Honggang Chen
- Filter, Correlate, Compress: Training-Free Token Reduction for MLLM Acceleration
2024/11/26 by Yuhang Han, Xuyang Liu, Han, Yuhang +12 · 16 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques
- Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models
2025/01/09 by Xuyang Liu, Ziming Wang, Liu, Xuyang +16 · 18 citations
Computer Science · Physics and Astronomy · #Algorithms and Data Compression #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Magnetic confinement fusion research
- LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application
2024/05/07 by Jian Jia, Jia, Jian, Yipei Wang +19 · 10 citations
Computer Science · #Educational Technology and Assessment #Text and Document Classification Technologies #Online Learning and Analytics
- Real-World Single Image Super-Resolution: A Brief Review
2021/03/03 by Honggang Chen, Chen, Honggang, Xiaohai He +9 · 4 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Advanced Image Fusion Techniques
- Shifting AI Efficiency From Model-Centric to Data-Centric Compression
2025/05/25 by Xuyang Liu, Liu, Xuyang, Zichen Wen +29 · 22 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- VGDiffZero: Text-to-image Diffusion Models Can Be Zero-shot Visual Grounders
2023/09/03 by Xuyang Liu, Liu, Xuyang, Siteng Huang +7 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Natural Language Processing Techniques
- DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images
2018/05/27 by Honggang Chen, Chen, Honggang, Xiaohai He +7 · 1 citation
Computer Science · Engineering · #Image and Signal Denoising Methods #Advanced Image Processing Techniques #Advanced Image Fusion Techniques
- M2IST: Multi-Modal Interactive Side-Tuning for Efficient Referring Expression Comprehension
2024/07/01 by Xuyang Liu, Ting Liu, Liu, Xuyang +13 · 3 citations
Computer Science · #Speech and dialogue systems #Topic Modeling #Natural Language Processing Techniques
- Variation-aware Vision Token Dropping for Faster Large Vision-Language Models
2025/09/01 by Junjie Chen, Chen, Junjie, Xuyang Liu +9 · 7 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis
- Perception- and Fidelity-aware Reduced-Reference Super-Resolution Image Quality Assessment
2024/05/15 by Xin-Ying Lin, Lin, Xinying, Xuyang Liu +6 · 1 citation
Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #electronic engineering #information engineering
- DARA: Domain- and Relation-aware Adapters Make Parameter-efficient Tuning for Visual Grounding
2024/05/10 by Ting Liu, Xuyang Liu, Liu, Ting +12 · 1 citation
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimedia (cs.MM) #Multimodal Machine Learning Applications