Guangyu Sun 0003 - researchr alias

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Viewing Publication 1 - 34 from 34

2024

StreamPIM: Streaming Matrix Computation in Racetrack MemoryYuda An, Yunxiao Tang, Shushu Yi, Li Peng, Xiurui Pan, Guangyu Sun 0003, Zhaochu Luo, Qiao Li, Jie Zhang. hpca 2024: 297-311 [doi]

2023

TileFlow: A Framework for Modeling Fusion Dataflow via Tree-based AnalysisSize Zheng 0001, Siyuan Chen, Siyuan Gao, Liancheng Jia, Guangyu Sun 0003, Runsheng Wang, Yun Liang 0001. micro 2023: 1271-1288 [doi]

Caffeine: Towards Uniformed Representation and Acceleration for Deep Convolutional Neural NetworksChen Zhang 0001, Guangyu Sun 0003, Zhenman Fang, Peipei Zhou 0001, Jason Cong. acmturc 2023: 47-48 [doi]

FD-CNN: A Frequency-Domain FPGA Acceleration Scheme for CNN-Based Image-Processing ApplicationsXiaoyang Wang 0006, Zhe Zhou, Zhihang Yuan, Jingchen Zhu, Yulong Cao, Yao Zhang, Kangrui Sun, Guangyu Sun 0003. tecs, 22(6), November 2023. [doi]

NMExplorer: An Efficient Exploration Framework for DIMM-based Near-Memory Tensor ReductionCong Li, Zhe Zhou, Xingchen Li, Guangyu Sun 0003, Dimin Niu. dac 2023: 1-6 [doi]

COPPER: a combinatorial optimization problem solver with processing-in-memory architectureQiankun Wang, Xingchen Li, Bingzhe Wu, Ke Yang, Wei Hu, Guangyu Sun 0003, Yuchao Yang. jzusc, 24(5):731-741, May 2023. [doi]

Energon: Toward Efficient Acceleration of Transformers Using Dynamic Sparse AttentionZhe Zhou, Junlin Liu, Zhenyu Gu, Guangyu Sun 0003. tcad, 42(1):136-149, 2023. [doi]

Polaris: Enhancing CXL-based Memory Expanders with Memory-side PrefetchingZhe Zhou, Shuotao Xu, Yiqi Chen, Tao Zhang, Ran Shu 0001, Lei Qu, Peng Cheng, Yongqiang Xiong, Guangyu Sun 0003. appt 2024: 19-39 [doi]

DIMM-Link: Enabling Efficient Inter-DIMM Communication for Near-Memory ProcessingZhe Zhou, Cong Li, Fan Yang, Guangyu Sun 0003. hpca 2023: 302-316 [doi]

2022

GNNSampler: Bridging the Gap Between Sampling Algorithms of GNN and HardwareXin Liu 0073, Mingyu Yan, Shuhan Song, Zhengyang Lv, Wenming Li, Guangyu Sun 0003, Xiaochun Ye, Dongrui Fan. pkdd 2023: 498-514 [doi]

A Mapping Model of SNNs to Neuromorphic HardwareXiuping Cui, Xiaochen Hao, Yun Liang 0001, Guangyu Sun 0003, Xiaoxin Cui, Yuan Wang, Ru Huang. aicas 2022: 206-209 [doi]

Flatfish: A Reinforcement Learning Approach for Application-Aware Address MappingXingchen Li, Zhihang Yuan, Yijin Guan, Guangyu Sun 0003, Tao Zhang 0032, Rongshan Wei, Dimin Niu. tcad, 41(11):4758-4770, 2022. [doi]

Tailor: removing redundant operations in memristive analog neural network acceleratorsXingchen Li, Zhihang Yuan, Guangyu Sun 0003, Liang Zhao, Zhichao Lu. dac 2022: 1009-1014 [doi]

Enabling High-Quality Uncertainty Quantification in a PIM Designed for Bayesian Neural NetworkXingchen Li, Bingzhe Wu, Guangyu Sun 0003, Zhe Zhang, Zhihang Yuan, Runsheng Wang, Ru Huang, Dimin Niu, Hongzhong Zheng, Zhichao Lu, Liang Zhao, Meng-Fan Marvin Chang, Tianchan Guan, Xin Si. hpca 2022: 1043-1055 [doi]

The Case for FPGA-Based Edge ComputingChenren Xu, Shuang Jiang, Guojie Luo, Guangyu Sun 0003, Ning An, Gang Huang 0001, Xuanzhe Liu. tmc, 21(7):2610-2619, 2022. [doi]

PTQ4ViT: Post-training Quantization for Vision Transformers with Twin Uniform QuantizationZhihang Yuan, Chenhao Xue, Yiqi Chen, Qiang Wu, Guangyu Sun 0003. eccv 2022: 191-207 [doi]

