Wei Niu
- Coexpression Networks Implicate Human Midfetal Deep Cortical Projection Neurons in the Pathogenesis of Autism
2013/11/01 by A. Jeremy Willsey, A. Jeremy Willsey, Stephan J. Sanders +47 · 16 citations
Neuroscience · Biochemistry, Genetics and Molecular Biology · #Autism Spectrum Disorder Research #Genetics and Neurodevelopmental Disorders #Neuroscience and Neural Engineering
- SparCL: Sparse Continual Learning on the Edge
2022/09/20 by Zifeng Wang, Wang, Zifeng, Zheng Zhan +16 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #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
- Achieving on-Mobile Real-Time Super-Resolution with Neural Architecture and Pruning Search
2021/08/18 by Zheng Zhan, Yifan Gong, Zhan, Zheng +21 · 6 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #electronic engineering #information engineering
- YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design
2020/09/12 by Yuxuan Cai, Hongjia Li, Cai, Yuxuan +13 · 6 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization
- MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge
2021/10/26 by Geng Yuan, Yuan, Geng, Xiaolong Ma +29 · 5 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural and Evolutionary Computing (cs.NE) #Stochastic Gradient Optimization Techniques
- Exploring Token Pruning in Vision State Space Models
2024/09/27 by Zheng Zhan, Zhan, Zheng, Zhenglun Kong +19 · 12 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition
2020/02/19 by Peiyan Dong, Dong, Peiyan, Siyue Wang +19 · 4 citations
Computer Science · #Advanced Neural Network Applications #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural Networks and Applications #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers
2024/12/17 by Xuan Shen, Zhao Song, Shen, Xuan +27 · 8 citations
Computer Science · #Neural Networks and Applications
- GaussianSpa: An "Optimizing-Sparsifying" Simplification Framework for Compact and High-Quality 3D Gaussian Splatting
2024/11/09 by Y Victoria Zhang, Wenqi Jia, Zhang, Yangming +5 · 6 citations
Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Processing and 3D Reconstruction
- Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution
2022/07/25 by Yu‐Shu Wu, Wu, Yushu, Yifan Gong +17 · 3 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- GRIM: A General, Real-Time Deep Learning Inference Framework for Mobile Devices based on Fine-Grained Structured Weight Sparsity
2021/08/25 by Wei Niu, Niu, Wei, Zhengang Li +15 · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Machine Learning (cs.LG)
- An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices
2020/01/20 by Xiaolong Ma, Wei Niu, Ma, Xiaolong +19 · 2 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM
- Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting
2023/03/15 by Gen Li, Jie Ji, Li, Gen +13 · 2 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #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 #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #electronic engineering #information engineering
- Fast and Memory-Efficient Video Diffusion Using Streamlined Inference
2024/11/02 by Zhan Zheng, Zhan, Zheng, Yu‐Shu Wu +17 · 4 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
- Survey: Exploiting Data Redundancy for Optimization of Deep Learning
2022/08/29 by Jou-An Chen, Wei Niu, Chen, Jou-An +7 · 1 citation
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- AdaCM2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction
2024/11/19 by Yuanbin Man, Ying Huang, Man, Yuanbin +9 · 2 citations
Computer Science · #Advanced Data Compression Techniques #Image and Signal Denoising Methods #Advanced Image Processing Techniques
- NeurLZ: An Online Neural Learning-Based Method to Enhance Scientific Lossy Compression
2024/09/09 by Wenqi Jia, Jia, Wenqi, Zhewen Hu +20 · 3 citations
Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Neural Networks and Applications #Parallel #and Cluster Computing (cs.DC)
- Molecular mechanisms governing different pharmacokinetics of ginsenosides and potential for ginsenoside‐perpetrated herb–drug interactions on OATP 1 B 3
2014/10/09 by Rongrong Jiang, Jiajia Dong, Xiuxue Li +8 · 23 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Ginseng Biological Effects and Applications #Drug Transport and Resistance Mechanisms #Traditional Chinese Medicine Analysis
- GWLZ: A Group-wise Learning-based Lossy Compression Framework for Scientific Data
2024/04/20 by Wenqi Jia, Sian Jin, Jia, Wenqi +9 · 1 citation
Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Data Mining Algorithms and Applications #Scientific Computing and Data Management
- RCR-Router: Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memory
2025/08/06 by Jun Liu, Zhenglun Kong, Liu, Jun +26 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications