Li, Dongyue

11 publications

TMLR 2024 Learning Tree-Structured Composition of Data Augmentation Dongyue Li, Kailai Chen, Predrag Radivojac, Hongyang R. Zhang

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

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

NeurIPSW 2023 Approximate Clustering for Extracting Task Relationships in Multi-Instruction Tuning Dongyue Li, Jinhong Yu, Hongyang R. Zhang

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

TMLR 2023 Identification of Negative Transfers in Multitask Learning Using Surrogate Models Dongyue Li, Huy Nguyen, Hongyang Ryan 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

NeurIPSW 2022 Task Modeling: Approximating Multitask Predictions for Cross-Task Transfer Dongyue Li, Huy Nguyen, Hongyang Ryan Zhang

NeurIPS 2021 Improved Regularization and Robustness for Fine-Tuning in Neural Networks Dongyue Li, Hongyang Zhang