 5: An analysis of dual networks for sequence tagging

Viet Anh Nguyen, Tam Minh Nguyen, Huy Quang Dao, and 1 more author

Proceedings of the 15th international workshop on semantic evaluation (SemEval), 2021

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