Graphical Models

Densest k-Subgraph Mining via a Provably Tight Relaxation AAAI 2025 Development of Old Irish Lexical Resources, and Two Universal Dependencies Treebanks for Diplomatically Edited Old Irish Text NAACL 2025 DiffIM: Differentiable Influence Minimization with Surrogate Modeling and Continuous Relaxation AAAI 2025 Dynamic Anchor-based Ensemble Clustering via Hypergraph Reconstruction IJCAI 2025 Extendable and Iterative Structure Learning Strategy for Bayesian Networks ICLR 2025 Extremal graphical modeling with latent variables via convex optimization JMLR 2025 From Your Block to Our Block: How to Find Shared Structure Between Stochastic Block Models over Multiple Graphs AAAI 2025 Gaussian Graphical Modelling Without Independence Assumptions for Uncentered Data AAAI 2025 Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning ACL 2025 Learning Local Neighborhoods of Non-Gaussian Graphical Models AAAI 2025 LGA-Net: Learning Local and Global Affinities for Sparse Scribble based Image Colorization ICCV 2025 NUST Nova at RIRAG 2025: A Hybrid Framework for Regulatory Information Retrieval and Question Answering COLING 2025 On the Representation of Pairwise Causal Background Knowledge and Its Applications in Causal Inference JMLR 2025 Persistent Homology of Topic Networks for the Prediction of Reader Curiosity ACL 2025 Regular-pattern-sensitive CRFs for Distant Label Interactions ACL 2025 Reparameterizing Hybrid Markov Logic Networks to handle Covariate-Shift in Representations UAI 2025 Revisiting Point Cloud Completion: Are We Ready For The Real-World? ICCV 2025 Robust Score Matching AISTATS 2025 Separation-Based Distance Measures for Causal Graphs AISTATS 2025 Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes ICLR 2025 SINE: Scalable MPE Inference for Probabilistic Graphical Models using Advanced Neural Embeddings AISTATS 2025 SLRL: Semi-Supervised Local Community Detection Based on Reinforcement Learning AAAI 2025 STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation IJCAI 2025 Temporal Triadic Closure: Finding Dense Substructures in Social Networks That Evolve over Time AAAI 2025 The Strong Product Model for Network Inference without Independence Assumptions AISTATS 2025