Shilin Xu

1. Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos
   2025/01/07 by Haobo Yuan, Yuan, Haobo, Xiangtai Li +18 · 39 citations
   Computer Science · Medicine · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
2. LLAVADI: What Matters For Multimodal Large Language Models Distillation
   2024/07/28 by Shilin Xu, Xiangtai Li, Xu, Shilin +9 · 9 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
3. An Empirical Study of GPT-4o Image Generation Capabilities
   2025/04/08 by Sixiang Chen, Chen, Sixiang, Jinbin Bai +31 · 9 citations
   Computer Science · Arts and Humanities · #Generative Adversarial Networks and Image Synthesis #Digital Humanities and Scholarship #Music Technology and Sound Studies
4. Mixed-R1: Unified Reward Perspective For Reasoning Capability in Multimodal Large Language Models
   2025/05/30 by Shilin Xu, Xu, Shilin, Yanwei Li +19 · 9 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
5. DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World
   2025/06/30 by Xiangtai Li, Tao Zhang, Li, Xiangtai +29 · 1 voice · 7 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
6. Direct Preference Optimization for LLM-Enhanced Recommendation Systems
   2024/10/08 by Chao Sun, Yaobo Liang, Sun, Chao +9 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques
7. On Path to Multimodal Generalist: General-Level and General-Bench
   2025/05/07 by Fei Hao, Yuan Zhou, Fei, Hao +57 · 4 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text Readability and Simplification #Topic Modeling
8. DST-Det: Simple Dynamic Self-Training for Open-Vocabulary Object Detection
   2023/10/02 by Shilin Xu, Xiangtai Li, Xu, Shilin +9 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling