Representation

Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning IJCAI 2024 Learning Representations for Hierarchies with Minimal Support NeurIPS 2024 Learning Shadow Variable Representation for Treatment Effect Estimation under Collider Bias ICML 2024 Learning Structure-Aware Representations of Dependent Types NeurIPS 2024 Less is More: One-shot Subgraph Reasoning on Large-scale Knowledge Graphs ICLR 2024 Leveraging Predicate and Triplet Learning for Scene Graph Generation CVPR 2024 Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models ACL 2024 Link Prediction in Multilayer Networks via Cross-Network Embedding AAAI 2024 LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024 Local Causal Structure Learning in the Presence of Latent Variables ICML 2024 Locating and Extracting Relational Concepts in Large Language Models ACL 2024 Long Range Propagation on Continuous-Time Dynamic Graphs ICML 2024 MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities AAAI 2024 Meta-Learners for Partially-Identified Treatment Effects Across Multiple Environments ICML 2024 MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models ACL 2024 MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs AAAI 2024 Minimal Macro-Based Rewritings of Formal Languages: Theory and Applications in Ontology Engineering (and Beyond) AAAI 2024 Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting AAAI 2024 Mixed Geometry Message and Trainable Convolutional Attention Network for Knowledge Graph Completion AAAI 2024 MKeCL: Medical Knowledge-Enhanced Contrastive Learning for Few-shot Disease Diagnosis COLING 2024 MM-ChatAlign: A Novel Multimodal Reasoning Framework based on Large Language Models for Entity Alignment EMNLP 2024 MoCoKGC: Momentum Contrast Entity Encoding for Knowledge Graph Completion EMNLP 2024 Modality-Aware Integration with Large Language Models for Knowledge-Based Visual Question Answering ACL 2024 Modeling Knowledge Graphs with Composite Reasoning AAAI 2024 Modelling and Linking an Old Latin-Portuguese Dictionary to the LiLa Knowledge Base COLING 2024