Analysis and Optimization of GNN-Based Recommender Systems on Persistent Memory
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TorchSparse++: Efficient Training and Inference Framework for Sparse Convolution on GPUs
Tang, Haotian, Yang, Shang, Liu, Zhijian, Hong, Ke, Yu, Zhongming, Li, Xiuyu, Dai, Guohao, Wang, Yu, Han, Song
Published in 2023 56th IEEE/ACM International Symposium on Microarchitecture (MICRO) (28.10.2023)
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Published in 2023 56th IEEE/ACM International Symposium on Microarchitecture (MICRO) (28.10.2023)
Conference Proceeding
Sgap: Towards Efficient Sparse Tensor Algebra Compilation for GPU
Zhang, Genghan, Zhao, Yuetong, Tao, Yanting, Yu, Zhongming, Dai, Guohao, Huang, Sitao, Yuan, Wen, Petoumenos, Pavlos, Wang, Yu
Published in arXiv.org (09.01.2023)
Published in arXiv.org (09.01.2023)
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TorchSparse++: Efficient Training and Inference Framework for Sparse Convolution on GPUs
Tang, Haotian, Shang, Yang, Liu, Zhijian, Hong, Ke, Yu, Zhongming, Li, Xiuyu, Dai, Guohao, Wang, Yu, Song, Han
Published in arXiv.org (25.10.2023)
Published in arXiv.org (25.10.2023)
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Understanding GNN Computational Graph: A Coordinated Computation, IO, and Memory Perspective
Zhang, Hengrui, Yu, Zhongming, Dai, Guohao, Huang, Guyue, Ding, Yufei, Xie, Yuan, Wang, Yu
Published in arXiv.org (18.10.2021)
Published in arXiv.org (18.10.2021)
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TorchSparse++: Efficient Point Cloud Engine
Tang, Haotian, Yang, Shang, Liu, Zhijian, Hong, Ke, Yu, Zhongming, Li, Xiuyu, Dai, Guohao, Wang, Yu, Han, Song
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2023)
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Conference Proceeding
FastFold: Reducing AlphaFold Training Time from 11 Days to 67 Hours
Cheng, Shenggan, Zhao, Xuanlei, Lu, Guangyang, Fang, Jiarui, Yu, Zhongming, Tian, Zheng, Wu, Ruidong, Zhang, Xiwen, Peng, Jian, Yang, You
Published in arXiv.org (05.02.2023)
Published in arXiv.org (05.02.2023)
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Heuristic Adaptability to Input Dynamics for SpMM on GPUs
Dai, Guohao, Huang, Guyue, Shang, Yang, Yu, Zhongming, Zhang, Hengrui, Ding, Yufei, Xie, Yuan, Yang, Huazhong, Wang, Yu
Published in arXiv.org (17.02.2022)
Published in arXiv.org (17.02.2022)
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Robust stochastic stability of ICPT system under small Gauss random excitation
Yu, Zhongming, Dai, Xin, Sun, Yue, Liao, Zhijuan, Ye, Zhaohong
Published in 2018 Chinese Automation Congress (CAC) (01.11.2018)
Published in 2018 Chinese Automation Congress (CAC) (01.11.2018)
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Conference Proceeding
CogDL: A Comprehensive Library for Graph Deep Learning
Cen, Yukuo, Hou, Zhenyu, Wang, Yan, Chen, Qibin, Luo, Yizhen, Yu, Zhongming, Zhang, Hengrui, Yao, Xingcheng, Zeng, Aohan, Guo, Shiguang, Dong, Yuxiao, Yang, Yang, Zhang, Peng, Dai, Guohao, Wang, Yu, Zhou, Chang, Yang, Hongxia, Tang, Jie
Published in arXiv.org (17.04.2023)
Published in arXiv.org (17.04.2023)
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Liquid surface location of transparent container based on visual analysis
Feng, Fujian, Wang, Lin, Tan, Mian, Yu, Zhongming
Published in 2017 First International Conference on Electronics Instrumentation & Information Systems (EIIS) (01.06.2017)
Published in 2017 First International Conference on Electronics Instrumentation & Information Systems (EIIS) (01.06.2017)
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