Ju, Haotian

5 publications

TMLR 2024 Noise Stability Optimization for Finding Flat Minima: A Hessian-Based Regularization Approach Hongyang R. Zhang, Dongyue Li, Haotian Ju

AISTATS 2023 Generalization in Graph Neural Networks: Improved PAC-Bayesian Bounds on Graph Diffusion Haotian Ju, Dongyue Li, Aneesh Sharma, Hongyang R. Zhang

NeurIPS 2023 Graph Neural Networks for Road Safety Modeling: Datasets and Evaluations for Accident Analysis Abhinav Nippani, Dongyue Li, Haotian Ju, Haris Koutsopoulos, Hongyang Zhang

NeurIPSW 2023 Noise Stability Optimization for Flat Minima with Tight Rates Haotian Ju, Dongyue Li, Hongyang R. Zhang

ICML 2022 Robust Fine-Tuning of Deep Neural Networks with Hessian-Based Generalization Guarantees Haotian Ju, Dongyue Li, Hongyang R Zhang