Abstract Traditional robust methods in multi-agent reinforcement learning (MARL) often struggle against coordinated adversarial attacks in cooperative scenarios. To address this limitation, we propose the Wolfpack Adversarial Attack framewo... Read More
The ability to predict the feasibility of manufacturing parts significantly enhances production efficiency and reduces costs in the manufacturing industry. Leveraging this technology, the laboratory of the Department of Industrial Engineeri... Read More
Abstract Nuclear microreactors (MRs) have attracted significant attention for their versatility in installation locations, especially with the growing demand for sustainable green energy in large data processing facilities. However, ensurin... Read More
Professor Saerom Park and her team in the Safe and Trustworthy AI (Safe AI) Lab within the Department of Industrial Engineering at UNIST have achieved a remarkable feat by securing the first-place position in the ‘CNN Interpretability... Read More
Abstract Irregular sampling intervals and missing values in real-world time series data present challenges for conventional methods that assume consistent intervals and complete data. Neural Ordinary Differential Equations (Neural ODEs) off... Read More
Abstract Human affects such as emotions, moods, feelings are increasingly being considered as key parameter to enhance the interaction of human with diverse machines and systems. However, their intrinsically abstract and ambiguous nature ma... Read More
A research team, led by Professor Sungryul Baek from the Graduate School of Artificial Intelligence at UNIST has achieved remarkable success at the ‘ICCV 2023 Workshop on Observing and Understanding Hands in Action (HANDS),’ whi... Read More
UNIST has joined hands with the Korea Water Forum (KWF) and the National Institute of Environmental Research (NIER), affiliated with the Ministry of Environment to solve global environmental challenges with the use of data science and AI. A... Read More
Seonyoung Park, who completed her Ph.D. in the School of Urban and Environmental Engineering at UNIST, has recently been appointed as an Assistant Professor in the Department of Artificial Intelligence Applications at Makers College, Seoul... Read More
Woongki Baek, Professor in the Department of Computer Science and Engineering at UNIST has been selected as a recipient of Most Influential PLDI Paper Award at the 41st ACM SIGPLAN Conference on Programming Language Design and Implementatio... Read More
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