file:第四次课.zip file:Neural Message Passing for Quantum Chemistry.pdf file:Geometric Deep Learning- Going beyond Euclidean data.pdf file:Deep Learning on Graphs- A Survey.pdf file:Computational Capabilities of Graph Neural Networks(1).pdf file:A Comprehensive Survey on Graph Neural Networks.pdf file:The Graph Neural Network Model.pdf file:Relational Inductive Biases, Deep Learning, and Graph Networks.pdf file:Graph Neural Networks：A Review of Methods and Applications.pdf file:Neural networks for relational learning- an experimental comparison.pdf file:Learning Steady-States of Iterative Algorithms over Graphs.pdf file:Knowledge-Guided Recurrent Neural Network Learning for Task-Oriented Action Prediction.pdf file:Hierarchical Graph Representation Learning with Differentiable Pooling.pdf file:Graphical-Based Learning Environments for Pattern Recognition.pdf file:Covariant Compositional Networks For Learning Graphs.pdf file:Geometric deep learning on graphs and manifolds using mixture model cnns.pdf file:Diffusion-Convolutional Neural Networks.pdf file:Deriving Neural Architectures from Sequence and Graph Kernels.pdf file:Deep Sets.pdf file:Contextual Graph Markov Model- A Deep and Generative Approach to Graph Processing.pdf file:CelebrityNet- A Social Network Constructed from Large-Scale Online Celebrity Images.pdf file:A new model for learning in graph domains.pdf file:Spectral Networks and Locally Connected Networks on Graphs.pdf file:Mean-field theory of graph neural networks in graph partitioning.pdf file:Graph Partition Neural Networks for Semi-Supervised Classification.pdf file:Graph Neural Networks for Ranking Web Pages.pdf file:Recurrent Relational Networks.pdf file:N-ary relation extraction using graph state LSTM.pdf file:Jointly Multiple Events Extraction via Attention-based Graph.pdf file:Graph Convolutional Networks with Argument-Aware Pooling for Event Detection.pdf file:Graph Convolutional Encoders for Syntax-aware Neural Machine Translation.pdf file:Graph Convolution over Pruned Dependency Trees Improves Relation Extraction.pdf file:Exploring Graph-structured Passage Representation for Multi-hop Reading Comprehension with Graph Neural Networks..pdf file:Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks.pdf file:End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures.pdf file:Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling.pdf file:Visual Interaction Networks- Learning a Physics Simulator from Vide.o.pdf file:VAIN- Attentional Multi-agent Predictive Modeling.pdf file:Understanding Kin Relationships in a Photo.pdf file:Translating Embeddings for Modeling Multi-relational Data.pdf file:Traffic Graph Convolutional Recurrent Neural Network- A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting.pdf file:Symbolic Graph Reasoning Meets Convolutions.pdf file:Structured Dialogue Policy with Graph Neural Networks.pdf file:Spatio-Temporal Graph Convolutional Networks- A Deep Learning Framework for Traffic Forecasting.pdf file:Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition.pdf file:Semi-supervised User Geolocation via Graph Convolutional Networks.pdf