Artificial Intelligence › Core AI ›

Foundation Models

4845 directly classified papers

Papers per year

Papers

HouseTune: Two-Stage Floorplan Generation with LLM Assistance AAAI 2026

LLM-Aligned Geographic Item Tokenization for Local-Life Recommendation AAAI 2026

LMGL-WD: LLM-Guided Multi-Task Graph Learning for Category-Level Warehouse Demand Prediction in E-Commerce AAAI 2026

Mitigating Length Bias in RLHF Through a Causal Lens AAAI 2026

Do Large Language Models Reason About Uncertainty Like Humans? A Benchmark on Hurricane Forecast Visualization Comprehension AAAI 2026

NoReGeo: Non-Reasoning Geometry Benchmark AAAI 2026

PCoKG: Personality-aware Commonsense Reasoning with Debate AAAI 2026

SAPO: Self-Adaptive Process Optimization Makes Small Reasoners Stronger AAAI 2026

FIRM-MoE:Fine-GrainedExpert Decomposition for Resource-Adaptive MoE Inference AAAI 2026

EvoMoE: Expert Evolution in Mixture of Experts for Multimodal Large Language Models AAAI 2026

MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence AAAI 2026

ParaDySe: A Parallel Strategy Switching Framework for Dynamic Sequences in Transformer-based Large Language Models AAAI 2026

Prototype Entropy Alignment: Reinforcing Structured Uncertainty in LLM Reasoning AAAI 2026

ExoTimer: Leveraging Large Language Models for Time Series Forecasting with Exogenous Variables AAAI 2026

Skill Path: Unveiling Language Skills from Circuit Graphs AAAI 2026

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

Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance AAAI 2026

GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning AAAI 2026

Harnessing the Unseen: The Hidden Influence of Intrinsic Knowledge in Long-Context Language Models AAAI 2026

Exploring Depth Generalization in Large Language Models for Solving Recursive Logic Tasks AAAI 2026

Benchmarking LLMs’ Mathematical Reasoning with Unseen Random Variables Questions AAAI 2026

Hybrid Routing for a Mixture of LoRA Experts AAAI 2026

Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation AAAI 2026

Importance-Aware Data Selection for Efficient LLM Instruction Tuning AAAI 2026

ProFuser: Progressive Fusion of Large Language Models AAAI 2026