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Guyue Huang
Guyue Huang
Adresse e-mail validée de ucsb.edu - Page d'accueil
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Machine learning for electronic design automation: A survey
G Huang, J Hu, Y He, J Liu, M Ma, Z Shen, J Wu, Y Xu, H Zhang, K Zhong, ...
ACM Transactions on Design Automation of Electronic Systems (TODAES) 26 (5 …, 2021
532021
GE-SpMM: General-purpose Sparse Matrix-Matrix Multiplication on GPUs for Graph Neural Networks
G Huang, G Dai, W Yu, Y Huazhong
Proceedings of the International Conference for High Performance Computing …, 2020
252020
Understanding GNN Computational Graph: A Coordinated Computation, IO, and Memory Perspective
H Zhang, Z Yu, G Dai, G Huang, Y Ding, Y Xie, Y Wang
Proceedings of Machine Learning and Systems 4, 467-484, 2022
12022
Exploiting Online Locality and Reduction Parallelism for Sampled Dense Matrix Multiplication on GPUs
Z Yu, G Dai, G Huang, Y Wang, H Yang
2021 IEEE 39th International Conference on Computer Design (ICCD), 567-574, 2021
12021
Shfl-BW: Accelerating Deep Neural Network Inference with Tensor-Core Aware Weight Pruning
G Huang, H Li, M Qin, F Sun, Y Ding, Y Xie
arXiv preprint arXiv:2203.05016, 2022
2022
Heuristic Adaptability to Input Dynamics for SpMM on GPUs
G Dai, G Huang, S Yang, Z Yu, H Zhang, Y Ding, Y Xie, H Yang, Y Wang
arXiv preprint arXiv:2202.08556, 2022
2022
Efficient Sparse Matrix Kernels based on Adaptive Workload-Balancing and Parallel-Reduction
G Huang, G Dai, Y Wang, Y Ding, Y Xie
arXiv preprint arXiv:2106.16064, 2021
2021
Low-power in-pixel buffer circuit for smart image sensor
Q Li, H Zhu, G Huang, Z Yu, F Qiao, Q Wei, X Liu, H Yang
Sensor Review, 2020
2020
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