Foundation Models

LaCoMSA: Language-Consistency Multilingual Self-Alignment with Latent Representation Rewarding EACL 2026 Large Connectome Model: An fMRI Foundation Model of Brain Connectomes Empowered by Brain-Environment Interaction in Multitask Learning Landscape AAAI 2026 Large-scale Codec Avatars: The Unreasonable Effectiveness of Large-scale Avatar Pretraining CVPR 2026 Latent Self-Consistency for Reliable Majority-Set Selection in Short- and Long-Answer Reasoning AAAI 2026 LeanTutor: Towards a Verified AI Mathematical Proof Tutor AAAI 2026 Learner-Tailored Program Repair: A Solution Generator with Iterative Edit-Driven Retrieval Enhancement AAAI 2026 Learning from Guidelines: Structured Prompt Optimization for Expert Annotation Tasks AAAI 2026 Learning from Reasoning Failures via Synthetic Data Generation AAAI 2026 Learning Optimal Prompt Ensemble for Multi-source Visual Prompt Transfer AAAI 2026 Learning When to Personalize: LLM Based Playlist Generation via Query Taxonomy and Classification EACL 2026 Leveraging Image as Compressed Visual Prompt and Hierarchical Visual Knowledge for Effective Image Utilization in MLLMs AAAI 2026 LiBrain: LLM-Powered Li-ion Battery Diagnostics with Time-Series-Aware Retrieval-Augmented Framework for E-bikes AAAI 2026 LiViBench: An Omnimodal Benchmark for Interactive Livestream Video Understanding AAAI 2026 LLaVA³: Representing 3D Scenes Like a Cubist Painter to Boost 3D Scene Understanding of VLMs AAAI 2026 LLM4Sweat: A Trustworthy Large Language Model for Hyperhidrosis Support AAAI 2026 LLM-Aligned Geographic Item Tokenization for Local-Life Recommendation AAAI 2026 LLM-Based Agent for Competitive Landscape Mapping in Drug Asset Due Diligence AAAI 2026 LLM-CAS: Dynamic Neuron Perturbation for Real-Time Hallucination Correction AAAI 2026 LLM Collaborative Filtering: User-Item Graph as New Language AAAI 2026 LLMdoctor: Token-Level Flow-Guided Preference Optimization for Efficient Test-Time Alignment of Large Language Models AAAI 2026 LLM-Enabled Scientific Knowledge Diffusion Analysis AAAI 2026 LLM-Guided Quantified SMT Solving over Uninterpreted Functions AAAI 2026 LLM Plug-ins Are Not a Free Lunch for Clinical Time-Series Prediction EACL 2026 LLMs Unleashed: Generating Protocol Code from RFC Specifications AAAI 2026 LMGL-WD: LLM-Guided Multi-Task Graph Learning for Category-Level Warehouse Demand Prediction in E-Commerce AAAI 2026