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Chao Wang 0003
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Publications
- 2024
- [j61]Yingxue Gao, Teng Wang, Lei Gong, Chao Wang, Yiqing Hu, Yi Yang, Zhongming Liu, Xi Li, Xuehai Zhou:
Enhancing Graph Random Walk Acceleration via Efficient Dataflow and Hybrid Memory Architecture. IEEE Trans. Computers 73(3): 887-901 (2024) - 2023
- [j59]Lei Gong, Chao Wang, Haojun Xia, Xianglan Chen, Xi Li, Xuehai Zhou:
Enabling Fast and Memory-Efficient Acceleration for Pattern Matching Workloads: The Lightweight Automata Processing Engine. IEEE Trans. Computers 72(4): 1011-1025 (2023) - [j58]Yingxue Gao, Lei Gong, Chao Wang, Teng Wang, Xi Li, Xuehai Zhou:
Algorithm/Hardware Co-Optimization for Sparsity-Aware SpMM Acceleration of GNNs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(12): 4763-4776 (2023) - [c121]Jize Pang, Lei Gong, Chao Wang, Xuehai Zhou:
Sparse-HeteroCL: From Sparse Tensor Algebra to Highly Customized Accelerators on FPGAs. CCGridW 2023: 290-292 - [c120]Haoran Li, Lei Gong, Chao Wang, Xuehai Zhou:
A flexible dataflow CNN accelerator on FPGA. CCGridW 2023: 302-304 - [c119]Yingxue Gao, Teng Wang, Lei Gong, Chao Wang, Xi Li, Xuehai Zhou:
FastRW: A Dataflow-Efficient and Memory-Aware Accelerator for Graph Random Walk on FPGAs. DATE 2023: 1-6 - [c118]Wenqi Lou, Jiaming Qian, Lei Gong, Xuan Wang, Chao Wang, Xuehai Zhou:
NAF: Deeper Network/Accelerator Co-Exploration for Customizing CNNs on FPGA. DATE 2023: 1-6 - [c117]Wenbin Teng, Lei Gong, Chao Wang, Xuehai Zhou:
Enabling Elastic Resource Management in Cloud FPGAs via A Multi-layer Collaborative Approach. FCCM 2023: 242-244 - [c116]Zheyuan Zou, Lei Gong, Chao Wang, Xuehai Zhou:
DataMaster: A GNN-based Data Type Optimizer for Dataflow Design in FPGA. FCCM 2023: 247-249 - [c115]Xuan Wang, Lei Gong, Jing Cao, Wenqi Lou, Weiya Wang, Chao Wang, Xuehai Zhou:
hAP: A Spatial-von Neumann Heterogeneous Automata Processor with Optimized Resource and IO Overhead on FPGA. FPGA 2023: 185-196 - [c114]Qiaochu Liang, Lei Gong, Chao Wang, Xuehai Zhou, Xi Li:
NeuralMAE: Data-Efficient Neural Architecture Predictor with Masked Autoencoder. PRCV (8) 2023: 142-154 - 2022
- [j56]Yang Yang, Chao Wang, Lei Gong, Min Wu, Xuehai Zhou:
Conv-inheritance: A hardware-efficient method to compress convolutional neural networks for edge applications. Neurocomputing 487: 172-180 (2022) - [j55]Wenqi Lou, Lei Gong, Chao Wang, Zidong Du, Xuehai Zhou:
OctCNN: A High Throughput FPGA Accelerator for CNNs Using Octave Convolution Algorithm. IEEE Trans. Computers 71(8): 1847-1859 (2022) - [j53]Teng Wang, Lei Gong, Chao Wang, Yang Yang, Yingxue Gao, Xuehai Zhou, Huaping Chen:
