Chen, Mengzhao
- OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models
2023/08/25 by Wenqi Shao, Mengzhao Chen, Shao, Wenqi +17 · 59 citations
Computer Science · #Topic Modeling #Speech Recognition and Synthesis
- DanceGRPO: Unleashing GRPO on Visual Generation
2025/05/12 by Xue, Zeyue, Jie Wu, Wu, Jie +15 · 122 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Music Technology and Sound Studies
- EfficientQAT: Efficient Quantization-Aware Training for Large Language Models
2024/07/10 by Mengzhao Chen, Chen, Mengzhao, Wenqi Shao +11 · 29 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- CF-ViT: A General Coarse-to-Fine Method for Vision Transformer
2022/03/08 by Mengzhao Chen, Chen, Mengzhao, Mingbao Lin +11 · 14 citations
Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Advanced Neural Network Applications #Visual Attention and Saliency Detection
- DiffRate : Differentiable Compression Rate for Efficient Vision Transformers
2023/05/29 by Mengzhao Chen, Wenqi Shao, Chen, Mengzhao +15 · 11 citations
Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Visual Attention and Saliency Detection
- BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation
2024/02/18 by Peng Xu, Xu, Peng, Wenqi Shao +15 · 7 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
- Scaling Law for Quantization-Aware Training
2025/05/20 by Mengzhao Chen, Chaoyi Zhang, Chen, Mengzhao +16 · 1 voice · 7 citations
Computer Science · #Neural Networks and Applications
- Model Merging in Pre-training of Large Language Models
2025/05/17 by Li, Yunshui, Ma, Yiyuan, Yan, Shen +23 · 12 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PrefixQuant: Eliminating Outliers by Prefixed Tokens for Large Language Models Quantization
2024/10/07 by Mengzhao Chen, Yi Liu, Chen, Mengzhao +9 · 4 citations
Computer Science · #Neural Networks and Applications #Speech Recognition and Synthesis #Natural Language Processing Techniques
- Fine-grained Data Distribution Alignment for Post-Training Quantization
2021/09/09 by Zhong, Yunshan, Lin, Mingbao, Chen, Mengzhao +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SMMix: Self-Motivated Image Mixing for Vision Transformers
2022/12/26 by Mengzhao Chen, Mingbao Lin, Chen, Mengzhao +9 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Visual Attention and Saliency Detection
- I&S-ViT: An Inclusive & Stable Method for Pushing the Limit of Post-Training ViTs Quantization
2023/11/16 by Zhong, Yunshan, Hu, Jiawei, lin, Mingbao +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Enhance-A-Video: Better Generated Video for Free
2025/02/11 by Luo, Yang, Zhao, Xuanlei, Chen, Mengzhao +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- WorldWeaver: Generating Long-Horizon Video Worlds via Rich Perception
2025/08/21 by Zhiheng Liu, Liu, Zhiheng, Deng, Xueqing +11 · 4 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques
- Parallel Loop Transformer for Efficient Test-Time Computation Scaling
2025/10/28 by Wu, Bohong, Chen, Mengzhao, Luo, Xiang +9 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- INT v.s. FP: A Comprehensive Study of Fine-Grained Low-bit Quantization Formats
2025/10/29 by Chen, Mengzhao, Wu, Meng, Jin, Hui +10 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)