Foundation Models

PropGenie: A Multi-Agent Conversational Framework for Real Estate Assistance EACL 2026 Pro-QuEST: A Prompt-chain based Quiz Engine for testing Specialized Technical Product Knowledge EACL 2026 Prototype Entropy Alignment: Reinforcing Structured Uncertainty in LLM Reasoning AAAI 2026 Putting HUMANS first: Efficient LAM Evaluation with Human Preference Alignment ACL 2026 PVeRA: Probabilistic Vector-Based Random Matrix Adaptation WACV 2026 qa-FLoRA: Data-free query-adaptive Fusion of LoRAs for LLMs AAAI 2026 QiMeng-Kernel: Macro-Thinking Micro-Coding Paradigm for LLM-Based High-Performance GPU Kernel Generation AAAI 2026 Q-ROAR: Outlier-Aware Rescaling for RoPE Position Interpolation in Quantized Long-Context LLMs (Student Abstract) AAAI 2026 Quantifying Cross-Lingual Interference: Algorithmic Standardization of Kamtapuri in Large Language Models EACL 2026 QueStER: Query Specification for Generative Keyword-Based Retrieval EACL 2026 RAA: Achieving Interactive Remove/Add Anything via Fully Synthetic Data AAAI 2026 RAG-R1:Incentivizing the Search and Reasoning Capabilities of LLMs Through Multi-Query Parallelism AAAI 2026 RAMEN: Resolution-Adjustable Multimodal Encoder for Earth Observation CVPR 2026 RankOOD - Class Ranking-based Out-of-Distribution Detection CVPR 2026 RCP-Merging: Merging Long Chain-of-Thought Models with Domain-Specific Models by Considering Reasoning Capability as Prior AAAI 2026 Reading Your Actions: Learning Generalizable Action Representations via Pre-training AEMG CVPR 2026 RemoteReasoner: Towards Unifying Geospatial Reasoning Workflow AAAI 2026 RespiraMFM: A Multimodal Foundation Model with Contrastive Audio-Language Alignment for Respiratory Disease Identification ACL 2026 RESPOND: Realistic Environment Simulation of Population and Natural Disasters with LLM-Driven Agents AAAI 2026 Rethinking Direct Preference Optimization in Diffusion Models AAAI 2026 Rethinking Reading Order: Toward Generalizable Document Understanding with LLM-based Relation Modeling EACL 2026 Retrieval-driven Reasoning for Deliberative Visual Classification AAAI 2026 Retriever Encoder Selection Matters for In-Context Learning-based Medical Segmentation AAAI 2026 Revisiting Model Stitching In the Foundation Model Era CVPR 2026 RFF-TTA: Physical Information-Aware Prototype for Temporally Varying RF Fingerprinting Online Test-Time-Adaptation AAAI 2026