Deep Learning

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-RE: Binary Image-Text Relevancy Evaluation with Multimodal Large Language Model COLING 2025 LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification ICML 2025 LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding CVPR 2025 LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering ACL 2025 LLAVIDAL: A Large LAnguage VIsion Model for Daily Activities of Living CVPR 2025 LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation AAAI 2025 LLM4RSR: Large Language Models as Data Correctors for Robust Sequential Recommendation AAAI 2025 LLM as a Broken Telephone: Iterative Generation Distorts Information ACL 2025 LLM-as-an-Interviewer: Beyond Static Testing Through Dynamic LLM Evaluation ACL 2025 LLM-assisted Entropy-based Adaptive Distillation for Unsupervised Fine-grained Visual Representation Learning ICCV 2025 LLM-Assisted Translation of Legacy FORTRAN Codes to C++: A Cross-Platform Study NAACL 2025 LLM Attributor: Interactive Visual Attribution for LLM Generation AAAI 2025 LLM-based Conversational Recommendation Agents with Collaborative Verbalized Experience EMNLP 2025 LLM-Based Dialogue Labeling for Multiturn Adaptive RAG EMNLP 2025 LLM-Based Explicit Models of Opponents for Multi-Agent Games NAACL 2025 LLM-based Generative Error Correction for Rare Words with Synthetic Data and Phonetic Context Interspeech 2025 LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ACL 2025 LLM-based Online Prediction of Time-varying Graph Signals (Student Abstract) AAAI 2025 LLM-based post-editing as reference-free GEC evaluation ACL 2025 LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis ACL 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 LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models NAACL 2025