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Foundation Models

4845 directly classified papers

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Papers

Note2Chat: Improving LLMs for Multi-Turn Clinical History Taking Using Medical Notes AAAI 2026

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

MOGO: Residual Quantized Hierarchical Causal Transformer for Real-Time and Infinite-Length 3D Human Motion Generation AAAI 2026

APVR: Hour-Level Long Video Understanding with Adaptive Pivot Visual Information Retrieval AAAI 2026

ViType: High-Fidelity Visual Text Rendering via Glyph-Aware Multimodal Diffusion AAAI 2026

Generalizable Drug–Target Interaction Prediction via ESM-2 Representations and Progressive Contrastive Curriculum Learning AAAI 2026

ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications AAAI 2026

Spikingformer: A Key Foundation Model for Spiking Neural Networks AAAI 2026

Multiplicative Orthogonal Sequential Editing for Language Models AAAI 2026

Knowledge-Enhanced Explainable Prompting for Vision-Language Models AAAI 2026

Think-J: Learning to Think for Generative LLM-as-a-Judge AAAI 2026

InteChar: A Unified Oracle Bone Character List for Ancient Chinese Language Modeling AAAI 2026

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

Transolver Is a Linear Transformer: Revisiting Physics-Attention Through the Lens of Linear Attention AAAI 2026

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

RFF-TTA: Physical Information-Aware Prototype for Temporally Varying RF Fingerprinting Online Test-Time-Adaptation 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

PHPFND: Detecting Fake News via Post-Hoc Processing of LLMs Hallucination AAAI 2026

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

RAG-R1:Incentivizing the Search and Reasoning Capabilities of LLMs Through Multi-Query Parallelism AAAI 2026

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

Small Models Exhibit Limited Answer Consistency in Repetition Trials of the Multiple-Choice MMLU-Redux and MedQA Benchmarks AAAI 2026

On the Superimposed Noise Accumulation Problem in Sequential Knowledge Editing of Large Language Models AAAI 2026

TIV: Thought Injection via Vectors for Efficient Reasoning in Large Reasoning Models AAAI 2026