PIMulator-NN: An Event-Driven, Cross-Level Simulation Framework for Processing-In-Memory-Based Neural Network AcceleratorsQilin Zheng, Xingchen Li, Yijin Guan, Zongwei Wang, YiMao Cai, Yiran Chen 0001, Guangyu Sun 0003, Ru Huang. tcad, 41(12):5464-5475, 2022. [doi]

GNNear: Accelerating Full-Batch Training of Graph Neural Networks with near-Memory ProcessingZhe Zhou, Cong Li, Xuechao Wei, Xiaoyang Wang 0006, Guangyu Sun 0003. IEEEpact 2022: 54-68 [doi]

2021

Reconfigurable ASIC Implementation of Asynchronous Recurrent Neural NetworksSpencer Nelson, Sang Yun Kim, Jia Di, Zhe Zhou, Zhihang Yuan, Guangyu Sun 0003. async 2021: 48-54 [doi]

SSR: A Skeleton-based Synthesis Flow for Hybrid Processing-in-RRAM ModesFeng Wang, Guangyu Sun 0003, Guojie Luo. iccad 2021: 1-9 [doi]

STAR: Synthesis of Stateful Logic in RRAM Targeting High Area UtilizationFeng Wang, Guojie Luo, Guangyu Sun 0003, Jiaxi Zhang, JinFeng Kang, Yuhao Wang, Dimin Niu, Hongzhong Zheng. tcad, 40(5):864-877, 2021. [doi]

NAS4RRAM: neural network architecture search for inference on RRAM-based acceleratorsZhihang Yuan, Jingze Liu, Xingchen Li, Longhao Yan, Haoxiang Chen, Bingzhe Wu, Yuchao Yang, Guangyu Sun 0003. chinaf, 64(6), 2021. [doi]

PipeZK: Accelerating Zero-Knowledge Proof with a Pipelined ArchitectureYe Zhang, Shuo Wang 0009, Xian Zhang, Jiangbin Dong, Xingzhong Mao, Fan Long, Cong Wang, Dong Zhou, Mingyu Gao, Guangyu Sun 0003. isca 2021: 416-428 [doi]

BlockGNN: Towards Efficient GNN Acceleration Using Block-Circulant Weight MatricesZhe Zhou, Bizhao Shi, Zhe Zhang, Yijin Guan, Guangyu Sun 0003, Guojie Luo. dac 2021: 1009-1014 [doi]

2020

Edge-Stream: a Stream Processing Approach for Distributed Applications on a Hierarchical Edge-computing SystemXiaoyang Wang 0006, Zhe Zhou, Ping Han, Tong Meng, Guangyu Sun 0003, Jidong Zhai. ieeesec 2020: 14-27 [doi]

GNN-PIM: A Processing-in-Memory Architecture for Graph Neural NetworksZhao Wang, Yijin Guan, Guangyu Sun 0003, Dimin Niu, Yuhao Wang, Hongzhong Zheng, Yinhe Han. aca 2020: 73-86 [doi]

S2DNAS: Transforming Static CNN Model for Dynamic Inference via Neural Architecture SearchZhihang Yuan, Bingzhe Wu, Guangyu Sun 0003, Zheng Liang, Shiwan Zhao, Weichen Bi. eccv 2020: 175-192 [doi]

Bigflow: A General Optimization Layer for Distributed Computing FrameworksYuncong Zhang, Xiao-yang Wang, Cong Wang, Yao Xu, Jian-Wei Zhang, Xiaodong Lin, Guangyu Sun 0003, Gong-Lin Zheng, Shan-Hui Yin, Xian-Jin Ye, Li Li, Zhan Song, Dong-Dong Miao. jcst, 35(2):453-467, 2020. [doi]

Hardware-assisted Service Live Migration in Resource-limited Edge Computing SystemsZhe Zhou, Xintong Li, Xiaoyang Wang 0006, Zheng Liang, Guangyu Sun 0003, Guojie Luo. dac 2020: 1-6 [doi]

SaFace: Towards Scenario-aware Face Recognition via Edge Computing SystemZhe Zhou, Bingzhe Wu, Zheng Liang, Guangyu Sun 0003, Chenren Xu, Guojie Luo. hotedge 2020: [doi]

Fork Path: Batching ORAM Requests to Remove Redundant Memory AccessesJingchen Zhu, Guangyu Sun 0003, Xian Zhang 0001, Chao Zhang 0007, Weiqi Zhang, Yun Liang 0001, Tao Wang 0004, Yiran Chen, Jia Di. tcad, 39(10):2279-2292, 2020. [doi]

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