Dongyue Li
7 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (21)
π₯
Unstoppable
(5)
Conferences
EMNLP (2)
NIPS (2)
ACL (1)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
transfer learning
(4)
graph neural network
(2)
generalization bound
(2)
in-context learning
(1)
multitask learning
(1)
gradient estimation
(1)
label noise
(1)
pac-bayesian analysis
(1)
subset selection
(1)
graph diffusion
(1)
ensemble method
(1)
generalization guarantee
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
parameter efficient fine-tuning
(1)
model ensemble
(1)
noisy label
(1)
multi-dataset training
(1)
pac-bayesian theory
(1)
Papers
Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation
EMNLP 2025
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets
ACL 2025
Scalable Fine-tuning from Multiple Data Sources: A First-Order Approximation Approach
EMNLP 2024
Generalization in Graph Neural Networks: Improved PAC-Bayesian Bounds on Graph Diffusion
AISTATS 2023
Graph Neural Networks for Road Safety Modeling: Datasets and Evaluations for Accident Analysis
NIPS 2023
Robust Fine-Tuning of Deep Neural Networks with Hessian-based Generalization Guarantees
ICML 2022
Improved Regularization and Robustness for Fine-tuning in Neural Networks
NIPS 2021