Runhui Huang

1. FILIP: Fine-grained Interactive Language-Image Pre-Training
   2021/11/09 by Lewei Yao, Runhui Huang, Yao, Lewei +17 · 41 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
2. ILLUME+: Illuminating Unified MLLM with Dual Visual Tokenization and Diffusion Refinement
   2025/04/02 by Runhui Huang, Huang, Runhui, Chunwei Wang +19 · 22 citations
   Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
3. LayerDiff: Exploring Text-guided Multi-layered Composable Image Synthesis via Layer-Collaborative Diffusion Model
   2024/03/18 by Runhui Huang, Kaixin Cai, Huang, Runhui +15 · 7 citations
   Computer Science · #Image Retrieval and Classification Techniques
4. EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions
   2024/09/26 by Kai Chen, Chen, Kai, Yunhao Gou +57 · 8 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Speech and dialogue systems
5. HiRes-LLaVA: Restoring Fragmentation Input in High-Resolution Large Vision-Language Models
   2024/07/11 by Runhui Huang, Xinpeng Ding, Huang, Runhui +17 · 3 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Medical Imaging and Analysis #Natural Language Processing Techniques
6. HaploVL: A Single-Transformer Baseline for Multi-Modal Understanding
   2025/03/12 by Rui Yang, Yang, Rui, Lin Song +11 · 3 citations
   Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. UniDiff: Advancing Vision-Language Models with Generative and Discriminative Learning
   2023/06/01 by Xiao Dong, Runhui Huang, Dong, Xiao +11 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications