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Xiaowen Chu

  1. Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four Minutes
    2018/07/30 by Xianyan Jia, Jia, Xianyan, Shutao Song +26 · 1 voice · 34 citations
    Computer Science · Medicine · #cs.LG #cs.DC #stat.ML
  2. Benchmarking State-of-the-Art Deep Learning Software Tools
    2016/08/25 by Shaohuai Shi, Qiang Wang, Shi, Shaohuai +5 · 1 voice · 6 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Ferroelectric and Negative Capacitance Devices
  3. BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems
    2024/01/31 by Yuxin Wang, Wang, Yuxin, Yuhan Chen +20 · 29 citations
    Computer Science · Engineering · #Advanced Manufacturing and Logistics Optimization #Distributed #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Parallel #Performance (cs.PF) #Service-Oriented Architecture and Web Services #and Cluster Computing (cs.DC)
  4. BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation
    2024/02/16 by Dayou Du, Du, Dayou, Yijia Zhang +11 · 15 citations
    Engineering · #Advancements in Semiconductor Devices and Circuit Design #Semiconductor materials and devices #Advanced Memory and Neural Computing
  5. Dissecting GPU Memory Hierarchy through Microbenchmarking
    2015/09/08 by Xinxin Mei, Mei, Xinxin, Xiaowen Chu +1 · 5 citations
    Computer Science · Engineering · #Advanced Data Storage Technologies #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
  6. Dissecting the NVIDIA Hopper Architecture through Microbenchmarking and Multiple Level Analysis
    2025/01/21 by Weile Luo, Luo, Weile, Ruibo Fan +11 · 2 voices · 4 citations
    Computer Science · #Video Coding and Compression Technologies #Advanced Data Storage Technologies #Embedded Systems Design Techniques
  7. The Impact of GPU DVFS on the Energy and Performance of Deep Learning: an Empirical Study
    2019/05/27 by Zhenheng Tang, Yuxin Wang, Tang, Zhenheng +5 · 5 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Performance (cs.PF)
  8. Benchmarking and Dissecting the Nvidia Hopper GPU Architecture
    2024/02/21 by Weile Luo, Ruibo Fan, Luo, Weile +9 · 10 citations
    Computer Science · #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques
  9. Performance Modeling and Evaluation of Distributed Deep Learning Frameworks on GPUs
    2017/11/16 by Shaohuai Shi, Qiang Wang, Shi, Shaohuai +3 · 1 voice · 1 citation
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques #cs.DC
  10. FADNet: A Fast and Accurate Network for Disparity Estimation
    2020/03/24 by Qiang Wang, Wang, Qiang, Shaohuai Shi +7 · 4 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG)
  11. A Survey and Measurement Study of GPU DVFS on Energy Conservation
    2016/10/06 by Xinxin Mei, Mei, Xinxin, Qiang Wang +3 · 3 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Advanced Data Storage Technologies #Cloud Computing and Resource Management
  12. ExpertFlow: Efficient Mixture-of-Experts Inference via Predictive Expert Caching and Token Scheduling
    2024/10/23 by Xin He, He, Xin, Shunkang Zhang +14 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Seismology and Earthquake Studies
  13. STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs
    2024/08/03 by Po Dong, Lujun Li, Dong, Peijie +18 · 7 citations
    Engineering · #Semiconductor materials and devices #Advancements in Semiconductor Devices and Circuit Design #Advancements in Photolithography Techniques
  14. Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for Large Language Models
    2024/06/05 by Peijie Dong, Lujun Li, Dong, Peijie +11 · 7 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  15. Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference
    2024/05/27 by Shengyuan Ye, Jiangsu Du, Ye, Shengyuan +11 · 6 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Distributed #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Neural Networks and Applications #Parallel #Power Transformer Diagnostics and Insulation #and Cluster Computing (cs.DC)
  16. GPGPU Performance Estimation with Core and Memory Frequency Scaling
    2017/01/19 by Qiang Wang, Xiaowen Chu, Wang, Qiang +1 · 2 citations
    Computer Science · Engineering · #Advanced Data Storage Technologies #FOS: Computer and information sciences #Low-power high-performance VLSI design #Parallel Computing and Optimization Techniques #Performance (cs.PF)
  17. VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting
    2024/03/25 by Yujin Tang, Peijie Dong, Tang, Yujin +7 · 3 citations
    Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Remote Sensing in Agriculture #Satellite Image Processing and Photogrammetry
  18. GossipFL: A Decentralized Federated Learning Framework With Sparsified and Adaptive Communication
    2023/03/01 by Zhenheng Tang, Shaohuai Shi, Bo Li +1 · 2 citations
  19. Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning
    2022/06/06 by Zhenheng Tang, Yonggang Zhang, Tang, Zhenheng +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  20. GPU Accelerated Keccak (SHA3) Algorithm
    2019/02/14 by Canhui Wang, Wang, Canhui, Xiaowen Chu +1 · 1 citation
    Computer Science · #Cryptographic Implementations and Security #Advanced Malware Detection Techniques #Network Security and Intrusion Detection
