graph representation

Multi-View Empowered Structural Graph Wordification for Language Models AAAI 2025 Neural Multi-Objective Combinatorial Optimization via Graph-Image Multimodal Fusion ICLR 2025 NLP@IIMAS-CLTL at Multilingual Counterspeech Generation: Combating Hate Speech Using Contextualized Knowledge Graph Representations and LLMs COLING 2025 Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks ICLR 2025 R²-CoD: Understanding Text-Graph Complementarity in Relational Reasoning via Knowledge Co-Distillation IJCNLP 2025 Reaction Graph: Towards Reaction-Level Modeling for Chemical Reactions with 3D Structures ICML 2025 Refine then Classify: Robust Graph Neural Networks with Reliable Neighborhood Contrastive Refinement AAAI 2025 SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions ICCV 2025 SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection ACL 2025 Subgraph Information Bottleneck with Causal Dependency for Stable Molecular Relational Learning IJCAI 2025 UniGoal: Towards Universal Zero-shot Goal-oriented Navigation CVPR 2025 Unlocking the Planning Capabilities of Large Language Models with Maximum Diversity Fine-tuning NAACL 2025 Unsupervised Kernel-based Multi-view Feature Selection with Robust Self-representation and Binary Hashing AAAI 2025 Verify-in-the-Graph: Entity Disambiguation Enhancement for Complex Claim Verification with Interactive Graph Representation NAACL 2025 Action Scene Graphs for Long-Form Understanding of Egocentric Videos CVPR 2024 A Graph-based Representation Framework for Trajectory Recovery via Spatiotemporal Interval-Informed Seq2Seq IJCAI 2024 AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers IJCAI 2024 An Impossibility Theorem for Node Embedding AISTATS 2024 A Survey of Graph Meets Large Language Model: Progress and Future Directions IJCAI 2024 Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs ICLR 2024 BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining AAAI 2024 CARTE: Pretraining and Transfer for Tabular Learning ICML 2024 Contextual Directed Acyclic Graphs AISTATS 2024 Contextualized Graph Representations for Generating Counter-Narratives against Hate Speech EMNLP 2024 DeepITE: Designing Variational Graph Autoencoders for Intervention Target Estimation NeurIPS 2024