Zhongming Yu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 22

Top Topics

Matrix Multiplication

Recommender Systems

Top Venues

IEEE Trans. Circuits Syst. II Express Briefs

IEEE Trans. Cybern.

Publications

Zhongming Yu, Genghan Zhang, Hanxian Huang, Xin Chen, Jishen Zhao
GeoT: Tensor Centric Library for Graph Neural Network via Efficient Segment Reduction on GPU. CoRR (2024)
Zhongming Yu, Yue Sun, Xin Dai
Study on Stability for Interconnected Uncertain Fractional-Order Systems Based on Vector-Bounded Technique. IEEE Trans. Circuits Syst. II Express Briefs 71 (2) (2024)
Haotian Tang, Shang Yang, Zhijian Liu, Ke Hong, Zhongming Yu, Xiuyu Li, Guohao Dai, Yu Wang, Song Han
TorchSparse++: Efficient Point Cloud Engine. CVPR Workshops (2023)
Tianyu Fu, Chiyue Wei, Zhenhua Zhu, Shang Yang, Zhongming Yu, Guohao Dai, Huazhong Yang, Yu Wang
CLAP: Locality Aware and Parallel Triangle Counting with Content Addressable Memory. DATE (2023)
Haotian Tang, Shang Yang, Zhijian Liu, Ke Hong, Zhongming Yu, Xiuyu Li, Guohao Dai, Yu Wang, Song Han
TorchSparse++: Efficient Training and Inference Framework for Sparse Convolution on GPUs. CoRR (2023)
Ke Hong, Zhongming Yu, Guohao Dai, Xinhao Yang, Yaoxiu Lian, Zehao Liu, Ningyi Xu, Yuhan Dong, Yu Wang
Exploiting Hardware Utilization and Adaptive Dataflow for Efficient Sparse Convolution in 3D Point Clouds. MLSys (2023)
Zhongming Yu, Guohao Dai, Shang Yang, Genghan Zhang, Hengrui Zhang, Feiwen Zhu, June Yang, Jishen Zhao, Yu Wang
HyperGef: A Framework Enabling Efficient Fusion for Hypergraph Neural Network on GPUs. MLSys (2023)
Haotian Tang, Shang Yang, Zhijian Liu, Ke Hong, Zhongming Yu, Xiuyu Li, Guohao Dai, Yu Wang, Song Han
TorchSparse++: Efficient Training and Inference Framework for Sparse Convolution on GPUs. MICRO (2023)
Yukuo Cen, Zhenyu Hou, Yan Wang, Qibin Chen, Yizhen Luo, Zhongming Yu, Hengrui Zhang, Xingcheng Yao, Aohan Zeng, Shiguang Guo, Yuxiao Dong, Yang Yang, Peng Zhang, Guohao Dai, Yu Wang, Chang Zhou, Hongxia Yang, Jie Tang
CogDL: A Comprehensive Library for Graph Deep Learning. WWW (2023)
Genghan Zhang, Yuetong Zhao, Yanting Tao, Zhongming Yu, Guohao Dai, Sitao Huang, Yuan Wen, Pavlos Petoumenos, Yu Wang
Sgap: towards efficient sparse tensor algebra compilation for GPU. CCF Trans. High Perform. Comput. 5 (2) (2023)
Shenggan Cheng, Ruidong Wu, Zhongming Yu, Bin-Rui Li, Xiwen Zhang, Jian Peng, Yang You
FastFold: Reducing AlphaFold Training Time from 11 Days to 67 Hours. CoRR (2022)
Guohao Dai, Guyue Huang, Shang Yang, Zhongming Yu, Hengrui Zhang, Yufei Ding, Yuan Xie, Huazhong Yang, Yu Wang
Heuristic adaptability to input dynamics for SpMM on CPUs. DAC (2022)
Hengrui Zhang, Zhongming Yu, Guohao Dai, Guyue Huang, Yufei Ding, Yuan Xie, Yu Wang
Understanding GNN Computational Graph: A Coordinated Computation, IO, and Memory Perspective. MLSys (2022)
Genghan Zhang, Yuetong Zhao, Yanting Tao, Zhongming Yu, Guohao Dai, Sitao Huang, Yuan Wen, Pavlos Petoumenos, Yu Wang
Sgap: Towards Efficient Sparse Tensor Algebra Compilation for GPU. CoRR (2022)
Guohao Dai, Guyue Huang, Shang Yang, Zhongming Yu, Hengrui Zhang, Yufei Ding, Yuan Xie, Huazhong Yang, Yu Wang
Heuristic Adaptability to Input Dynamics for SpMM on GPUs. CoRR (2022)
Zhongming Yu, Yue Sun, Xin Dai, Xiaojie Su
Decentralized Time-Delay Control Using Partial Variables With Measurable States for a Class of Interconnected Systems With Time Delays. IEEE Trans. Cybern. 52 (10) (2022)
Zhongming Yu, Yue Sun, Xin Dai
Decentralized partial-variable periodic intermittent control for a class of interconnected fractional-order systems. J. Frankl. Inst. 359 (2) (2022)
Yuwei Hu, Jiajie Li, Zhongming Yu, Zhiru Zhang
Benchmarking GNN-Based Recommender Systems on Intel Optane Persistent Memory. CoRR (2022)
Zhongming Yu, Yue Sun, Xin Dai
Stability and Stabilization of the Fractional-Order Power System With Time Delay. IEEE Trans. Circuits Syst. II Express Briefs 68 (11) (2021)
Zhongming Yu, Yue Sun, Xin Dai
Stability Analysis of a Class of Fractional-Order Nonlinear Systems Under Unknown Stochastic Disturbance and Actuator Saturation. IEEE Trans. Circuits Syst. II Express Briefs 68 (10) (2021)
Hengrui Zhang, Zhongming Yu, Guohao Dai, Guyue Huang, Yufei Ding, Yuan Xie, Yu Wang
Understanding GNN Computational Graph: A Coordinated Computation, IO, and Memory Perspective. CoRR (2021)
Zhongming Yu, Guohao Dai, Guyue Huang, Yu Wang, Huazhong Yang
Exploiting Online Locality and Reduction Parallelism for Sampled Dense Matrix Multiplication on GPUs. ICCD (2021)