graph neural network

GUIC: Certified Graph Unlearning with Individual Fairness Guarantees AAAI 2026 Harnessing Vision-Language Models for Time Series Anomaly Detection AAAI 2026 HC2-GNN: Hierarchical Graph Representation Learning for Efficient Text Classification AAAI 2026 Heterogeneous Graph Neural Networks for Assumption-Based Argumentation AAAI 2026 Hg-I2P: Bridging Modalities for Generalizable Image-to-Point-Cloud Registration via Heterogeneous Graphs CVPR 2026 Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning AAAI 2026 HINPool: A Unified Heterogeneous Graph Pooling Framework for Accurate Molecular and Protein Property Prediction AAAI 2026 HodgeFormer: Transformers for Learnable Operators on Triangular Meshes through Data-Driven Hodge Matrices WACV 2026 How to Make LMs Strong Node Classifiers? EACL 2026 How Wide and How Deep? Mitigating Over-squashing of GNNs via Channel Capacity Constrained Estimation AAAI 2026 HSA-Net: Hierarchical and Structure-Aware Framework for Efficient and Scalable Molecular Language Modeling AAAI 2026 Hybrid State Representation for Video Procedure Planning WACV 2026 Hyperbolic Continuous Structural Entropy for Hierarchical Clustering AAAI 2026 IEBGL:An Interpretability-Enhanced Brain Graph Learning Framework with LLM-Instructed Topology and Literature-Augmented Semantics CVPR 2026 IIITH Boys at SemEval-2026 Task 4: StoryNet - Understanding Narrative Story Similarity through Symbolic Representations SemEval 2026 Incorporating Temporal Coherence to Cross-Document Event Coreference Resolution ACL 2026 Inter-Client Dependency Recovery with Hidden Global Components for Federated Traffic Prediction AAAI 2026 Interpretable Graph-Language Modeling for Detecting Youth Illicit Drug Use EACL 2026 Interpretable Spatial-Temporal Forecasting via Additive Neural Decomposition and Knowledge Distillation UAI 2026 KCLNet: Electrically Equivalence-Oriented Graph Representation Learning for Analog Circuits AAAI 2026 Know Your Neighbors: Subgraph Importance Sampling for Heterophilic Graph Active Learning AAAI 2026 LATE-IIMAS at Semeval-2026 Task 13: Evaluating GNNs, PLMs, LLMs, and Stylometry for Automatic Code Identification SemEval 2026 Leakage-Aware User-Level ADHD Signal Classification from Social Media: When Graph Aggregation Helps, and When It Does Not ACL 2026 Leap of FAITH from GNN-to-MLP: Fairness Aware Inference via DisTillation of GrapH Knowledge AAAI 2026 Learn from Global Correlations: Enhancing Evolutionary Algorithm via Spectral GNN AAAI 2026