Artificial Intelligence

GraphOTTER: Evolving LLM-based Graph Reasoning for Complex Table Question Answering COLING 2025 Graph Prompts: Adapting Video Graph for Video Question Answering IJCAI 2025 GraphProt: Certified Black-Box Shielding Against Backdoored Graph Models IJCAI 2025 Graph-R1: Incentivizing the Zero-Shot Graph Learning Capability in LLMs via Explicit Reasoning EMNLP 2025 GraphRAG Analysis for Financial Narrative Summarization and A Framework for Optimizing Domain Adaptation COLING 2025 GraphRAG: Leveraging Graph-Based Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data COLING 2025 Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward EMNLP 2025 Graph Segmentation and Contrastive Enhanced Explainer for Graph Neural Networks AAAI 2025 Graph Sparsification via Mixture of Graphs ICLR 2025 Graph World Model ICML 2025 GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration NAACL 2025 GRASP-ChoQ: Knowledge Graph-Based Retrieval Augmentation for Stance Detection in Political Texts with Chain-of-Questions Reasoning AACL 2025 GraspCoT: Integrating Physical Property Reasoning for 6-DoF Grasping under Flexible Language Instructions ICCV 2025 GraspMolmo: Generalizable Task-Oriented Grasping via Large-Scale Synthetic Data Generation CoRL 2025 GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression EMNLP 2025 GraspVLA: a Grasping Foundation Model Pre-trained on Billion-scale Synthetic Action Data CoRL 2025 GRAT: Guiding Retrieval-Augmented Reasoning through Process Rewards Tree Search ACL 2025 Gravity-Bench-v1: A Benchmark on Gravitational Physics Discovery for Agents ICML 2025 GravMAD: Grounded Spatial Value Maps Guided Action Diffusion for Generalized 3D Manipulation ICLR 2025 GReaTer: Gradients Over Reasoning Makes Smaller Language Models Strong Prompt Optimizers ICLR 2025 GreaterPrompt: A Unified, Customizable, and High-Performing Open-Source Toolkit for Prompt Optimization ACL 2025 GREAT: Geometry-Intention Collaborative Inference for Open-Vocabulary 3D Object Affordance Grounding CVPR 2025 Great Memory, Shallow Reasoning: Limits of kNN-LMs NAACL 2025 Great Models Think Alike and this Undermines AI Oversight ICML 2025 Gridded Transformer Neural Processes for Spatio-Temporal Data ICML 2025