Quan Chen

Best Publications

• Federated Learning on Non-IID Data Silos: An Experimental Study

  Unknown

  1362
  Citations

• Hypervision Across Worlds: Real-time Kernel Protection from the ARM TrustZone Secure World

  Ahmed M. Azab;Peng Ning;Jitesh Shah;Quan Chen

  343
  Citations

• DLFuzz: differential fuzzing testing of deep learning systems

  Unknown

  283
  Citations

• The Serverless Computing Survey: A Technical Primer for Design Architecture

  Unknown

  191
  Citations

• DjiNN and Tonic: DNN as a service and its implications for future warehouse scale computers

  Johann Hauswald;Yiping Kang;Michael A. Laurenzano;Quan Chen

  190
  Citations

• Cold-Start Recommendation Using Bi-Clustering and Fusion for Large-Scale Social Recommender Systems

  Daqiang Zhang;Ching-Hsien Hsu;Min Chen;Quan Chen

  155
  Citations

• Semantic Human Matting

  Unknown

  146
  Citations

• Prophet: Precise QoS Prediction on Non-Preemptive Accelerators to Improve Utilization in Warehouse-Scale Computers

  Quan Chen;Hailong Yang;Minyi Guo;Ram Srivatsa Kannan

  145
  Citations

• Adaptive Resource Efficient Microservice Deployment in Cloud-Edge Continuum

  Kaihua Fu;Wei Zhang;Quan Chen;Deze Zeng

  139
  Citations

• Baymax: QoS Awareness and Increased Utilization for Non-Preemptive Accelerators in Warehouse Scale Computers

  Quan Chen;Hailong Yang;Jason Mars;Lingjia Tang

  125
  Citations

• Cloud computing and its key techniques

  Unknown

  104
  Citations

• FaaSFlow: enable efficient workflow execution for function-as-a-service

  Unknown

  100
  Citations

• Weighted Feature Pyramid Networks for Object Detection

  Unknown

  89
  Citations

• Blockchain-Aided Edge Computing Market: Smart Contract and Consensus Mechanisms

  Unknown

  67
  Citations

• VELTAIR: towards high-performance multi-tenant deep learning services via adaptive compilation and scheduling

  Unknown

  65
  Citations

• CATS: cache aware task-stealing based on online profiling in multi-socket multi-core architectures

  Quan Chen;Minyi Guo;Zhiyi Huang

  61
  Citations

• DCCF: Deep Comprehensible Color Filter Learning Framework for High-Resolution Image Harmonization

  Unknown

  58
  Citations

• Enable simultaneous DNN services based on deterministic operator overlap and precise latency prediction

  Weihao Cui;Han Zhao;Quan Chen;Ningxin Zheng

  57
  Citations

• QoS-Aware and Resource Efficient Microservice Deployment in Cloud-Edge Continuum

  Kaihua Fu;Wei Zhang;Quan Chen;Deze Zeng

  44
  Citations

• CNN-based intelligent safety surveillance in green IoT applications

  Wengang Cao;Jianing Zhang;Changxin Cai;Quan Chen

  40
  Citations