Graph Neural Networks

Attention-based Relational Graph Convolutional Network for Target-Oriented Opinion Words Extraction EACL 2021 A Unified Lottery Ticket Hypothesis for Graph Neural Networks ICML 2021 A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents NAACL 2021 Autobahn: Automorphism-based Graph Neural Nets NeurIPS 2021 AutoGEL: An Automated Graph Neural Network with Explicit Link Information NeurIPS 2021 Auto Graph Encoder-Decoder for Neural Network Pruning ICCV 2021 Automatic Symmetry Discovery with Lie Algebra Convolutional Network NeurIPS 2021 Automorphic Equivalence-aware Graph Neural Network NeurIPS 2021 BASS: Boosting Abstractive Summarization with Unified Semantic Graph ACL 2021 Bayesian Deep Graph Matching for Correspondence Identification in Collaborative Perception RSS 2021 Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration NeurIPS 2021 Beltrami Flow and Neural Diffusion on Graphs NeurIPS 2021 BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation NeurIPS 2021 BERT4GCN: Using BERT Intermediate Layers to Augment GCN for Aspect-based Sentiment Classification EMNLP 2021 Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge EMNLP 2021 Better Feature Integration for Named Entity Recognition NAACL 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 Bipartite Graph Network With Adaptive Message Passing for Unbiased Scene Graph Generation CVPR 2021 Blocking-based Neighbor Sampling for Large-scale Graph Neural Networks IJCAI 2021 Boost then Convolve: Gradient Boosting Meets Graph Neural Networks ICLR 2021 Breadth First Reasoning Graph for Multi-hop Question Answering NAACL 2021 Breaking the Limits of Message Passing Graph Neural Networks ICML 2021 BRepNet: A Topological Message Passing System for Solid Models CVPR 2021