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Graph Theory

1375 directly classified papers

Papers per year

Papers

Truncated Matrix Power Iteration for Differentiable DAG Learning NIPS 2022
Learning the Structure of Large Networked Systems Obeying Conservation Laws NIPS 2022
Estimating graphical models for count data with applications to single-cell gene network NIPS 2022
Causal Inference with Non-IID Data using Linear Graphical Models NIPS 2022
Graph Scattering beyond Wavelet Shackles NIPS 2022
DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization NIPS 2022
Iterative Structural Inference of Directed Graphs NIPS 2022
Parameterized Algorithms for Kidney Exchange IJCAI 2022
An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries NIPS 2022
HashNWalk: Hash and Random Walk Based Anomaly Detection in Hyperedge Streams IJCAI 2022
Placing Green Bridges Optimally, with Habitats Inducing Cycles IJCAI 2022
ComENet: Towards Complete and Efficient Message Passing for 3D Molecular Graphs NIPS 2022
CGLB: Benchmark Tasks for Continual Graph Learning NIPS 2022
Learning Bayesian Networks in the Presence of Structural Side Information AAAI 2022
The Complexity of Envy-Free Graph Cutting IJCAI 2022
Community Recovery in the Degree-Heterogeneous Stochastic Block Model COLT 2022
A Study on the Ramanujan Graph Property of Winning Lottery Tickets ICML 2022
Graph-combined Coreference Resolution Methods on Conversational Machine Reading Comprehension with Pre-trained Language Model ACL 2022
BScNets: Block Simplicial Complex Neural Networks AAAI 2022
How Powerful are Spectral Graph Neural Networks ICML 2022
Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot Filling EMNLP 2022
GHAN: Graph-Based Hierarchical Aggregation Network for Text-Video Retrieval EMNLP 2022
SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators ICML 2022
Understanding Doubly Stochastic Clustering ICML 2022
On the Discrimination Risk of Mean Aggregation Feature Imputation in Graphs NIPS 2022