Tz-Ying (Gina) Wu is an AI research scientist at Intel Labs, working on video and multi-modal contextual learning. She received her Ph.D. from University of California San Diego (UCSD), advised by Prof. Nuno Vasconcelos in the Statistical Visual Computing Lab. Her Ph.D. research focused on long-tail recognition with realistic and evolving models, aiming to generate reliable predictions and adapt to continually changing distributions. Prior to that, she received her B.S. and M.S. from National Tsing Hua University (NTHU), where she worked with Prof. Min Sun on multi-modal video-sensor fusion in the Vision Science Lab. Tz-Ying has been actively involved in the computer vision community, with several publications in top-tier venues (e.g., CVPR/ECCV/ICCV/NeurIPS) and 100+ review experiences for top-tier conferences, workshops, and journals.