Foundation Models

MRACL: Multi-Reward Space Guided Adaptive Curriculum Reinforcement Learning for LLMs AAAI 2026 Multi-granularity Temporal Knowledge Editing over Large Language Models AAAI 2026 Multi-Modal Interactive Control of Robotic Arm Based on Offline Large Language Models (Student Abstract) AAAI 2026 Multiplicative Orthogonal Sequential Editing for Language Models AAAI 2026 Multi-SpatialMLLM: Multi-Frame Spatial Understanding with Multi-Modal Large Language Models CVPR 2026 Multi-Value Alignment for LLMs via Value Decorrelation and Extrapolation AAAI 2026 NarraBench: A Comprehensive Framework for Narrative Benchmarking EACL 2026 Native Speech Processing with LLMs AAAI 2026 Navigating the Alpha Jungle: An LLM-Powered MCTS Framework for Formulaic Alpha Factor Mining AAAI 2026 NitroGen: An Open Foundation Model for Generalist Gaming Agents CVPR 2026 NoReGeo: Non-Reasoning Geometry Benchmark AAAI 2026 Note2Chat: Improving LLMs for Multi-Turn Clinical History Taking Using Medical Notes AAAI 2026 NURBGen: High-Fidelity Text-to-CAD Generation Through LLM-Driven NURBS Modeling AAAI 2026 OAD-Promoter: Enhancing Zero-Shot VQA Using Large Language Models with Object Attribute Description AAAI 2026 OmniDPO: A Preference Optimization Framework to Address Omni-Modal Hallucination AAAI 2026 OmniScale: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo AAAI 2026 One-Shot Fine-Grained Re-Identification of Paint Marked Honey Bees using Vision Foundation Models WACV 2026 Onomasiological Sense Alignment Across Dialect Dictionaries. A Taxonomy-Constrained LLM Classification EACL 2026 On the Superimposed Noise Accumulation Problem in Sequential Knowledge Editing of Large Language Models AAAI 2026 Open-World 3D Scene Graph Generation for Retrieval-Augmented Reasoning AAAI 2026 OPFormer: Object Pose Estimation Leveraging Foundation Model with Geometric Encoding WACV 2026 OPLoRA: Orthogonal Projection LoRA Prevents Catastrophic Forgetting During Parameter-Efficient Fine-Tuning AAAI 2026 OptiHive: Ensemble Selection for LLM-Based Optimization via Statistical Modeling AAAI 2026 OptScale: Probabilistic Optimality for Inference-time Scaling AAAI 2026 ORACLE: Optimizing Reasoning Abilities of Large Language Models via Constraint-Led Synthetic Data Elicitation AAAI 2026