Guoyang Chen

According to our database, Guoyang Chen authored at least 26 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A Classical Architecture For Digital Quantum Computers.

Fang Zhang, Xing Zhu, Rui Chao, Cupjin Huang, Linghang Kong, Guoyang Chen, Dawei Ding, Haishan Feng, Yihuai Gao, Xiaotong Ni, Liwei Qiu, Zhe Wei, Yueming Yang, Yang Zhao, Yaoyun Shi, Weifeng Zhang, Peng Zhou, Jianxin Chen

CoRR, 2023

GIM: Versatile GNN Acceleration with Reconfigurable Processing-in-Memory.

Chen Nie, Guoyang Chen, Weifeng Zhang, Zhezhi He

Proceedings of the 41st IEEE International Conference on Computer Design, 2023

2022

Towards Execution-Efficient LSTMs via Hardware-Guided Grow-and-Prune Paradigm.

Hongxu Yin, Guoyang Chen, Yingmin Li, Shuai Che, Weifeng Zhang, Niraj K. Jha

IEEE Trans. Emerg. Top. Comput., 2022

2021

EGEMM-TC: accelerating scientific computing on tensor cores with extended precision.

Boyuan Feng, Yuke Wang, Guoyang Chen, Weifeng Zhang, Yuan Xie, Yufei Ding

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

Enabling energy-efficient DNN training on hybrid GPU-FPGA accelerators.

Xin He, Jiawen Liu, Zhen Xie, Hao Chen, Guoyang Chen, Weifeng Zhang, Dong Li

Proceedings of the ICS '21: 2021 International Conference on Supercomputing, 2021

Simple Augmentation Goes a Long Way: ADRL for DNN Quantization.

Lin Ning, Guoyang Chen, Weifeng Zhang, Xipeng Shen

Proceedings of the 9th International Conference on Learning Representations, 2021

PIM-DL: Boosting DNN Inference on Digital Processing In-Memory Architectures via Data Layout Optimizations.

Minxuan Zhou, Guoyang Chen, Mohsen Imani, Saransh Gupta, Weifeng Zhang, Tajana Rosing

Proceedings of the 30th International Conference on Parallel Architectures and Compilation Techniques, 2021

2020

iPIM: Programmable In-Memory Image Processing Accelerator Using Near-Bank Architecture.

Peng Gu, Xinfeng Xie, Yufei Ding, Guoyang Chen, Weifeng Zhang, Dimin Niu, Yuan Xie

Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020

Regularized Training and Tight Certification for Randomized Smoothed Classifier with Provable Robustness.

Huijie Feng, Chunpeng Wu, Guoyang Chen, Weifeng Zhang, Yang Ning

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Sionnx: Automatic Unit Test Generator for ONNX Conformance.

Xinli Cai, Peng Zhou, Shuhan Ding, Guoyang Chen, Weifeng Zhang

CoRR, 2019

Hardware-Guided Symbiotic Training for Compact, Accurate, yet Execution-Efficient LSTM.

Hongxu Yin, Guoyang Chen, Yingmin Li, Shuai Che, Weifeng Zhang, Niraj K. Jha

CoRR, 2019

Parallel Training via Computation Graph Transformation.

Fei Wang, Guoyang Chen, Weifeng Zhang, Tiark Rompf

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Footprint modeling of cache associativity and granularity.

Hao Luo, Guoyang Chen, Fangzhou Liu, Pengcheng Li, Chen Ding, Xipeng Shen

Proceedings of the International Symposium on Memory Systems, 2018

2017

Optimizing Data Placement on GPU Memory: A Portable Approach.

Guoyang Chen, Xipeng Shen, Bo Wu, Dong Li

IEEE Trans. Computers, 2017

EffiSha: A Software Framework for Enabling Effficient Preemptive Scheduling of GPU.

Guoyang Chen, Yue Zhao, Xipeng Shen, Huiyang Zhou

Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2017

Efficient support of position independence on non-volatile memory.

Guoyang Chen, Lei Zhang, Richa Budhiraja, Xipeng Shen, Youfeng Wu

Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017

Sweet KNN: An Efficient KNN on GPU through Reconciliation between Redundancy Removal and Regularity.

Guoyang Chen, Yufei Ding, Xipeng Shen

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

2016

Data-centric combinatorial optimization of parallel code.

Hao Luo, Guoyang Chen, Pengcheng Li, Chen Ding, Xipeng Shen

Proceedings of the 21st ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2016

Coherence-Free Multiview: Enabling Reference-Discerning Data Placement on GPU.

Guoyang Chen, Xipeng Shen

Proceedings of the 2016 International Conference on Supercomputing, 2016

Towards Ontology-Based Program Analysis.

Yue Zhao, Guoyang Chen, Chunhua Liao, Xipeng Shen

Proceedings of the 30th European Conference on Object-Oriented Programming, 2016

OpenCL-based erasure coding on heterogeneous architectures.

Guoyang Chen, Huiyang Zhou, Xipeng Shen, Joshua Gahm, Narayan Venkat, Skip Booth, John Marshall

Proceedings of the 27th IEEE International Conference on Application-specific Systems, 2016

2015

Enabling Portable Optimizations of Data Placement on GPU.

Guoyang Chen, Bo Wu, Dong Li, Xipeng Shen

IEEE Micro, 2015

Free launch: optimizing GPU dynamic kernel launches through thread reuse.

Guoyang Chen, Xipeng Shen

Proceedings of the 48th International Symposium on Microarchitecture, 2015

Enabling and Exploiting Flexible Task Assignment on GPU through SM-Centric Program Transformations.

Bo Wu, Guoyang Chen, Dong Li, Xipeng Shen, Jeffrey S. Vetter

Proceedings of the 29th ACM on International Conference on Supercomputing, 2015

2014

PORPLE: An Extensible Optimizer for Portable Data Placement on GPU.

Guoyang Chen, Bo Wu, Dong Li, Xipeng Shen

Proceedings of the 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014

SM-centric transformation: circumventing hardware restrictions for flexible GPU scheduling.

Bo Wu, Guoyang Chen, Dong Li, Xipeng Shen, Jeffrey S. Vetter

Proceedings of the International Conference on Parallel Architectures and Compilation, 2014