Hsin-Pai (Dave) Cheng
Hsin-Pai (Dave) Cheng
Qualcomm AI Research
Verified email at - Homepage
Cited by
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Low-power computer vision: Status, challenges, and opportunities
S Alyamkin, M Ardi, AC Berg, A Brighton, B Chen, Y Chen, HP Cheng, ...
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9 (2 …, 2019
Ordering chaos: Memory-aware scheduling of irregularly wired neural networks for edge devices
BH Ahn, J Lee, JM Lin, HP Cheng, J Hou, H Esmaeilzadeh
Proceedings of Machine Learning and Systems 2, 44-57, 2020
Neuromorphic computing's yesterday, today, and tomorrow–an evolutional view
Y Chen, HH Li, C Wu, C Song, S Li, C Min, HP Cheng, W Wen, X Liu
Integration 61, 49-61, 2018
MAT: A multi-strength adversarial training method to mitigate adversarial attacks
C Song, HP Cheng, H Yang, S Li, C Wu, Q Wu, Y Chen, H Li
2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 476-481, 2018
Understanding the design of IBM neurosynaptic system and its tradeoffs: A user perspective
HP Cheng, W Wen, C Wu, S Li, HH Li, Y Chen
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017
Towards decentralized deep learning with differential privacy
HP Cheng, P Yu, H Hu, S Zawad, F Yan, S Li, H Li, Y Chen
International Conference on Cloud Computing, 130-145, 2019
LEASGD: An efficient and privacy-preserving decentralized algorithm for distributed learning
HP Cheng, P Yu, H Hu, F Yan, S Li, H Li, Y Chen
arXiv preprint arXiv:1811.11124, 2018
NASGEM: Neural architecture search via graph embedding method
HP Cheng, T Zhang, Y Zhang, S Li, F Liang, F Yan, M Li, V Chandra, H Li, ...
Proceedings of the AAAI Conference on Artificial Intelligence 35 (8), 7090-7098, 2021
Msnet: Structural wired neural architecture search for internet of things
HP Cheng, T Zhang, Y Yang, F Yan, H Teague, Y Chen, H Li
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
2018 low-power image recognition challenge
S Alyamkin, M Ardi, A Brighton, AC Berg, Y Chen, HP Cheng, B Chen, ...
arXiv preprint arXiv:1810.01732, 2018
ApesNet: a pixel‐wise efficient segmentation network for embedded devices
C Wu, HP Cheng, S Li, H Li, Y Chen
IET Cyber‐Physical Systems: Theory & Applications 1 (1), 78-85, 2016
Differentiable fine-grained quantization for deep neural network compression
HP Cheng, Y Huang, X Guo, Y Huang, F Yan, H Li, Y Chen
arXiv preprint arXiv:1810.10351, 2018
Exploring the optimal learning technique for IBM TrueNorth platform to overcome quantization loss
HP Cheng, W Wen, C Song, B Liu, H Li, Y Chen
2016 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH …, 2016
Adversarial attack: A new threat to smart devices and how to defend it
C Song, HP Cheng, H Yang, S Li, C Wu, Q Wu, H Li
IEEE Consumer Electronics Magazine 9 (4), 49-55, 2020
Autoshrink: A topology-aware nas for discovering efficient neural architecture
T Zhang, HP Cheng, Z Li, F Yan, C Huang, H Li, Y Chen
Proceedings of the AAAI conference on artificial intelligence 34 (04), 6829-6836, 2020
ApesNet: a pixel-wise efficient segmentation network
C Wu, HP Cheng, S Li, HH Li, Y Chen
Proceedings of the 14th ACM/IEEE Symposium on Embedded Systems for Real-Time …, 2016
Scalenas: One-shot learning of scale-aware representations for visual recognition
HP Cheng, F Liang, M Li, B Cheng, F Yan, H Li, V Chandra, Y Chen
arXiv preprint arXiv:2011.14584, 2020
Bamboo: Ball-shape data augmentation against adversarial attacks from all directions
H Yang, J Zhang, HP Cheng, W Wang, Y Chen, H Li
Learning efficient sparse structures in speech recognition
J Zhang, W Wen, M Deisher, HP Cheng, H Li, Y Chen
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
Exploration of automatic mixed-precision search for deep neural networks
X Guo, Y Huang, H Cheng, B Li, W Wen, S Ma, H Li, Y Chen
2019 IEEE International Conference on Artificial Intelligence Circuits and …, 2019
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