Foundation Models

Harnessing the Power of Foundation Models for Accurate Material Classification CVPR 2026 Harnessing the Unseen: The Hidden Influence of Intrinsic Knowledge in Long-Context Language Models AAAI 2026 HistoMILKD: A Multiple Instance Learning based Multi-Teacher Knowledge Distillation Framework for Whole Slide Image Classification WACV 2026 HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models AAAI 2026 HouseTune: Two-Stage Floorplan Generation with LLM Assistance AAAI 2026 How Does Alignment Enhance LLMs’ Multilingual Capabilities? A Language Neurons Perspective AAAI 2026 How Much 3D Do Video Foundation Models Encode? CVPR 2026 Hybrid Routing for a Mixture of LoRA Experts AAAI 2026 HyperGLLM: An Efficient Framework for Endpoint Threat Detection via Hypergraph-Enhanced Large Language Models AAAI 2026 Immunizing Models Against Harmful Long-Horizon Fine-Tuning via Contractive Optimization Dynamics CVPR 2026 Implications for AI Research: Applying Lessons from the Expert Systems Boom and Bust to the Current Large-Language Model Boom AAAI 2026 Importance-Aware Data Selection for Efficient LLM Instruction Tuning AAAI 2026 Improve Molecular Conformation Modeling with Geometric Deep Learning AAAI 2026 Improving Large Molecular Language Model via Relation-aware Multimodal Collaboration AAAI 2026 Improving Value-based Process Verifier via Low-Cost Variance Reduction AAAI 2026 Instructional Agents: Reducing Teaching Faculty Workload through Multi-Agent Instructional Design EACL 2026 InteChar: A Unified Oracle Bone Character List for Ancient Chinese Language Modeling AAAI 2026 Intention Chain-of-Thought Prompting with Dynamic Routing for Code Generation AAAI 2026 Investigating Data Pruning for Pretraining Biological Foundation Models at Scale AAAI 2026 Investigating the Multilingual Calibration Effects of Language Model Instruction Tuning EACL 2026 K-12EduBench: A Benchmark for Evaluating Large Language Models’ Knowledge, Problem-Solving, and Educational Goal Cognition in K-12 Education AAAI 2026 KAD: A Framework for Proxy-based Test-time Alignment with Knapsack Approximation Deferral EACL 2026 KG-CRAFT: Knowledge Graph-based Contrastive Reasoning with LLMs for Enhancing Automated Fact-checking EACL 2026 Knowledge-Enhanced Explainable Prompting for Vision-Language Models AAAI 2026 Kronos: A Foundation Model for the Language of Financial Markets AAAI 2026