graph representation

Random Walk Conformer: Learning Graph Representation from Long and Short Range AAAI 2023 Relation-aware Ensemble Learning for Knowledge Graph Embedding EMNLP 2023 Robust Causal Graph Representation Learning against Confounding Effects AAAI 2023 Robust Graph Dictionary Learning ICLR 2023 Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure Analysis AAAI 2023 SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations NeurIPS 2023 Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search ICML 2023 Singular Value Representation: A New Graph Perspective On Neural Networks AISTATS 2023 Spacetime Representation Learning ICLR 2023 Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation ICML 2023 Specformer: Spectral Graph Neural Networks Meet Transformers ICLR 2023 Spectral Augmentation for Self-Supervised Learning on Graphs ICLR 2023 Spectral Augmentations for Graph Contrastive Learning AISTATS 2023 Structure of Nonlinear Node Embeddings in Stochastic Block Models AISTATS 2023 Substructure Aware Graph Neural Networks AAAI 2023 Toward Convex Manifolds: A Geometric Perspective for Deep Graph Clustering of Single-cell RNA-seq Data IJCAI 2023 Towards Self-Interpretable Graph-Level Anomaly Detection NeurIPS 2023 Towards Societal Impact of AI AAAI 2023 Two-step Text Summarization for Long-form Biographical Narrative Genre ACL 2023 When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis ICML 2023 Wiener Graph Deconvolutional Network Improves Graph Self-Supervised Learning AAAI 2023 AMRTVSumm: AMR-augmented Hierarchical Network for TV Transcript Summarization COLING 2022 Analyzing Data-Centric Properties for Graph Contrastive Learning NeurIPS 2022 Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas ACL 2022 A New Perspective on the Effects of Spectrum in Graph Neural Networks ICML 2022