Weifeng Zhang

Most-cited papers

iPIM: Programmable In-Memory Image Processing Accelerator Using Near-Bank Architecture
P. Gu, Xinfeng Xie, Yu-Fei Ding, Guoyang Chen +3 more
2020International Symposium on Computer Architecture92 citations
Semantic Scholar
EGEMM-TC: accelerating scientific computing on tensor cores with extended precision
Boyuan Feng, Yu-Ke Wang, Guoyang Chen, Weifeng Zhang +2 more
2021ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming52 citations Open access
Semantic Scholar
Software-Defined Design Space Exploration for an Efficient DNN Accelerator Architecture
Y. Yu, Yingmin Li, Shuai Che, N. K. Jha +1 more
2019IEEE transactions on computers23 citations Open access
Semantic Scholar
A Classical Architecture for Digital Quantum Computers
Fang Zhang, Xing Zhu, R. Chao, Cupjin Huang +14 more
2023ACM Transactions on Quantum Computing21 citations Open access
Semantic Scholar
N3H-Core: Neuron-designed Neural Network Accelerator via FPGA-based Heterogeneous Computing Cores
Yu Gong, Zhi-Hang Xu, Zhezhi He, Weifeng Zhang +3 more
2021Symposium on Field Programmable Gate Arrays20 citations Open access
Semantic Scholar
Enabling energy-efficient DNN training on hybrid GPU-FPGA accelerators
Xin He, Jia-Wen Liu, Zhen Xie, Hao Chen +3 more
2021International Conference on Supercomputing17 citations
Semantic Scholar
Regularized Training and Tight Certification for Randomized Smoothed Classifier with Provable Robustness
Huijie Feng, Chunpeng Wu, Guoyang Chen, Weifeng Zhang +1 more
2020AAAI Conference on Artificial Intelligence14 citations Open access
Semantic Scholar
Parallel Training via Computation Graph Transformation
Fei Wang, Guoyang Chen, Weifeng Zhang, Tiark Rompf
20192019 IEEE International Conference on Big Data (Big Data)10 citations
Semantic Scholar
Hardware-Guided Symbiotic Training for Compact, Accurate, yet Execution-Efficient LSTM
Hongxu Yin, Guoyang Chen, Yingmin Li, Shuai Che +2 more
2019arXiv.org10 citations
Semantic Scholar
Simple Augmentation Goes a Long Way: ADRL for DNN Quantization
Lin Ning, Guoyang Chen, Weifeng Zhang, Xi-Peng Shen
2021International Conference on Learning Representations9 citations
Semantic Scholar
PIM-DL: Boosting DNN Inference on Digital Processing In-Memory Architectures via Data Layout Optimizations
Minxuan Zhou, Guoyang Chen, M. Imani, Saransh Gupta +2 more
2021International Conference on Parallel Architectures and Compilation Techniques8 citations
Semantic Scholar
Sionnx: Automatic Unit Test Generator for ONNX Conformance
Xinli Cai, Peng Zhou, Shu-Han Ding, Guoyang Chen +1 more
2019arXiv.org5 citations
Semantic Scholar
GIM: Versatile GNN Acceleration with Reconfigurable Processing-in-Memory
Chen Nie, Guoyang Chen, Weifeng Zhang, Zhezhi He
2023ICCD2 citations
Semantic Scholar
Energy-Efficient and Quality-Assured Approximate Computing Framework Using a Co-Training Method
Li Jiang, Zhuo-Ran Song, Haiyue Song, Chengwen Xu +4 more
2019ACM Trans. Design Autom. Electr. Syst.2 citations
Semantic Scholar
Towards Execution-Efficient LSTMs via Hardware-Guided Grow-and-Prune Paradigm
Hongxu Yin, Guoyang Chen, Yingmin Li, Shuai Che +2 more
2022IEEE Transactions on Emerging Topics in Computing1 citations
Semantic Scholar