Haotian Ju

1. Robust Fine-Tuning of Deep Neural Networks with Hessian-based Generalization Guarantees
   2022/06/06 by Haotian Ju, Ju, Haotian, Dongyue Li +3 · 5 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Statistics Theory (math.ST)
2. Generalization in Graph Neural Networks: Improved PAC-Bayesian Bounds on Graph Diffusion
   2023/02/09 by Haotian Ju, Dongyue Li, Ju, Haotian +5 · 2 citations
   Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #Machine Learning and ELM