Application Areas

LLaMaFlex: Many-in-one LLMs via Generalized Pruning and Weight Sharing ICLR 2025 LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval EMNLP 2025 LLaRA: Supercharging Robot Learning Data for Vision-Language Policy ICLR 2025 LLaVA-KD: A Framework of Distilling Multimodal Large Language Models ICCV 2025 LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token ICLR 2025 LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation ICLR 2025 LLaVA Needs More Knowledge: Retrieval Augmented Natural Language Generation with Knowledge Graph for Explaining Thoracic Pathologies AAAI 2025 LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models ICCV 2025 LLaVA-SpaceSGG: Visual Instruct Tuning for Open-Vocabulary Scene Graph Generation with Enhanced Spatial Relations WACV 2025 LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering ACL 2025 LLM4DistReconfig: A Fine-tuned Large Language Model for Power Distribution Network Reconfiguration NAACL 2025 LLM4RSR: Large Language Models as Data Correctors for Robust Sequential Recommendation AAAI 2025 LLM Agents Making Agent Tools ACL 2025 LLM-assisted Entropy-based Adaptive Distillation for Unsupervised Fine-grained Visual Representation Learning ICCV 2025 LLM-Assisted Semantic Guidance for Sparsely Annotated Remote Sensing Object Detection ICCV 2025 LLM-based Adversarial Dataset Augmentation for Automatic Media Bias Detection NAACL 2025 LLM-Based Web Data Collection for Research Dataset Creation EMNLP 2025 LLM Bias Detection and Mitigation through the Lens of Desired Distributions EMNLP 2025 LLM Braces: Straightening Out LLM Predictions with Relevant Sub-Updates ACL 2025 LLMDet: Learning Strong Open-Vocabulary Object Detectors under the Supervision of Large Language Models CVPR 2025 LLM Distillation for Efficient Few-Shot Multiple Choice Question Answering EMNLP 2025 LLM-Driven Completeness and Consistency Evaluation for Cultural Heritage Data Augmentation in Cross-Modal Retrieval EMNLP 2025 LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection ACL 2025 LLM-empowered Dynamic Prompt Routing for Vision-Language Models Tuning under Long-Tailed Distributions EMNLP 2025 LLM-Empowered Patient-Provider Communication: A Data-Centric Survey From a Clinical Perspective IJCNLP 2025