Namyong Park
11 papers · 2023–2026 · 8 venues · across top CS/AI venues
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Achievements
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Artificial Intelligence
(8)
Deep Learning
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Machine Learning
(5)
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(5)
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(3)
Computer Vision
(2)
Natural Language Processing
(2)
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(2)
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(2)
Models
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
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(1)
Keywords
large language model
(4)
graph neural network
(3)
model selection
(2)
link prediction
(2)
benchmark evaluation
(1)
few-shot learning
(1)
active learning
(1)
denoising
(1)
anomaly detection
(1)
feature extraction
(1)
local learning
(1)
hyperparameter optimization
(1)
style transfer
(1)
graph learning
(1)
code generation
(1)
domain adaptation
(1)
token selection
(1)
graph generation
(1)
graph analysis
(1)
zero-shot learning
(1)
Papers
A Survey on LLM-based Conversational User Simulation
EACL 2026
A Large-scale Training Paradigm for Graph Generative Models
ICLR 2025
Demystifying the Power of Large Language Models in Graph Generation
NAACL 2025
From Selection to Generation: A Survey of LLM-based Active Learning
ACL 2025
GUI Agents: A Survey
ACL 2025
Editing Partially Observable Networks via Graph Diffusion Models
ICML 2024
Forward Learning of Graph Neural Networks
ICLR 2024
Memory-Efficient Fine-Tuning of Transformers via Token Selection
EMNLP 2024
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection
NeurIPS 2023
MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning
ICLR 2023
TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs
AAAI 2023