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Foundation Models

4845 directly classified papers

Papers per year

Papers

Scaling Human-Centric Trustworthy Foundation Model via Advanced Reasoning and Agentic Frameworks AAAI 2026

From Representation to Reasoning: Toward General-Purpose Visual Intelligence AAAI 2026

Bridging the Skills Gap: A Course Model for Modern Generative AI Education AAAI 2026

Discovering Hybrid World Representations with Co-Evolving Foundation Models AAAI 2026

Improve Molecular Conformation Modeling with Geometric Deep Learning AAAI 2026

zkQML: Verifiable and Privacy-Preserving Inference for Quantum Machine Learning (Student Abstract) AAAI 2026

From Stimuli to Minds: Enhancing Psychological Reasoning in LLMs via Bilateral Reinforcement Learning AAAI 2026

Do Large Language Models Think like the Brain? Sentence-Level Evidences from Layer-Wise Embeddings and fMRI AAAI 2026

Benchmarking LLMs for Political Science: A United Nations Perspective AAAI 2026

CLM-Access: A Specialized Foundation Model for High-Dimensional Single-Cell ATAC-Seq Analysis AAAI 2026

Improving Large Molecular Language Model via Relation-aware Multimodal Collaboration AAAI 2026

Navigating the Alpha Jungle: An LLM-Powered MCTS Framework for Formulaic Alpha Factor Mining AAAI 2026

Open-World 3D Scene Graph Generation for Retrieval-Augmented Reasoning AAAI 2026

Sparse3DPR: Training-Free 3D Hierarchical Scene Parsing and Task-Adaptive Subgraph Reasoning from Sparse RGB Views AAAI 2026

Rethinking Direct Preference Optimization in Diffusion Models AAAI 2026

GeoBayes: Probabilistic Image Geo-Localization Inference via Sequential Bayesian Updating AAAI 2026

Doubly Debiased Test-Time Prompt Tuning for Vision-Language Models AAAI 2026

VaccineRAG: Boosting Multimodal Large Language Models’ Immunity to Harmful RAG Samples AAAI 2026

Video Spatial Reasoning with Object-Centric 3D Rollout AAAI 2026

Decompose and Conquer: Compositional Reasoning for Zero-Shot Temporal Action Localization AAAI 2026

NURBGen: High-Fidelity Text-to-CAD Generation Through LLM-Driven NURBS Modeling AAAI 2026

Efficient and Effective In-context Demonstration Selection with Coreset AAAI 2026

OAD-Promoter: Enhancing Zero-Shot VQA Using Large Language Models with Object Attribute Description AAAI 2026

RemoteReasoner: Towards Unifying Geospatial Reasoning Workflow AAAI 2026

Graph of Verification: Structured Verification of LLM Reasoning with Directed Acyclic Graphs AAAI 2026