Vietnamese AI Pioneer Wins $600K Prize to Develop Self-Correcting AI
A Breakthrough in AI Research
A Vietnamese-born computer scientist at Washington State University has made significant strides in the field of artificial intelligence, earning the U.S. National Science Foundation's prestigious CAREER Award. This award, known as the Faculty Early Career Development Program, provides approximately $600,000 in funding over five years and is regarded as the NSF's most esteemed grant for early-career academics.
Hoang Trong Nghia, a 39-year-old tenure-track assistant professor at WSU, leads an artificial intelligence research group focused on addressing a critical challenge in AI deployment: enabling systems to recognize their own uncertainties rather than providing confident but potentially incorrect answers. As AI becomes more integrated into areas such as healthcare, finance, and autonomous vehicles, the need for reliable error detection is increasingly vital.
Nghia explained his research focus during an interview with VTC News. "One of my central research directions is developing AI systems capable of estimating uncertainty in their predictions, so they not only deliver results but also understand when those results may be inaccurate," he said. "This is crucial for AI to be safely deployed in fields such as healthcare and autonomous systems."
A Rising Star in AI
Hoang Trong Nghia, a computer scientist at Washington State University. Photo courtesy of Hoang Trong Nghia
The news of Nghia’s achievement was shared with Vietnamese media by Tran Nam Dung, a mathematician and deputy principal at the High School for the Gifted under Vietnam National University-Ho Chi Minh City, where Nghia studied as a teenager. Tran shared an email from Partha Pratim Pande, dean of WSU's Voiland College of Engineering and Architecture, announcing the award. Pande previously served as director of WSU's School of Electrical Engineering and Computer Science from 2016 to 2024 before being appointed dean of the engineering college in April 2025.
"In a context where AI is reshaping the world, a young scientist of Vietnamese origin winning this award in AI and machine learning carries special significance," Tran told VietNamNet. "It shows that Vietnamese intellect is not standing outside the major currents of global science."
A Journey of Excellence
Born in Hanoi, Nghia attended the High School for the Gifted, one of Vietnam's most prestigious high schools, before completing an honors bachelor's program in information technology at the University of Science under VNU-HCM in 2009. He briefly taught at the University of Information Technology, also part of VNU-HCM, before moving to Singapore for graduate studies.
He earned his PhD in computer science at the National University of Singapore in 2015 under associate professor Kian Hsiang Low. After serving as a research fellow at NUS until 2017, he joined the Massachusetts Institute of Technology as a postdoctoral researcher at the Laboratory for Information and Decision Systems. From 2018 to 2020, he was a research staff member at the MIT-IBM Watson AI Lab in Cambridge, Massachusetts. He then joined Amazon's AWS AI Labs in Santa Clara, California, as a senior research scientist from 2020 to 2022 before returning to academia in 2023 to take up his current position at WSU.
Expanding the Horizons of AI
Beyond uncertainty quantification, Nghia's group works on federated learning, a technique that allows AI models to be trained across distributed data sources without consolidating sensitive data on a central server. This approach is particularly valuable in sectors like healthcare, where privacy and data security are paramount.
Additionally, Nghia's research includes black-box optimization, which addresses complex engineering and scientific problems that cannot be described by closed-form mathematical models. Applications of this work span new materials design, microchip layout, large-scale AI training, and biomedical research, including the prediction of harmful drug interactions.
A Legacy of Innovation
Nghia is the son of Hoang Van Kiem, a leading AI researcher in Vietnam and former chairman of the State Council for Professorship in Information Technology, according to Tuoi Tre. His journey from Hanoi to the forefront of AI research exemplifies the potential of Vietnamese talent on the global stage.
