Pyramid Graph Neural Network: a Graph Sampling and Filtering Approach for Multi-scale Disentangled Representations

A pyramid Graph Neural Network that produces disentangled spectral representation via graph sampling.

GAL-VNE: Solving the VNE Problem with Global Reinforcement Learning and Local One-Shot Neural Prediction

An efficient and effective solver for VNE problem

Graph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form Solution

inductive one-bit matrix completion, graph signal sampling

HMES: A Scalable Human Mobility and Epidemic Simulation System with Fast Intervention Modeling

A simulation system and interface for urban mobility and epidemic propagation, intervation.

Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation

A continuous-time self-attention algorithm by temporal point process with applications on sequential recommendation.

Gated Sequential Recommendation System with Social and Textual Information under Dynamic Contexts

A sequential Recommendation algorithm to combine social and textual imformation.