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GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data

Nan TANG, Yuyu LUO

coreset selection, data-centric AI, machine learning; data cleaning

Handling Missing Data via Max-Entropy Regularized Graph Autoencoder

Jia LI, Fugee TSUNG

ML: Graph-based Machine Learning

Hierarchical graph learning for protein–protein interaction

Jia LI

HIGH-PPI, Protein-Protein Interactions

Human Mobility Modeling during the COVID-19 Pandemic via Deep Graph Diffusion Infomax

Jia LI, Fugee TSUNG

Deep Graph Diffusion Infomax, Non-Pharmaceutical Interventions

Hyper-Parameter Optimization

Zeyi WEN

Hyper-parameter Optimization, Machine Learning, Resource Efficiency

Improving Generalization in Equivariant Graph Neural Networks with Physical Inductive Biases

Jia LI, Fugee TSUNG

Equivariant Graph Neural Network, Graph Neural Network

Just-In-Time Routing Planning

Lei LI, Xiaofang ZHOU

Continuous, Diversified, Dynamic, Graph, Route Planning, Transportation

Knowledge Graph Completion with Counterfactual Augmentation

Jia LI

causal inference, graph augmentation, graph neural networks, knowledge graph completion

Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with Characters

Jia LI

Dataset, Personalized Dialogue Systems

Large Scale Macrosopic Traffic Simulation for Routing Management

Lei LI, Xiaofang ZHOU

Graph, Traffic Prediction, Traffic Simulation, Trajectory, Transportation

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