conftrace_

multimodal knowledge graph

21 papers

Explore in graph

Also known as

MKG

Co-occurring keywords · papers mentioning both

knowledge graph completion (5) knowledge graph (5) multimodal learning (5) large language model (4) graph neural network (3) knowledge graph embedding (3) representation learning (3) entity grounding (2) multimodal reasoning (2) retrieval-augmented generation (2)

Papers

Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion ACL 2026 Hybrid-DMKG: A Hybrid Reasoning Framework over Dynamic Multimodal Knowledge Graphs for Multimodal Multihop QA with Knowledge Editing AAAI 2026 M^3KG-RAG: Multi-hop Multimodal Knowledge Graph-enhanced Retrieval-Augmented Generation CVPR 2026 Multi-Modal Fact Knowledge Generation for Imbalanced Cross-Source Entity Alignment AAAI 2026 SciMKG: A Multimodal Knowledge Graph for Science Education with Text, Image, Video and Audio AAAI 2026 Towards Multimodal Continual Knowledge Embedding with Modality Forgetting Modulation AAAI 2026 Aligning Vision to Language: Annotation-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning ICCV 2025 APKGC: Noise-enhanced Multi-Modal Knowledge Graph Completion with Attention Penalty AAAI 2025 Differentiated Vision: Unveiling Entity-Specific Visual Modality Requirements for Multimodal Knowledge Graph EMNLP 2025 Interesting Culture: Social Relation Recognition from Videos via Culture De-confounding EMNLP 2025 SGMEA: Structure-Guided Multimodal Entity Alignment COLING 2025 Taming the Untamed: Graph-Based Knowledge Retrieval and Reasoning for MLLMs to Conquer the Unknown ICCV 2025 Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding AAAI 2024 LAFA: Multimodal Knowledge Graph Completion with Link Aware Fusion and Aggregation AAAI 2024 Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models ACL 2024 MKG-FENN: A Multimodal Knowledge Graph Fused End-to-End Neural Network for Accurate Drug–Drug Interaction Prediction AAAI 2024 Multimodal Reasoning with Multimodal Knowledge Graph ACL 2024 Multimodal Analogical Reasoning over Knowledge Graphs ICLR 2023 Multi-Modal Knowledge Hypergraph for Diverse Image Retrieval AAAI 2023 VISTA: Visual-Textual Knowledge Graph Representation Learning EMNLP 2023 MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion EMNLP 2022