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Journal Articles
- 2023
[j2]Jou-An Chen, Wei Niu
, Bin Ren, Yanzhi Wang, Xipeng Shen:
Survey: Exploiting Data Redundancy for Optimization of Deep Learning. ACM Comput. Surv. 55(10): 212:1-212:38 (2023)- [j1]Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Nathan R. Tallent, Kevin J. Barker, Ang Li:
Accelerating matrix-centric graph processing on GPUs through bit-level optimizations. J. Parallel Distributed Comput. 177: 53-67 (2023)
Conference and Workshop Papers
- 2023
- [c5]Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Sutanay Choudhury, Ang Li:
BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs. ICS 2023: 264-276 - [c4]Hsin-Hsuan Sung, Jou-An Chen, Wei Niu, Jiexiong Guan, Bin Ren, Xipeng Shen:
Decentralized Application-Level Adaptive Scheduling for Multi-Instance DNNs on Open Mobile Devices. USENIX ATC 2023: 865-877 - 2022
- [c3]Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Nathan R. Tallent, Kevin J. Barker, Ang Li:
Bit-GraphBLAS: Bit-Level Optimizations of Matrix-Centric Graph Processing on GPU. IPDPS 2022: 515-525 - 2021
- [c2]Wei Niu, Mengshu Sun, Zhengang Li, Jou-An Chen, Jiexiong Guan, Xipeng Shen, Yanzhi Wang, Sijia Liu, Xue Lin, Bin Ren:
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices. AAAI 2021: 9179-9187 - 2019
- [c1]Hsin-Hsuan Sung, Jou-An Chen, Jieh Hsiang:
Finding Documents Related to Taiwan in the Veritable Records of Qing Using Relevance Feedback. TPDL 2019: 280-287
Informal and Other Publications
- 2023
- [i4]Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Sutanay Choudhury, Ang Li:
BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs. CoRR abs/2305.02522 (2023) - 2022
- [i3]Jou-An Chen, Hsin-Hsuan Sung, Nathan R. Tallent, Kevin J. Barker, Xipeng Shen, Ang Li:
Bit-GraphBLAS: Bit-Level Optimizations of Matrix-Centric Graph Processing on GPU. CoRR abs/2201.08560 (2022) - [i2]Jou-An Chen, Wei Niu, Bin Ren, Yanzhi Wang, Xipeng Shen:
Survey: Exploiting Data Redundancy for Optimization of Deep Learning. CoRR abs/2208.13363 (2022) - 2020
- [i1]Wei Niu, Mengshu Sun, Zhengang Li, Jou-An Chen, Jiexiong Guan, Xipeng Shen, Yanzhi Wang, Xue Lin, Bin Ren:
Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices. CoRR abs/2007.09835 (2020)
Coauthor Index
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