  21. LPZero: Language Model Zero-cost Proxy Search from Zero
    2024/10/07 by Peijie Dong, Lujun Li, Dong, Peijie +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  22. Communication-Efficient Distributed Deep Learning: A Comprehensive Survey
    2020/03/10 by Zhenheng Tang, Tang, Zhenheng, Shaohuai Shi +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC) #electronic engineering #information engineering
  23. Supervised Learning Based Algorithm Selection for Deep Neural Networks
    2017/02/10 by Shaohuai Shi, Pengfei Xu, Shi, Shaohuai +3 · 1 voice
    Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Machine Learning and ELM #cs.DC #cs.LG
  24. Dissecting the Runtime Performance of the Training, Fine-tuning, and Inference of Large Language Models
    2023/11/07 by Longteng Zhang, Zhang, Longteng, Xiang Liu +19 · 2 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Natural Language Processing Techniques #Performance (cs.PF) #Topic Modeling
  25. Model Quantization and Hardware Acceleration for Vision Transformers: A Comprehensive Survey
    2024/05/01 by Dayou Du, Du, Dayou, Gu Gong +3 · 2 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Performance (cs.PF)
  26. Semantic Integrity Matters: Benchmarking and Preserving High-Density Reasoning in KV Cache Compression
    2025/02/04 by Liu Xiang, Liu, Xiang, Zhenheng Tang +15 · 4 citations
    Computer Science · #Distributed and Parallel Computing Systems
  27. DreamDDP: Accelerating Data Parallel Distributed LLM Training with Layer-wise Scheduled Partial Synchronization
    2025/02/16 by Zhenheng Tang, Tang, Zhenheng, Zichen Tang +17 · 3 citations
    Computer Science · Engineering · Neuroscience · #Brain Tumor Detection and Classification #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Parallel #Robotics and Automated Systems #and Cluster Computing (cs.DC)
  28. FADNet++: Real-Time and Accurate Disparity Estimation with Configurable Networks
    2021/10/06 by Qiang Wang, Wang, Qiang, Shaohuai Shi +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
  29. EASNet: Searching Elastic and Accurate Network Architecture for Stereo Matching
    2022/07/20 by Qiang Wang, Shaohuai Shi, Wang, Qiang +5 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications
  30. Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression
    2025/05/26 by Peijie Dong, Dong, Peijie, Zhenheng Tang +9 · 5 citations
    Economics, Econometrics and Finance · Physics and Astronomy · Computer Science · #Credit Risk and Financial Regulations #Magnetic properties of thin films #Advanced Data Storage Technologies
  31. SphereDepth: Panorama Depth Estimation from Spherical Domain
    2022/08/29 by Qingsong Yan, Yan, Qingsong, Qiang Wang +9 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Optical measurement and interference techniques
  32. FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion
    2024/10/27 by Zhenheng Tang, Yonggang Zhang, Tang, Zhenheng +11 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data
  33. DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining
    2023/02/24 by Zhang Li, Shaohuai Shi, Zhang, Lin +9 · 1 citation
    Computer Science · Engineering · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  34. Evaluation and Optimization of Gradient Compression for Distributed Deep Learning
    2023/06/15 by Lin Zhang, Zhang, Lin, Longteng Zhang +7 · 1 citation
    Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Parallel #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  35. Parm: Efficient Training of Large Sparsely-Activated Models with Dedicated Schedules
    2024/06/30 by Pan, Xinglin, Lin, Wenxiang, Shaohuai Shi +7 · 2 citations
    Computer Science · #Machine Learning and Algorithms #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques
  36. FlowKV: Enhancing Multi-Turn Conversational Coherence in LLMs via Isolated Key-Value Cache Management
    2025/05/21 by Xiang Liu, Hong Chen, Liu, Xiang +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services #Speech and dialogue systems
  37. Generating and Evolving Reward Functions for Highway Driving with Large Language Models
    2024/06/15 by Xu Han, Qiannan Yang, Han, Xu +7 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Robotics (cs.RO) #Topic Modeling #Traffic Prediction and Management Techniques
  38. Accelerating AIGC Services with Latent Action Diffusion Scheduling in Edge Networks
    2024/12/24 by Changfu Xu, Jianxiong Guo, Xu, Changfu +13 · 2 citations
    Computer Science · Medicine · Neuroscience · #Brain Tumor Detection and Classification #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Parallel #and Cluster Computing (cs.DC)
  39. SphereFusion: Efficient Panorama Depth Estimation via Gated Fusion
    2025/02/09 by Qingsong Yan, Qiang Wang, Yan, Qingsong +11 · 1 citation
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Optical measurement and interference techniques
  40. DRNOISE: Benchmarking Deep Research Agents in Misleading Evidence Environments
    2026/07/19 by Jun Nie, Zhiqin Yang, Zhenheng Tang +4
    #cs.LG #cs.CL #cs.IR
  41. Memory-Augmented Multimodal Large Language Models for Small Object Understanding in Streaming Aerial Videos
    2026/07/22 by Penglei Sun, Yehua Huang, Zhuoli Tao +8
    #cs.CV #cs.AI