Publications

Klotski v2: Improved DNN Model Orchestration Framework for Dataflow Architecture Accelerators
Chen Bai, Xuechao Wei, Youwei Zhuo, Yi Cai, Hongzhong Zheng, Bei Yu, Yuan Xie
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD)
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HydraRPC: RPC in the CXL Era
Teng Ma, Zheng Liu, Chengkun Wei, Jialiang Huang, Youwei Zhuo, Haoyu Li, Ning Zhang, Yijin Guan, Dimin Niu, Mingxing Zhang, Tao Ma
2024 USENIX Annual Technical Conference (USENIX ATC 24)
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Klotski: DNN Model Orchestration Framework for Dataflow Architecture Accelerators
Chen Bai, Xuechao Wei, Youwei Zhuo, Yi Cai, Hongzhong Zheng, Bei Yu, Yuan Xie
2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD)
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Distributed Graph Processing System and Processing-in-memory Architecture with Precise Loop-carried Dependency Guarantee
Youwei Zhuo, Jingji Chen, Gengyu Rao, Qinyi Luo, Yanzhi Wang, Hailong Yang, Depei Qian, Xuehai Qian
ACM Transactions on Computer Systems (TOCS)
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SympleGraph: distributed graph processing with precise loop-carried dependency guarantee
Youwei Zhuo, Jingji Chen, Qinyi Luo, Yanzhi Wang, Hailong Yang, Depei Qian, Xuehai Qian
Proceedings of the 41st ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI)
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Prague: High-Performance Heterogeneity-Aware Asynchronous Decentralized Training
Qinyi Luo, Jiaao He, Youwei Zhuo, Xuehai Qian
Proceedings of the Twenty-Fifth International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)
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AccPar: Tensor Partitioning for Heterogeneous Deep Learning Accelerators
Linghao Song, Fan Chen, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen
2020 IEEE International Symposium on High Performance Computer Architecture (HPCA)
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HyPar: Towards Hybrid Parallelism for Deep Learning Accelerator Array
Linghao Song, Jiachen Mao, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen
2019 IEEE International Symposium on High Performance Computer Architecture (HPCA)
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Hop: Heterogeneity-aware Decentralized Training
Qinyi Luo, Jinkun Lin, Youwei Zhuo, Xuehai Qian
Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)
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GraphQ: Scalable PIM-Based Graph Processing
Youwei Zhuo, Chao Wang, Mingxing Zhang, Rui Wang, Dimin Niu, Yanzhi Wang, Xuehai Qian
Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO)
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E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs
Zhe Li, Caiwen Ding, Siyue Wang, Wujie Wen, Youwei Zhuo, Chang Liu, Qinru Qiu, Wenyao Xu, Xue Lin, Xuehai Qian, Yanzhi Wang
2019 IEEE International Symposium on High Performance Computer Architecture (HPCA)
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Wonderland: A Novel Abstraction-Based Out-Of-Core Graph Processing System
Mingxing Zhang, Yongwei Wu, Youwei Zhuo, Xuehai Qian, Chengying Huan, Kang Chen
Proceedings of the Twenty-Third International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)
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Performance Evaluation and Optimization of HBM-Enabled GPU for Data-Intensive Applications
Maohua Zhu, Youwei Zhuo, Chao Wang, Wenguang Chen, Yuan Xie
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
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GraphR: Accelerating Graph Processing Using ReRAM
Linghao Song, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen
2018 IEEE International Symposium on High Performance Computer Architecture (HPCA)
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GraphP: Reducing Communication for PIM-Based Graph Processing with Efficient Data Partition
Mingxing Zhang, Youwei Zhuo, Chao Wang, Mingyu Gao, Yongwei Wu, Kang Chen, Christos Kozyrakis, Xuehai Qian
2018 IEEE International Symposium on High Performance Computer Architecture (HPCA)
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CSE: parallel finite state machines with convergence set enumeration
Youwei Zhuo, Jinglei Cheng, Qinyi Luo, Jidong Zhai, Yanzhi Wang, Zhongzhi Luan, Xuehai Qian
Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO)
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Scalable Graph Traversal on Sunway TaihuLight with Ten Million Cores
Heng Lin, Xiongchao Tang, Bowen Yu, Youwei Zhuo, Wenguang Chen, Jidong Zhai, Wanwang Yin, Weimin Zheng
2017 IEEE International Parallel and Distributed Processing Symposium (IPDPS)
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Performance evaluation and optimization of HBM-enabled GPU for data-intensive applications
Maohua Zhu, Youwei Zhuo, Chao Wang, Wenguang Chen, Yuan Xie
Proceedings of the Conference on Design, Automation & Test in Europe (DATE)
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CirCNN: accelerating and compressing deep neural networks using block-circulant weight matrices
Caiwen Ding, Siyu Liao, Yanzhi Wang, Zhe Li, Ning Liu, Youwei Zhuo, Chao Wang, Xuehai Qian, Yu Bai, Geng Yuan, Xiaolong Ma, Yipeng Zhang, Jian Tang, Qinru Qiu, Xue Lin, Bo Yuan
Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO)
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