Graph Theory

Graphein - a Python Library for Geometric Deep Learning and Network Analysis on Biomolecular Structures and Interaction Networks NeurIPS 2022 Graphical Representations for Algebraic Constraints of Linear Structural Equations Models PGM 2022 Graph Reordering for Cache-Efficient Near Neighbor Search NeurIPS 2022 Graph Scattering beyond Wavelet Shackles NeurIPS 2022 Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot Filling EMNLP 2022 HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting AAAI 2022 Hamilton-Jacobi equations on graphs with applications to semi-supervised learning and data depth JMLR 2022 HashNWalk: Hash and Random Walk Based Anomaly Detection in Hyperedge Streams IJCAI 2022 HEA-D: A Hybrid Evolutionary Algorithm for Diversified Top-k Weight Clique Search Problem IJCAI 2022 Hedonic Diversity Games: A Complexity Picture with More than Two Colors AAAI 2022 Hierarchical Clustering in Graph Streams: Single-Pass Algorithms and Space Lower Bounds COLT 2022 How Powerful are Spectral Graph Neural Networks ICML 2022 Hypergraph Modeling via Spectral Embedding Connection: Hypergraph Cut, Weighted Kernel k-Means, and Heat Kernel AAAI 2022 Iterative Structural Inference of Directed Graphs NeurIPS 2022 Joint Estimation and Inference for Data Integration Problems based on Multiple Multi-layered Gaussian Graphical Models JMLR 2022 Joint Inference of Multiple Graphs from Matrix Polynomials JMLR 2022 Kernelized multi-graph matching ACML 2022 Laplacian Constrained Precision Matrix Estimation: Existence and High Dimensional Consistency AISTATS 2022 Learning Bayesian Networks in the Presence of Structural Side Information AAAI 2022 Learning Bipartite Graphs: Heavy Tails and Multiple Components NeurIPS 2022 Learning Influence Adoption in Heterogeneous Networks AAAI 2022 Learning linear non-Gaussian directed acyclic graph with diverging number of nodes JMLR 2022 Learning the Structure of Large Networked Systems Obeying Conservation Laws NeurIPS 2022 LeSICiN: A Heterogeneous Graph-Based Approach for Automatic Legal Statute Identification from Indian Legal Documents AAAI 2022 Mappings for Marginal Probabilities with Applications to Models in Statistical Physics JMLR 2022