Hongxu (Danny) Yin
Hongxu (Danny) Yin
Research Scientist, NVIDIA Research
Verified email at princeton.edu - Homepage
Title
Cited by
Cited by
Year
NeST: A Neural Network Synthesis Tool based on a Grow-and-prune Paradigm
X Dai, H Yin, NK Jha
IEEE Transactions on Computers, 2019
1402019
ChamNet: Towards Efficient Network Design through Platform-aware Model Adaptation
X Dai, P Zhang, B Wu, H Yin, F Sun, Y Wang, M Dukhan, Y Hu, Y Wu, ...
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019
1352019
Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion
H Yin, P Molchanov, JM Alvarez, Z Li, A Mallya, D Hoiem, NK Jha, J Kautz
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020
842020
A Health Decision Support System for Disease Diagnosis based on Wearable Medical Sensors and Machine Learning Ensembles
H Yin, NK Jha
IEEE Transactions on Multi-Scale Computing Systems 3 (4), 228-241, 2017
652017
Grow and Prune Compact, Fast, and Accurate LSTMs
X Dai*, H Yin*, NK Jha
IEEE Transactions on Computers, 2019
402019
Smart, Secure, Yet Energy-Efficient, Internet-of-Things Sensors
A Akmandor*, H Yin*, NK Jha
IEEE Transactions on Multi-Scale Computing Systems 4 (4), 914-930, 2018
292018
Smart Healthcare
H Yin, A Akmandor, A Mosenia, NK Jha
Foundations and Trends® in Electronic Design Automation 12 (4), 401-466, 2018
272018
DiabDeep: Pervasive Diabetes Diagnosis Based on Wearable Medical Sensors and Efficient Neural Networks
H Yin, B Mukadam, X Dai, NK Jha
IEEE Transactions on Emerging Topics in Computing, 2019
192019
A Hierarchical Inference Model for Internet-of-Things
H Yin, Z Wang, NK Jha
IEEE Transactions on Multi-Scale Computing Systems 4 (3), 260-271, 2018
172018
Simultaneously Ensuring Smartness, Security, and Energy Efficiency in Internet-of-Things Sensors
A Akmandor, H Yin, NK Jha
IEEE Custom Integrated Circuits Conference (CICC), 2018
132018
Incremental Learning Using a Grow-and-prune Paradigm with Efficient Neural Networks
X Dai, H Yin, NK Jha
IEEE Transactions on Emerging Topics in Computing, 2020
112020
Hardware-guided Symbiotic Training for Compact, Accurate, yet Execution-efficient LSTM
H Yin, G Chen, Y Li, S Che, W Zhang, NK Jha
arXiv preprint arXiv:1901.10997, 2019
92019
Novel Real-time System Design for Floating-point sub-Nyquist Multi-coset Signal Blind reconstruction
H Yin, BH Gwee, Z Lin, A Kumar, SG Razul, CMS See
IEEE International Symposium on Circuits and Systems (ISCAS), 2015
92015
See through Gradients: Image Batch Recovery via GradInversion
H Yin, A Mallya, A Vahdat, JM Alvarez, J Kautz, P Molchanov
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
62021
Data-Free Knowledge Distillation for Object Detection
A Chawla, H Yin, P Molchanov, JM Alvarez
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2021
42021
Fully Dynamic Inference with Deep Neural Networks
W Xia, H Yin, X Dai, NK Jha
IEEE Transactions on Emerging Topics in Computing, 2021
22021
Optimal Quantization using Scaled Codebook
Y Idelbayev, P Molchanov, M Shen, H Yin, MA Carreira-Perpinán, ...
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
12021
MHDeep: Mental Health Disorder Detection System based on Body-Area and Deep Neural Networks
S Hassantabar, J Zhang, H Yin, NK Jha
arXiv preprint arXiv:2102.10435, 2021
12021
Efficient Synthesis of Compact Deep Neural Networks
W Xia, H Yin, NK Jha
2020 57th ACM/IEEE Design Automation Conference (DAC), 2020
12020
Hierarchical Health Decision Support System And Method
H Yin, NK Jha
US Patent App. 16/475,879, 2019
12019
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