Yi Gu advances AI across generative modeling and distillation; medical imaging and computational medicine; uncertainty estimation and robust learning; and reinforcement learning for language‑model reasoning. Applications include time‑series forecasting and edge/IoT systems, with interests in network and resource optimization.