معرفی
Dongkuan Xu is an Assistant Professor in the Department of Computer Science at North Carolina State University, leading the Generative Intelligent Computing (GIC) Lab. His research spans Artificial Intelligence, focusing on scalable, efficient, and reliable AI systems for large language models, diffusion models, and generative frameworks.
Education
- Ph.D. in Computer Science, Pennsylvania State University (2022)
- M.S. in Optimization and Data Mining, University of Chinese Academy of Sciences (2017)
- B.E. in Information Management and System, Renmin University of China (2014)
His research explores test-time adaptation, computational efficiency, and trustworthy AI through uncertainty-aware learning and robust generalization. Applications include Education, Robotics, Agriculture, Networking, and Healthcare. Recent work emphasizes hardware-algorithm co-design and domain-specific AI platforms like Synthora and Gentopia.
His publications from 2024–2025 highlight advancements in Vision Transformers, Diffusion Models, Edge Computing, and Trustworthy AI, with grants from NVIDIA, Microsoft, and the National Science Foundation. Awards include the AAAI Best Demonstration Award (2025), NVIDIA Academic Grant (2025), and the Carla Savage Award (2024).
He actively mentors undergraduate researchers and co-chairs workshops at top venues like DAC, CVPR, and KDD, aiming to democratize AI access and enhance its reliability across real-world domains.
