Li, Dongyue

1. Graph Neural Networks for Road Safety Modeling: Datasets and Evaluations for Accident Analysis
   2023/10/31 by Nippani, Abhinav, Li, Dongyue, Ju, Haotian +2 · 7 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
2. 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)
3. Improved Regularization and Robustness for Fine-tuning in Neural Networks
   2021/11/08 by Dongyue Li, Li, Dongyue, Hongyang R. Zhang +1 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
4. Identification of Negative Transfers in Multitask Learning Using Surrogate Models
   2023/03/25 by Li, Dongyue, Nguyen, Huy L., Zhang, Hongyang R. · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Scalable Fine-tuning from Multiple Data Sources: A First-Order Approximation Approach
   2024/09/28 by Li, Dongyue, Zhang, Ziniu, Wang, Lu +1 · 5 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Generalization in Graph Neural Networks: Improved PAC-Bayesian Bounds on Graph Diffusion
   2023/02/09 by Haotian Ju, Ju, Haotian, Dongyue Li +5 · 2 citations
   Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #Machine Learning and ELM
7. Optimal Intervention on Weighted Networks via Edge Centrality
   2023/03/16 by Dongyue Li, Tina Eliassi‐Rad, Li, Dongyue +3 · 1 citation
   Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #Cooperative Communication and Network Coding #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Opportunistic and Delay-Tolerant Networks #Optimization and Control (math.OC) #Social and Information Networks (cs.SI)
8. Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets
   2025/05/28 by Dongyue Li, Li, Dongyue, Ziniu Zhang +5 · 5 citations
   Computer Science · #Topic Modeling #Machine Learning and Data Classification #Natural Language Processing Techniques
9. LEIA discovery of the longest-lasting and most energetic stellar X-ray flare ever detected
   2024/10/23 by Xuan Mao, He‐Yang Liu, Mao, Xuan +83 · 1 citation
   Physics and Astronomy · #Solar and Space Plasma Dynamics