ViA: A Novel Vision-Transformer Accelerator Based on FPGA. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 4088-4099 (2022) - [c112]Yunji Qin, Lei Gong, Zhendong Zheng, Chao Wang:
Work-in-Progress: BloCirNN: An Efficient Software/hardware Codesign Approach for Neural Network Accelerators with Block-Circulant Matrix. CODES+ISSS 2022: 7-8 - [c111]Yingxue Gao, Lei Gong, Chao Wang, Xuehai Zhou:
Work-in-Progress: HeteroRW: A Generalized and Efficient Framework for Random Walks in Graph Analysis. CODES+ISSS 2022: 9-10 - [c110]Yingxue Gao, Lei Gong, Chao Wang, Teng Wang, Xuehai Zhou:
SDMA: An Efficient and Flexible Sparse-Dense Matrix-Multiplication Architecture for GNNs. FPL 2022: 307-312 - [c108]Zihan Wang, Mengying Zhao, Lei Gong, Chao Wang:
WGeod: A General and Efficient FPGA Accelerator for Object Detection. ISPA/BDCloud/SocialCom/SustainCom 2022: 730-738 - [c106]Teng Wang, Lei Gong, Chao Wang, Yang Yang, Yingxue Gao:
Multi-clusters: An Efficient Design Paradigm of NN Accelerator Architecture Based on FPGA. NPC 2022: 143-154 - 2021
- [j50]Wenqi Lou, Chao Wang, Lei Gong, Xuehai Zhou:
Neural Network Instruction Set Extension and Code Mapping Mechanism. Int. J. Softw. Informatics 11(2): 243-258 (2021) - [j49]Chao Wang, Lei Gong, Fahui Jia, Xuehai Zhou:
An FPGA Based Accelerator for Clustering Algorithms With Custom Instructions. IEEE Trans. Computers 70(5): 725-732 (2021) - [j48]Chao Wang, Lihui Jin, Lei Gong, Chongchong Xu, Yahui Hu, Luchao Tan, Xuehai Zhou:
Tinker: A Middleware for Deploying Multiple NN-Based Applications on a Single Machine. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(7): 1495-1499 (2021) - [j47]Chao Wang, Lei Gong, Shiming Lei, Haijie Fang, Xi Li, Aili Wang, Xuehai Zhou:
GenSeq+: A Scalable High-Performance Accelerator for Genome Sequencing. IEEE ACM Trans. Comput. Biol. Bioinform. 18(4): 1512-1523 (2021) - [j46]Lei Gong, Chao Wang, Xi Li, Xuehai Zhou:
Improving HW/SW Adaptability for Accelerating CNNs on FPGAs Through A Dynamic/Static Co-Reconfiguration Approach. IEEE Trans. Parallel Distributed Syst. 32(7): 1854-1865 (2021) - [j45]Chao Wang, Lei Gong, Xi Li, Qi Yu, Aili Wang, Patrick Hung, Xuehai Zhou:
SOLAR: Services-Oriented Deep Learning Architectures-Deep Learning as a Service. IEEE Trans. Serv. Comput. 14(1): 262-273 (2021) - [c105]Haojun Xia, Lei Gong, Chao Wang, Xianglan Chen, Xuehai Zhou:
LAP: A Lightweight Automata Processor for Pattern Matching Tasks. DATE 2021: 844-849 - [c104]Xuan Wang, Lei Gong, Chao Wang, Xi Li, Xuehai Zhou:
UH-JLS: A Parallel Ultra-High Throughput JPEG-LS Encoding Architecture for Lossless Image Compression. ICCD 2021: 335-343 - [c103]Songsong Li, Lei Gong, Teng Wang, Chao Wang, Xuehai Zhou:
FEAS: A Faster Event-driven Accelerator Supporting Inhibitory Spiking Neural Network. PAAP 2021: 14-18 - 2020
- [j42]Chao Wang, Lei Gong, Xiang Ma, Xi Li, Xuehai Zhou:
WooKong: A Ubiquitous Accelerator for Recommendation Algorithms With Custom Instruction Sets on FPGA. IEEE Trans. Computers 69(7): 1071-1082 (2020) - [j41]Xuan Wang, Chao Wang, Jing Cao, Lei Gong, Xuehai Zhou:
WinoNN: Optimizing FPGA-Based Convolutional Neural Network Accelerators Using Sparse Winograd Algorithm. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 4290-4302 (2020) - [j40]Chao Wang, Lei Gong, Xi Li, Xuehai Zhou:
A Ubiquitous Machine Learning Accelerator With Automatic Parallelization on FPGA. IEEE Trans. Parallel Distributed Syst. 31(10): 2346-2359 (2020) - [c102]Wenqi Lou, Chao Wang, Lei Gong, Xuehai Zhou:
OctCNN: An Energy-Efficient FPGA Accelerator for CNNs using Octave Convolution Algorithm. CLUSTER 2020: 410-411 - [c101]Lei Gong, Chao Wang, Xi Li, Xuehai Zhou:
WiderFrame: An Automatic Customization Framework for Building CNN Accelerators on FPGAs: Work-in-Progress. CODES+ISSS 2020: 5-7 - [c100]Yang Yang, Chao Wang, Lei Gong, Xuehai Zhou:
ConvCloud: An Adaptive Convolutional Neural Network Accelerator on Cloud FPGAs. FPGA 2020: 313 - [c99]Haobo Li, Ratan Dey, Lei Gong, Chao Wang:
Chameleon: Image Style Transfer Based on Image Classification Networks. HPCC/DSS/SmartCity 2020: 772-777 - 2019
- [c98]Wenqi Lou, Chao Wang, Lei Gong, Xuehai Zhou:
RV-CNN: Flexible and Efficient Instruction Set for CNNs Based on RISC-V Processors. APPT 2019: 3-14 - [c96]Teng Wang, Lei Gong, Chao Wang, Xuehai Zhou, Huaping Chen:
Design Exploration of Multi-FPGAs for Accelerating Deep Learning. CLUSTER 2019: 1-2 - [c92]Yang Yang, Chao Wang, Lei Gong, Xuehai Zhou:
FPNet: Customized Convolutional Neural Network for FPGA Platforms. FPT 2019: 399-402 - 2018
- [j35]Yuntao Lu, Chao Wang, Lei Gong, Xuehai Zhou:
SparseNN: A Performance-Efficient Accelerator for Large-Scale Sparse Neural Networks. Int. J. Parallel Program. 46(4): 648-659 (2018) - [j34]Fan Sun, Chao Wang, Lei Gong, Yiwei Zhang, Chongchong Xu, Yuntao Lu, Xi Li, Xuehai Zhou:
UniCNN: A Pipelined Accelerator Towards Uniformed Computing for CNNs. Int. J. Parallel Program. 46(4): 776-787 (2018) - [j33]Lei Gong, Chao Wang, Xi Li, Huaping Chen, Xuehai Zhou:
MALOC: A Fully Pipelined FPGA Accelerator for Convolutional Neural Networks With All Layers Mapped on Chip. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(11): 2601-2612 (2018) - [c90]Lihui Jin, Chao Wang, Lei Gong, Chongchong Xu, Yahui Hu, Luchao Tan, Xuehai Zhou:
Furion: alleviating overheads for deep learning framework on single machine (work-in-progress). CODES+ISSS 2018: 14 - [c87]Chongchong Xu, Chao Wang, Yiwei Zhang, Lei Gong, Xi Li, Xuehai Zhou:
Domino: An Asynchronous and Energy-efficient Accelerator for Graph Processing: (Abstract Only). FPGA 2018: 289 - [c84]Chongchong Xu, Chao Wang, Lei Gong, Lihui Jin, Xi Li, Xuehai Zhou:
