Haotong Qin

1. BiLLM: Pushing the Limit of Post-Training Quantization for LLMs
   2024/02/06 by Wei Huang, Huang, Wei, Yangdong Liu +13 · 19 citations
   Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques
2. Image Fusion via Vision-Language Model
   2024/02/03 by Zixiang Zhao, Lilun Deng, Zhao, Zixiang +19 · 7 citations
   Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification
3. DB-LLM: Accurate Dual-Binarization for Efficient LLMs
   2024/02/19 by Hong Chen, Chengtao Lv, Chen, Hong +19 · 7 citations
   Computer Science · #Natural Language Processing Techniques #Digital Rights Management and Security #Text and Document Classification Technologies
4. A Survey of Low-bit Large Language Models: Basics, Systems, and Algorithms
   2024/09/25 by Ruihao Gong, Gong, Ruihao, Yifu Ding +17 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Speech Recognition and Synthesis #Topic Modeling
5. Diverse Sample Generation: Pushing the Limit of Generative Data-free Quantization
   2021/09/01 by Haotong Qin, Qin, Haotong, Yifu Ding +9 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
6. MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models
   2024/12/16 by Wei Feng, Haotong Qin, Feng, Weilun +17 · 5 citations
   Computer Science · Medicine · #Image and Signal Denoising Methods #Advanced Data Compression Techniques #Advanced MRI Techniques and Applications
7. Towards Real-world X-ray Security Inspection: A High-Quality Benchmark and Lateral Inhibition Module for Prohibited Items Detection
   2021/08/23 by Renshuai Tao, Yanlu Wei, Tao, Renshuai +15 · 2 citations
   Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
8. BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models
   2024/04/08 by Xingyu Zheng, Zheng, Xingyu, Xianglong Liu +16 · 2 citations
   Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Technology and Control Systems
9. Defensive Patches for Robust Recognition in the Physical World
   2022/04/13 by Jiakai Wang, Wang, Jiakai, Zixin Yin +13 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Neural Network Applications
10. ReCalKV: Low-Rank KV Cache Compression via Head Reordering and Offline Calibration
    2025/05/30 by Zhiteng Li, Yan, Xianglong, Li, Zhiteng +9 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Machine Learning in Healthcare
11. PassionSR: Post-Training Quantization with Adaptive Scale in One-Step Diffusion based Image Super-Resolution
    2024/11/26 by Libo Zhu, Jianze Li, Zhu, Libo +11 · 2 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
12. QVGen: Pushing the Limit of Quantized Video Generative Models
    2025/05/16 by Yushi Huang, Ruihao Gong, Huang, Yushi +11 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
13. On-Chip Hardware-Aware Quantization for Mixed Precision Neural Networks
    2023/09/05 by Wei Huang, Haotong Qin, Huang, Wei +10 · 1 citation
    Engineering · #Analog and Mixed-Signal Circuit Design #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
14. Q-VDiT: Towards Accurate Quantization and Distillation of Video-Generation Diffusion Transformers
    2025/05/28 by Weilun Feng, Chuanguang Yang, Feng, Weilun +19 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques #Video Coding and Compression Technologies
15. Low-bit Model Quantization for Deep Neural Networks: A Survey
    2025/05/08 by Kai Liu, Liu, Kai, Qian Zheng +21 · 3 citations
    Computer Science · #Advanced Data Compression Techniques #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
16. Event-Priori-Based Vision-Language Model for Efficient Visual Understanding
    2025/06/09 by Haotong Qin, Qin, Haotong, Cheng Hu +3 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
17. BiDM: Pushing the Limit of Quantization for Diffusion Models
    2024/12/08 by Xingyu Zheng, Xianglong Liu, Zheng, Xingyu +12 · 1 citation
    Engineering · #Advanced Optical Network Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences