Guyue Huang (黄古玥)


Guyue received her B.E. in Electronic Engineering from Tsinghua University in June 2020. Her research interests are graph processing frameworks, GNN acceleration, GPU programming and architecture.

Contact

Email: hguyue1☺outlook·NOSPAMMINGcom

Selected Publications


Preprints

  • Guyue Huang, Guohao Dai, Yu Wang, Yufei Ding and Yuan Xie, Efficient Sparse Matrix Kernels based on Adaptive Workload-Balancing and Parallel-Reduction , in ACM Student Research Competition 2020-2021, 2021. pdf
  • Guyue Huang, Guohao Dai, Yu Wang and Huazhong Yang, GE-SpMM: General-purpose Sparse Matrix-Matrix Multiplication on GPUs for Graph Neural Networks , in https://arxiv.org/abs/2007.03179, 2020. pdf

Journal Articles

  • Guyue Huang*, Jingbo Hu*, Yifan He*, Jialong Liu*, Mingyuan Ma*, Chaoyang Shen*, Juejian Wu*, Yuanfan Xu*, Hengrui Zhang*, Kai Zhong*, Xuefei Ning, Yuzhe Ma, Haoyu Yang, Bei Yu, Huazhong Yang, and Yu Wang, Machine Learning for Electronic Design Automation: A Survey , to appear in TODAES, 2021. pdf slide

Conference Papers

  • Guyue Huang, Guohao Dai, Yu Wang and Huazhong Yang, GE-SpMM: General-purpose Sparse Matrix-Matrix Multiplication on GPUs for Graph Neural Networks , in The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC), 2020. pdf
  • Guyue Huang, Guohao Dai, Yu Wang and Huazhong Yang, Towards Fast Graph Neural Network Training with Efficient and Framework-Compatible Sparse-Dense Matrix Multiplication , in MICRO-53 Student Research Competition (SRC), 2020. pdf

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