top of page



IDEA Faculty and Student Attended IEEE CISOSE 2025 in Tucson, Arizona
IDEA lab faculty Dr. Haihua Chen, Dr. Junhua Ding, and TAMS student Serene Wang attended IEEE International Congress on Intelligent and...
Haihua Chen
Jul 272 min read


Utilizing AI/ML to Enhance Public Engagement with Large-scale and Multi-modal GLAM Collections
GLAM institutions serve as vital cultural and educational repositories, safeguarding humanity’s artistic, historical, and intellectual...
Haihua Chen
Jul 192 min read


Automatic Review Generation and Quality Improvement for Scientific Papers using Large Language Models
The explosive growth of scientific publications, particularly in fields like artificial intelligence and machine learning, has placed...
Haihua Chen
Jul 172 min read


Quality-aware Multi-source Data Fusion and Enhancement for Medical Concept Normalization using Large Language Models
Medical concept normalization (MCN), also commonly termed medical entity normalization (MEN), or biomedical named entity normalization...
Haihua Chen
Jul 172 min read


Multi-modal, Multi-source Data Quality Models, Enhancement Mechanisms, and Quality-Aware Data Transformation for The Next-Generation Connected and Autonomous Vehicles (CAVs)
Figure 1. Multi-source and multi-modal data in CAV Multi-modal, multi-source data in connected and autonomous vehicles (CAVs) refers to...
Haihua Chen
Jul 171 min read


Three Projects were Presented at the 2025 Doswell Health Informatics Conference
Texas Woman’s University hosted the 2025 Doswell Health Informatics Conference , gathering clinicians, researchers, and educators under...
Zhou Yuhan
Apr 251 min read


IDEA Faculty and Student Attended ASIS&T 2024 in Calgary, Canada
IDEA lab faculty Dr. Haihua Chen and master student Komala Subramanyam Cherukuri attended the 87th Annual Meeting of the Association for...
Zhou Yuhan
Oct 31, 20242 min read


Our Paper Won an Award at the SCC/MLA Conference 2024
Our paper “ Evaluating ChatGPT-based Data Augmentation for Medical Concept Normalization ” by Dr. Haihua Chen, Ruochi Li, Dr. Ana...
Zhou Yuhan
Oct 15, 20241 min read


Evaluating and Improving Text Summarization using Large Language Models
Figure 1. A framework for LLM reflective summarization through self-evaluation Text summarization is the process of producing a concise...
Zhou Yuhan
Oct 5, 20241 min read


Building a High-quality and Data-driven Legal Intelligent System
In the last decades, traditional information sources have largely been replaced by their digital counterparts, legal information users...
Zhou Yuhan
Oct 5, 20242 min read


Data Quality Evaluation and Improvement for Machine Learning
Figure 1. Quality requirements mapping to applications Machine learning (ML) has drawn great attention from academics as well as...
Zhou Yuhan
Oct 5, 20242 min read


IDEA Lab Faculty and Students Attended UNT University Research Day 2024
Posters of Ph.D. student Fengjiao Tu, Master student Komala Subramanyam Cherukuri, and Master student Aisa Sakata were selected to...
Zhou Yuhan
Oct 4, 20241 min read


Innovation Detection and Analysis for Interdisciplinary Research
The increasingly mature artificial intelligence technologies, such as big data, deep learning, and natural language processing, provide...
Zhou Yuhan
Sep 27, 20242 min read


IDEA Lab Attended the Day of Health Informatics and Data Science
Faculties and students in the IDEA Lab attended the Day of Health Informatics and Data Science at UNT Frisco Landing. The following...
Zhou Yuhan
Sep 20, 20241 min read


Lab Faculty and Student Attended IEEE International CISOSE 2024
Our lab faculty and student attended the IEEE International Congress on Intelligent and Service-Oriented Systems Engineering (CISOSE)...
Zhou Yuhan
Jul 20, 20241 min read


Celebrating Kaushal's Graduation
Our team had dinner at Oriental Garden Restaurant to celebrate Kaushal's graduation. Kaushal is the first graduate from our team....
Zhou Yuhan
May 31, 20241 min read


Our Lab Attended MOST 2024
Our faculty and students attended The IEEE International Conference on Mobility: Operations, Services, and Technologies (MOST) 2024.
Zhou Yuhan
May 5, 20241 min read


Celebrating 2023 Fall Semester
At the end of this semester, we held a party to celebrate with faculty and students.
Zhou Yuhan
Dec 20, 20231 min read
bottom of page