Tianyi Zhou

LLMs · multi-modal agent · personalization and controllability of generative AI · multi-modality models · vision-language models · multi-objective optimization · continual learning · interpretable AI · self-supervised learning · reinforcement learning · federated learning · meta-learning · curriculum learning · mixture-of-experts · NLP · attention mechanism · submodular optimization · combinatorial optimization · spectral method · dimension reduction · matrix factorization · sparse learning · compressed sensing · multi-label learning · multi-task learning