Qinghua Tao

multi-agents · multimodality in LLMs · attention in transformers · optimization of deep neural networks · kernel methods · primal-dual representation · kernel PCA · SVD · CCA · adversarial robustness · label noise · out-of-distribution detection · general machine learning · piecewise linear neural networks