graph representation

CCAHCL: Multi-Level Hypergraph Contrastive Learning for Connected Component Awareness AAAI 2026 Compressing LLM Knowledge into Graph Representations for Text-attributed Graphs Learning ACL 2026 De Novo Molecular Generation from Mass Spectra via Many-Body Enhanced Diffusion AAAI 2026 Event-based Graph Representation with Spatial and Motion Vectors for Asynchronous Object Detection WACV 2026 Gated Variational Graph Autoencoders as Experts with Competition and Consensus for Multi-view Clustering AAAI 2026 Graph Domain Adaptation via Homophily-Agnostic Reconstructing Structure AAAI 2026 HTG-GCL: Leveraging Hierarchical Topological Granularity from Cellular Complexes for Graph Contrastive Learning AAAI 2026 Informative Subgraph Extraction with Deep Reinforcement Learning for Drug-Drug Interaction Prediction AAAI 2026 Knowledge Graph Guided Heterogeneity-Informed Diffusion Model for Spatio-Temporal Generation AAAI 2026 Learning Heuristic Functions for HTN Planning AAAI 2026 Meta Dynamic Graph for Traffic Flow Prediction AAAI 2026 Priority-Based Graph-Enhanced Reinforcement Learning for Robust Analog Circuit Optimization AAAI 2026 T-Retriever: Tree-based Hierarchical Retrieval Augmented Generation for Textual Graphs AAAI 2026 A Comprehensive Graph Framework for Question Answering with Mode-Seeking Preference Alignment ACL 2025 A Mutual Information Perspective on Knowledge Graph Embedding ACL 2025 AnalogGenie: A Generative Engine for Automatic Discovery of Analog Circuit Topologies ICLR 2025 An End-to-End Simple Clustering Hierarchical Pooling Operation for Graph Learning Based on Top-K Node Selection IJCAI 2025 Asynchronous Collaborative Graph Representation for Frames and Events CVPR 2025 AutoSGNN: Automatic Propagation Mechanism Discovery for Spectral Graph Neural Networks AAAI 2025 Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection ACL 2025 BRIT: Bidirectional Retrieval over Unified Image-Text Graph EMNLP 2025 Can LLMs be Good Graph Judge for Knowledge Graph Construction? EMNLP 2025 Charting the Design Space of Neural Graph Representations for Subgraph Matching ICLR 2025 Code-Generated Graph Representations Using Multiple LLM Agents for Material Properties Prediction ICML 2025 Cross-domain Rumor Detection via Test-Time Adaptation and Large Language Models EMNLP 2025