Foundation Models

From Bits to Tokens: Knowledge-Driven Generative Communication of Multimodal Data NSDI 2026 From Diagnosis to Generalization: A Cognitive Approach to Data Selection for Educational LLMs AAAI 2026 From IDs to Semantics: A Generative Framework for Cross-Domain Recommendation with Adaptive Semantic Tokenization AAAI 2026 From Representation to Reasoning: Toward General-Purpose Visual Intelligence AAAI 2026 From Stimuli to Minds: Enhancing Psychological Reasoning in LLMs via Bilateral Reinforcement Learning AAAI 2026 FUSE: Fine-Grained and Semantic-Aware Learning for Unified Image Understanding and Generation AAAI 2026 Generalising LLM Routing using Past Performance Retrieval: A Few-Shot Router is Sufficient EACL 2026 Generalizable Drug–Target Interaction Prediction via ESM-2 Representations and Progressive Contrastive Curriculum Learning AAAI 2026 Generalized and Personalized Federated Learning with Black-Box Foundation Models via Orthogonal Transformations CVPR 2026 Generalizing Vision-Language Models with Dedicated Prompt Guidance AAAI 2026 Generalizing Visual Geometry Priors to Sparse Gaussian Occupancy Prediction CVPR 2026 GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning AAAI 2026 Geo3DVQA: Evaluating Vision-Language Models for 3D Geospatial Reasoning from Aerial Imagery WACV 2026 GeoBayes: Probabilistic Image Geo-Localization Inference via Sequential Bayesian Updating AAAI 2026 GeoNum: Bridging Numerical Continuity and Language Semantics via Geometric Embedding AAAI 2026 Global-Local Confidence Fusion for Hallucination Detection in Mathematical Reasoning Task AAAI 2026 GraFT: Infusing Pre-trained Transformers with Relational Structure for Time Series Forecasting AAAI 2026 GRAM-R²: Self-Training Generative Foundation Reward Models for Reward Reasoning AAAI 2026 GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning AAAI 2026 Graph-of-Mark: Promote Spatial Reasoning in Multimodal Language Models with Graph-Based Visual Prompting AAAI 2026 Graph of Verification: Structured Verification of LLM Reasoning with Directed Acyclic Graphs AAAI 2026 GRAVITY: A Framework for Personalized Text Generation via Profile-Grounded Synthetic Preferences EACL 2026 Grounding Degradations in Natural Language for All-In-One Video Restoration WACV 2026 GUI0: Self-Evolving Foundational GUI Agents in Super App Ecosystems ACL 2026 GuideDog: A Real-World Egocentric Multimodal Dataset for Blind and Low-Vision Accessibility-Aware Guidance ACL 2026