graph representation

TopoGCL: Topological Graph Contrastive Learning AAAI 2024 Towards Foundation Models for Knowledge Graph Reasoning ICLR 2024 UKnow: A Unified Knowledge Protocol with Multimodal Knowledge Graph Datasets for Reasoning and Vision-Language Pre-Training NeurIPS 2024 Universal Feature-based Morphological Trees COLING 2024 VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs ICLR 2024 What Matters in Graph Class Incremental Learning? An Information Preservation Perspective NeurIPS 2024 A Complete Expressiveness Hierarchy for Subgraph GNNs via Subgraph Weisfeiler-Lehman Tests ICML 2023 A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability NeurIPS 2023 A Generalization of ViT/MLP-Mixer to Graphs ICML 2023 AIO-P: Expanding Neural Performance Predictors beyond Image Classification AAAI 2023 All in a Row: Compressed Convolution Networks for Graphs ICML 2023 Asymptotics of Network Embeddings Learned via Subsampling JMLR 2023 Automatic Dialog Flow Extraction and Guidance EACL 2023 BASiS: Batch Aligned Spectral Embedding Space CVPR 2023 Benchmarking Graph Neural Networks JMLR 2023 Biomedical Document Classification with Literature Graph Representations of Bibliographies and Entities ACL 2023 CADParser: A Learning Approach of Sequence Modeling for B-Rep CAD IJCAI 2023 Chasing All-Round Graph Representation Robustness: Model, Training, and Optimization ICLR 2023 Commonsense Knowledge Graph Completion Via Contrastive Pretraining and Node Clustering ACL 2023 Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs ACL 2023 Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks? EMNLP 2023 CSGCL: Community-Strength-Enhanced Graph Contrastive Learning IJCAI 2023 Does Invariant Graph Learning via Environment Augmentation Learn Invariance? NeurIPS 2023 ESSEN: Improving Evolution State Estimation for Temporal Networks using Von Neumann Entropy NeurIPS 2023 Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking NeurIPS 2023