Domino: Graph Processing Services on Energy-Efficient Hardware Accelerator. ICWS 2018: 274-281 - 2017
- [j28]Chao Wang, Lei Gong, Qi Yu, Xi Li, Yuan Xie, Xuehai Zhou:
DLAU: A Scalable Deep Learning Accelerator Unit on FPGA. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(3): 513-517 (2017) - [c80]Yuntao Lu, Lei Gong, Chongchong Xu, Fan Sun, Yiwei Zhang, Chao Wang, Xuehai Zhou:
A high-performance FPGA accelerator for sparse neural networks: work-in-progress. CASES 2017: 12:1-12:2 - [c77]Chongchong Xu, Chao Wang, Lei Gong, Yuntao Lu, Fan Sun, Yiwei Zhang, Xi Li, Xuehai Zhou:
OmniGraph: A Scalable Hardware Accelerator for Graph Processing. CLUSTER 2017: 623-624 - [c76]Yiwei Zhang, Chao Wang, Lei Gong, Yuntao Lu, Fan Sun, Chongchong Xu, Xi Li, Xuehai Zhou:
A Power-Efficient Accelerator Based on FPGAs for LSTM Network. CLUSTER 2017: 629-630 - [c75]Fan Sun, Chao Wang, Lei Gong, Chongchong Xu, Yiwei Zhang, Yuntao Lu, Xi Li, Xuehai Zhou:
A Power-Efficient Accelerator for Convolutional Neural Networks. CLUSTER 2017: 631-632 - [c74]Lei Gong, Chao Wang, Xi Li, Huaping Chen, Xuehai Zhou:
A power-efficient and high performance FPGA accelerator for convolutional neural networks: work-in-progress. CODES+ISSS 2017: 16:1-16:2 - [c73]Chao Wang, Yuming Cheng, Lei Gong, Bo Wan, Aili Wang, Xi Li, Xuehai Zhou:
FPGA Based Big Data Accelerator Design in Teaching Computer Architecture and Organization. CyPhy 2017: 145-158 - [c69]Chao Wang, Jinhong Zhou, Lei Gong, Xi Li, Aili Wang, Xuehai Zhou:
xFilter: A Temporal Locality Accelerator for Intrusion Detection System Services. ICWS 2017: 373-380 - [c67]Chongchong Xu, Jinhong Zhou, Yuntao Lu, Fan Sun, Lei Gong, Chao Wang, Xi Li, Xuehai Zhou:
Evaluation and Trade-offs of Graph Processing for Cloud Services. ICWS 2017: 420-427 - [c66]Chao Wang, Haijie Fang, Shiming Lei, Lei Gong, Aili Wang, Xi Li, Xuehai Zhou:
GenServ: Genome Sequencing Services on Scalable Energy Efficient Accelerators. ICWS 2017: 814-817 - [c62]Yiwei Zhang, Chao Wang, Lei Gong, Yuntao Lu, Fan Sun, Chongchong Xu, Xi Li, Xuehai Zhou:
Implementation and Optimization of the Accelerator Based on FPGA Hardware for LSTM Network. ISPA/IUCC 2017: 614-621 - [c61]Fan Sun, Chao Wang, Lei Gong, Chongchong Xu, Yiwei Zhang, Yuntao Lu, Xi Li, Xuehai Zhou:
A High-Performance Accelerator for Large-Scale Convolutional Neural Networks. ISPA/IUCC 2017: 622-629 - [i3]Chao Wang, Wenqi Lou, Lei Gong, Lihui Jin, Luchao Tan, Yahui Hu, Xi Li, Xuehai Zhou:
Reconfigurable Hardware Accelerators: Opportunities, Trends, and Challenges. CoRR abs/1712.04771 (2017) - 2016
- [i2]Chao Wang, Qi Yu, Lei Gong, Xi Li, Yuan Xie, Xuehai Zhou:
DLAU: A Scalable Deep Learning Accelerator Unit on FPGA. CoRR abs/1605.06894 (2016)
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