inductive learning

ARNS: Adaptive Relation-Aware Negative Sampling with Curriculum Learning for Inductive Knowledge Graph Completion AAAI 2026 RSA-CR: Resisting Shilling Attacks in Citation Recommendation via Dumbbell Inductive Learning AAAI 2026 Case2Code: Scalable Synthetic Data for Code Generation COLING 2025 Deep Graph Online Hashing for Multi-Label Image Retrieval AAAI 2025 Fully-inductive Node Classification on Arbitrary Graphs ICLR 2025 GenZSL: Generative Zero-Shot Learning Via Inductive Variational Autoencoder ICML 2025 GraphRouter: A Graph-based Router for LLM Selections ICLR 2025 Inductive Learning on Heterogeneous Graphs Enhanced by LLMs for Software Mention Detection ACL 2025 KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy AAAI 2025 Pre-trained Semantic Interaction based Inductive Graph Neural Networks for Text Classification COLING 2025 S²DN: Learning to Denoise Unconvincing Knowledge for Inductive Knowledge Graph Completion AAAI 2025 Shapley-Guided Utility Learning for Effective Graph Inference Data Valuation ICLR 2025 ST-FiT: Inductive Spatial-Temporal Forecasting with Limited Training Data AAAI 2025 TeG-DRec: Inductive Text-Graph Learning for Unseen Node Scientific Dataset Recommendation AACL 2025 Towards Global-Topology Relation Graph for Inductive Knowledge Graph Completion AAAI 2025 Anchoring Path for Inductive Relation Prediction in Knowledge Graphs AAAI 2024 Conformal Inductive Graph Neural Networks ICLR 2024 Inductive Knowledge Graph Completion with GNNs and Rules: An Analysis COLING 2024 It is not True that Transformers are Inductive Learners: Probing NLI Models with External Negation EACL 2024 Prior Relational Schema Assists Effective Contrastive Learning for Inductive Knowledge Graph Completion COLING 2024 Towards Inductive Robustness: Distilling and Fostering Wave-Induced Resonance in Transductive GCNs against Graph Adversarial Attacks AAAI 2024 Transductive and Inductive Outlier Detection with Robust Autoencoders UAI 2024 Anomaly Detection in Human Brain via Inductive Learning on Temporal Multiplex Networks MLHC 2023 CAT-Walk: Inductive Hypergraph Learning via Set Walks NeurIPS 2023 Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding ACL 2023