Publications

Curriculum Vitae        Google Scholar  

Papers

  1. Binghao Chen, Han Zhao, Weihao Cui, Yifu He, Shulai Zhang, Quan Chen, Zijun Li, Minyi Guo. Maximizing the Utilization of GPUs Used by Cloud Gaming through Adaptive Co-location with Combo .( SoCC 2023 ). pdf
  2. Han Zhao, Weihao Cui, Quan Chen, Jingwen Leng, Deze Zeng, Minyi Guo. Improving Cluster Utilization through Adaptive Resource Management for DNN and CPU Jobs Co-location .( TC 2023 ). pdf
  3. Weihao Cui, Zhenhua Han, Lingji Ouyang, Yichuan Wang, Ningxin Zheng, Lingxiao Ma, Yuqing Yang, Fan Yang, Jilong Xue, Lili Qiu, Lidong Zhou, Quan Chen, Haisheng Tan, Minyi Guo. Optimizing Dynamic Neural Networks with Brainstorm .( OSDI 2023 ). pdf
  4. Yangjie Zhou, Yaoxu Song, Jingwen Leng, Zihan Liu, Weihao Cui, Zhendong Zhang, Cong Guo, Quan Chen, Li Li, Minyi Guo. AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs .( CF 2023 ). pdf
  5. Han Zhao, Weihao Cui , Quan Chen, Minyi Guo. ISPA: Exploiting Intra-SM Parallelism in GPUs via Fine-grained Resource Management .( TC 2022 ). pdf
  6. Weihao Cui, Han Zhao, Quan Chen, Hao Wei, Zirui Li, Deze Zeng, Chao Li, Minyi Guo. DVABatch: Diversity-aware Multi-Entry Multi-Exit Batching for Efficient Processing of DNN Services on GPUs .( ATC 2022 ). pdf
  7. Shulai Zhang, Weihao Cui, Quan Chen, Zhengnian Zhang, Yue Guan, Jingwen Leng, Chao Li, Minyi Guo. PAME: Precision-Aware Multi-Exit DNN Serving for Reducing Latencies of Batched Inferences .( ICS 2022 ). pdf
  8. Han Zhao, Weihao Cui, Quan Chen, Youtao Zhang, Yanchao Lu, Chao Li, Jingwen Leng, Minyi Guo. Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS .( HPCA 2022 ). pdf
  9. Weihao Cui, Han Zhao, Quan Chen, Ningxin Zheng, Jingwen Leng, Jieru Zhao, Zhuo Song, Tao Ma, Yong Yang, Chao Li, Minyi Guo. Enable Simultaneous DNN Services Based on Deterministic Operator Overlap and Precise Latency Prediction .( SC 2021 ). pdf
  10. Han Zhao, Weihao Cui , Quan Chen, Jieru Zhao, Jingwen Leng, Minyi Guo. Exploiting Intra-SM Parallelism in GPUs via Persistent and Elastic Blocks .( ICCD 2021 ). pdf
  11. Wei Zhang, Quan Chen, Ningxin Zheng, Weihao Cui, Kaihua Fu, Minyi Guo. Toward QoS-Awareness and Improved Utilization of Spatial Multitasking GPUs .( TC 2021 ). pdf
  12. Weihao Cui, Quan Chen, Han Zhao, Mengze Wei, Xiaoxin Tang, and Minyi Guo. E2bird: Enhanced Elastic Batch for Improving Responsiveness and Throughput of Deep Learning Services .( TPDS 2020 ). pdf
  13. Han Zhao, Weihao Cui, Quan Chen, Jingwen Leng, Kai Yu, Deze Zeng, Chao Li, Minyi Guo. CODA: Improving Resource Utilization by Slimming and Co-locating DNN and CPU Jobs .( ICDCS 2020 ). pdf
  14. Weihao Cui, Mengze Wei, Quan Chen, Xiaoxin Tang, Jingwen Leng, Li Li, Mingyi Guo. Ebird: Elastic Batch for Improving Responsiveness and Throughput of Deep Learning Services .( ICCD 2019 ). pdf
  15. Wei Zhang, Weihao Cui, Kaihua Fu, Quan Chen, Daniel Edward Mawhirter, Bo Wu, Chao Li, Minyi Guo. Laius: Towards Latency Awareness and Improved Utilization of Spatial Multitasking Accelerators in Datacenters .( ICS 2019 ). pdf
No matching items