Graph Neural Networks

Adversarial Example Detection Using Latent Neighborhood Graph ICCV 2021 Adversarial Graph Augmentation to Improve Graph Contrastive Learning NeurIPS 2021 Adversarial Permutation Guided Node Representations for Link Prediction AAAI 2021 A Functional Approach to Rotation Equivariant Non-Linearities for Tensor Field Networks. CVPR 2021 A Graph-Based Neural Model for End-to-End Frame Semantic Parsing EMNLP 2021 A Graph-based Relevance Matching Model for Ad-hoc Retrieval AAAI 2021 A Hyperbolic-to-Hyperbolic Graph Convolutional Network CVPR 2021 A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech ACL 2021 Aligning Actions Across Recipe Graphs EMNLP 2021 Align Voting Behavior with Public Statements for Legislator Representation Learning ACL 2021 AMA-GCN: Adaptive Multi-layer Aggregation Graph Convolutional Network for Disease Prediction IJCAI 2021 Amalgamating Knowledge From Heterogeneous Graph Neural Networks CVPR 2021 A Multi-Task Learning Approach for Human Activity Segmentation and Ergonomics Risk Assessment WACV 2021 An Aligned Subgraph Kernel Based on Discrete-Time Quantum Walk ACML 2021 Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective ICLR 2021 An Edge-Enhanced Hierarchical Graph-to-Tree Network for Math Word Problem Solving EMNLP 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 Novel Framework for Detecting Important Subevents from Crisis Events via Dynamic Semantic Graphs EMNLP 2021 A Novel Sequence-to-Subgraph Framework for Diagnosis Classification IJCAI 2021 Anticipating Future Relations via Graph Growing for Action Prediction AAAI 2021 A PAC-Bayesian Approach to Generalization Bounds for Graph Neural Networks ICLR 2021 Aspect-based Sentiment Analysis with Type-aware Graph Convolutional Networks and Layer Ensemble NAACL 2021 A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues IJCAI 2021 Asynchronous Multi-grained Graph Network For Interpretable Multi-hop Reading Comprehension IJCAI 2021