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Graph Theory

1375 directly classified papers

Papers per year

Papers

Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks NIPS 2022
BScNets: Block Simplicial Complex Neural Networks AAAI 2022
Causal Inference with Non-IID Data using Linear Graphical Models NIPS 2022
Learning the Structure of Large Networked Systems Obeying Conservation Laws NIPS 2022
An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries NIPS 2022
CGLB: Benchmark Tasks for Continual Graph Learning NIPS 2022
Truncated Matrix Power Iteration for Differentiable DAG Learning NIPS 2022
SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators ICML 2022
Iterative Structural Inference of Directed Graphs NIPS 2022
Estimating graphical models for count data with applications to single-cell gene network NIPS 2022
Classification-Then-Grounding: Reformulating Video Scene Graphs As Temporal Bipartite Graphs CVPR 2022
Bayesian spillover graphs for dynamic networks UAI 2022
Understanding Doubly Stochastic Clustering ICML 2022
Graph Reordering for Cache-Efficient Near Neighbor Search NIPS 2022
GHAN: Graph-Based Hierarchical Aggregation Network for Text-Video Retrieval EMNLP 2022
A Hierarchical Transitive-Aligned Graph Kernel for Un-attributed Graphs ICML 2022
Modeling Transitivity and Cyclicity in Directed Graphs via Binary Code Box Embeddings NIPS 2022
Structure-Unified M-Tree Coding Solver for Math Word Problem EMNLP 2022
Joint Estimation and Inference for Data Integration Problems based on Multiple Multi-layered Gaussian Graphical Models JMLR 2022
Fair Disaster Containment via Graph-Cut Problems AISTATS 2022
Differential Network Analysis NSDI 2022
$\ell_∞$-Bounds of the MLE in the BTL Model under General Comparison Graphs UAI 2022
Graph-combined Coreference Resolution Methods on Conversational Machine Reading Comprehension with Pre-trained Language Model ACL 2022
Kernelized multi-graph matching ACML 2022
Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot Filling EMNLP 2022