Graph Theory

A Transformational Characterization of Unconditionally Equivalent Bayesian Networks PGM 2022 Automated Sifting of Stories from Simulated Storyworlds IJCAI 2022 Balancing the Spread of Two Opinions in Sparse Social Networks (Student Abstract) AAAI 2022 Bayesian Covariate-Dependent Gaussian Graphical Models with Varying Structure JMLR 2022 Bayesian spillover graphs for dynamic networks UAI 2022 BScNets: Block Simplicial Complex Neural Networks AAAI 2022 Byzantine Spectral Ranking NeurIPS 2022 Calibrated Nonparametric Scan Statistics for Anomalous Pattern Detection in Graphs AAAI 2022 Can Hybrid Geometric Scattering Networks Help Solve the Maximum Clique Problem? NeurIPS 2022 Capturing Graphs with Hypo-Elliptic Diffusions NeurIPS 2022 Causal discovery under a confounder blanket UAI 2022 Causal Effect Identification with Context-specific Independence Relations of Control Variables AISTATS 2022 Causal Inference with Non-IID Data using Linear Graphical Models NeurIPS 2022 CGLB: Benchmark Tasks for Continual Graph Learning NeurIPS 2022 Classification-Then-Grounding: Reformulating Video Scene Graphs As Temporal Bipartite Graphs CVPR 2022 Combating Collusion Rings Is Hard but Possible AAAI 2022 ComENet: Towards Complete and Efficient Message Passing for 3D Molecular Graphs NeurIPS 2022 Community detection in sparse latent space models JMLR 2022 Community Recovery in the Degree-Heterogeneous Stochastic Block Model COLT 2022 Computing Diverse Shortest Paths Efficiently: A Theoretical and Experimental Study AAAI 2022 Controlling Epidemic Spread using Probabilistic Diffusion Models on Networks AISTATS 2022 Controlling the Spread of Two Secrets in Diverse Social Networks (Student Abstract) AAAI 2022 Correlation Clustering via Strong Triadic Closure Labeling: Fast Approximation Algorithms and Practical Lower Bounds ICML 2022 DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization NeurIPS 2022 Detecting Latent Communities in Network Formation Models JMLR 2022