There has been a rising trend of applying Deep Learning, or AI, to solve Human-Computer Interaction problems. And it's awesome to see what problems HCI researchers are solving with deep learning and what challenges might emerge when designing AI-infused interfaces! Therefore, we curated the list to include research papers, ranging from high-level design guidelines for human-AI interaction to system papers utilizing deep learning, and courses from universities worldwide.