Graph Neural Networks

Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology ICML 2022 Using Graph-Based Methods to Augment Online Dictionaries of Endangered Languages ACL 2022 Vision GNN: An Image is Worth Graph of Nodes NeurIPS 2022 Weisfeiler and Leman Go Walking: Random Walk Kernels Revisited NeurIPS 2022 Why Propagate Alone? Parallel Use of Labels and Features on Graphs ICLR 2022 5* Knowledge Graph Embeddings with Projective Transformations AAAI 2021 A Collective Learning Framework to Boost GNN Expressiveness for Node Classification ICML 2021 Adaptive Diffusion in Graph Neural Networks NeurIPS 2021 Adversarial Directed Graph Embedding AAAI 2021 A Graph-based Relevance Matching Model for Ad-hoc Retrieval AAAI 2021 A Hyperbolic-to-Hyperbolic Graph Convolutional Network CVPR 2021 Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective ICLR 2021 An Empirical Study on Leveraging Position Embeddings for Target-oriented Opinion Words Extraction EMNLP 2021 A Neural Graph-based Local Coherence Model EMNLP 2021 A Semantic Filter Based on Relations for Knowledge Graph Completion EMNLP 2021 A Unified Framework for Spectral Clustering in Sparse Graphs JMLR 2021 BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation NeurIPS 2021 Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge EMNLP 2021 Beyond Low-frequency Information in Graph Convolutional Networks AAAI 2021 Bi-GCN: Binary Graph Convolutional Network CVPR 2021 Binary Graph Neural Networks CVPR 2021 BRepNet: A Topological Message Passing System for Solid Models CVPR 2021 Building the Directed Semantic Graph for Coherent Long Text Generation EMNLP 2021 Business Entity Matching with Siamese Graph Convolutional Networks AAAI 2021 Classifying Dyads for Militarized Conflict Analysis EMNLP 2021