Graph Theory

Differential Network Analysis NSDI 2022 DiSC: Differential Spectral Clustering of Features NeurIPS 2022 Disentangling the Computational Complexity of Network Untangling IJCAI 2022 Distributionally Robust Structure Learning for Discrete Pairwise Markov Networks AISTATS 2022 Efficient and passive learning of networked dynamical systems driven by non-white exogenous inputs AISTATS 2022 Efficient Attribute (α,β)-Core Detection in Large Bipartite Graphs (Student Abstract) AAAI 2022 Efficiently Learning the Topology and Behavior of a Networked Dynamical System Via Active Queries ICML 2022 Enumerating Nontrivial Knot Mosaics with SAT (Student Abstract) AAAI 2022 Estimating graphical models for count data with applications to single-cell gene network NeurIPS 2022 Exact Community Recovery in Correlated Stochastic Block Models COLT 2022 Exact Community Recovery over Signed Graphs AISTATS 2022 Fair Disaster Containment via Graph-Cut Problems AISTATS 2022 Faster and Scalable Algorithms for Densest Subgraph and Decomposition NeurIPS 2022 Federated Myopic Community Detection with One-shot Communication AISTATS 2022 fGOT: Graph Distances Based on Filters and Optimal Transport AAAI 2022 Finding Nontrivial Minimum Fixed Points in Discrete Dynamical Systems: Complexity, Special Case Algorithms and Heuristics AAAI 2022 Fixation Maximization in the Positional Moran Process AAAI 2022 Fixing the Bethe approximation: How structural modifications in a graph improve belief propagation UAI 2022 From block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers ICML 2022 FuDGE: A Method to Estimate a Functional Differential Graph in a High-Dimensional Setting JMLR 2022 G$^2$CN: Graph Gaussian Convolution Networks with Concentrated Graph Filters ICML 2022 Generalised Implicit Neural Representations NeurIPS 2022 Generalized Stochastic Matching AAAI 2022 GHAN: Graph-Based Hierarchical Aggregation Network for Text-Video Retrieval EMNLP 2022 Graph-combined Coreference Resolution Methods on Conversational Machine Reading Comprehension with Pre-trained Language Model ACL 2022