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Foundation Models

4845 directly classified papers

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Papers

When Reasoning Collapses: A Depth-Aware Probe into LLM Reasoning (Student Abstract) AAAI 2026

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

A Foundation Model for Brain MRI with Dynamic Modality Integration (Student Abstract) AAAI 2026

Q-ROAR: Outlier-Aware Rescaling for RoPE Position Interpolation in Quantized Long-Context LLMs (Student Abstract) AAAI 2026

SciDataMAS: LLM-Driven MAS for Scientific Data Management (Student Abstract) AAAI 2026

Explainable Oracle Bone Script Recognition via Multimodal Pictographic Reasoning AAAI 2026

Implications for AI Research: Applying Lessons from the Expert Systems Boom and Bust to the Current Large-Language Model Boom AAAI 2026

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

Cross-Modal Knowledge Transfer in Time Series AI via Large Vision Models AAAI 2026

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

Analysing Satellite Imagery Classification Under Spatial Domain Shift Across Geographic Regions (Abstract Reprint) AAAI 2026

LiBrain: LLM-Powered Li-ion Battery Diagnostics with Time-Series-Aware Retrieval-Augmented Framework for E-bikes AAAI 2026

LLM-Based Agent for Competitive Landscape Mapping in Drug Asset Due Diligence AAAI 2026

DEEP: A Discourse Evolution Engine for Predictions About Social Movements AAAI 2026

LLM4Sweat: A Trustworthy Large Language Model for Hyperhidrosis Support AAAI 2026

Align to Structure: Aligning Large Language Models with Structural Information AAAI 2026

SRAM: Shape-Realism Alignment Metric for No Reference 3D Shape Evaluation AAAI 2026

MRACL: Multi-Reward Space Guided Adaptive Curriculum Reinforcement Learning for LLMs AAAI 2026

Assessing the Quality of AI-Generated Exams: A Large-Scale Field Study AAAI 2026

Crossing Borders: A Multimodal Challenge for Indian Poetry Translation and Image Generation AAAI 2026

Preference Robustness for DPO with Applications to Public Health AAAI 2026

Automated Repair of Totally-Ordered Hierarchical Task Network Domains via Context-Free Grammars with Large Language Model Support AAAI 2026

DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs AAAI 2026

Deep Hidden Cognition Facilitates Reliable Chain-of-Thought Reasoning AAAI 2026

ThinkPilot: Steering Reasoning Models via Automated Think-prefixes Optimization EACL 2026