vix.ing · top · new · best · stats · spec

Chaojian Li

  1. GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models
    2023/09/19 by Yonggan Fu, Yongan Zhang, Fu, Yonggan +13 · 17 citations
    Computer Science · Engineering · Materials Science · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Software Engineering Research
  2. HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark
    2021/03/19 by Chaojian Li, Zhongzhi Yu, Li, Chaojian +15 · 9 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. Instant-3D: Instant Neural Radiance Field Training Towards On-Device AR/VR 3D Reconstruction
    2023/04/24 by Sixu Li, Chaojian Li, Li, Sixu +13 · 12 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Advanced Vision and Imaging #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
  4. ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design
    2022/10/18 by Haoran You, Zhanyi Sun, You, Haoran +15 · 10 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Visual Attention and Saliency Detection
  5. RT-NeRF: Real-Time On-Device Neural Radiance Fields Towards Immersive AR/VR Rendering
    2022/12/02 by Chaojian Li, Sixu Li, Li, Chaojian +7 · 8 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Advanced Neural Network Applications
  6. Drawing Early-Bird Tickets: Towards More Efficient Training of Deep Networks
    2019/09/26 by Haoran You, You, Haoran, Chaojian Li +15 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
  7. ShiftAddNet: A Hardware-Inspired Deep Network
    2020/10/24 by Haoran You, You, Haoran, Xiaohan Chen +13 · 5 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
  8. Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic AI
    2024/01/02 by Zishen Wan, Wan, Zishen, Che-Kai Liu +17 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Neural Networks and Applications
  9. ViTALiTy: Unifying Low-rank and Sparse Approximation for Vision Transformer Acceleration with a Linear Taylor Attention
    2022/11/09 by Jyotikrishna Dass, Shang Wu, Dass, Jyotikrishna +11 · 5 citations
    Engineering · #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Infrared Target Detection Methodologies #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
  10. Instant-NeRF: Instant On-Device Neural Radiance Field Training via Algorithm-Accelerator Co-Designed Near-Memory Processing
    2023/05/09 by Yang Zhao, Zhao, Yang, Shang Wu +9 · 4 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Optical Imaging Technologies #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
  11. Uni-Render: A Unified Accelerator for Real-Time Rendering Across Diverse Neural Renderers
    2025/03/31 by Chaojian Li, Sixu Li, Li, Chaojian +6 · 6 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis #Virtual Reality Applications and Impacts
  12. FracTrain: Fractionally Squeezing Bit Savings Both Temporally and Spatially for Efficient DNN Training
    2020/12/24 by Yonggan Fu, Haoran You, Fu, Yonggan +13 · 3 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 #Machine Learning and Data Classification
  13. Towards Efficient Neuro-Symbolic AI: From Workload Characterization to Hardware Architecture
    2024/09/20 by Zishen Wan, Wan, Zishen, Che-Kai Liu +29 · 3 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Neural Networks and Applications #Parallel Computing and Optimization Techniques
  14. i-FlatCam: A 253 FPS, 91.49 μJ/Frame Ultra-Compact Intelligent Lensless Camera for Real-Time and Efficient Eye Tracking in VR/AR
    2022/06/15 by Yang Zhao, Ziyun Li, Zhao, Yang +21 · 1 citation
    Engineering · #Advanced Optical Imaging Technologies #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Image Processing Techniques and Applications #Optical Coherence Tomography Applications
  15. MixRT: Mixed Neural Representations For Real-Time NeRF Rendering
    2023/12/19 by Chaojian Li, Bichen Wu, Li, Chaojian +5 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. Scaling Laws of Graph Neural Networks for Atomistic Materials Modeling
    2025/04/10 by Chaojian Li, Zhifan Ye, Li, Chaojian +11 · 2 citations
    Materials Science · #Machine Learning in Materials Science #Electron and X-Ray Spectroscopy Techniques #X-ray Diffraction in Crystallography
  17. Early-Bird Diffusion: Investigating and Leveraging Timestep-Aware Early-Bird Tickets in Diffusion Models for Efficient Training
    2025/04/13 by L. R. Whalen, Zhenbang Du, Whalen, Lexington +8 · 1 citation
    Environmental Science · #Avian ecology and behavior #Species Distribution and Climate Change