Xiaohui Xie

Professor of Computer Science

Bren School of Information and Computer Sciences
University of California, Irvine

🎯 Short Bio

Xiaohui Xie is a full professor in the Department of Computer Science at UC Irvine, where he has been since 2007. He received his PhD from MIT, and completed his postdoctoral training at the Broad Institute of MIT and Harvard University.

He is passionate about AI/machine learning, neural networks, deep learning, and AI4Science. He lives in Irvine, California.

🔬 Research Interests

🤖 AI & Machine Learning

Development of advanced algorithms for neural network training, efficient model distillation, and fine-tuning strategies to improve adaptability and scalability of AI systems.

👁️ Computer Vision

Methodologies for image registration and segmentation, human pose estimation, 3D vision, and generative modeling for image and video analysis and synthesis.

🧬 AI for Science

Application of deep learning to computational genomics and biomedical challenges, including modeling of noncoding DNA/RNA sequences, gene expression regulation, RNA secondary structure, single-cell and spatial transcriptomics, and protein language models for molecular and structural biology.

📚 Research & Publications

Our research spans cutting-edge topics in AI/ML, Computer Vision, and AI for Science. Explore our latest publications, ongoing projects, and open-source contributions through the links below.