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Hongxu (Danny) Yin
Hongxu (Danny) Yin
Senior Research Scientist, NVIDIA Research
Verified email at princeton.edu - Homepage
Title
Cited by
Cited by
Year
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
CVPR 2020 (Oral), 2020
3022020
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, ...
CVPR 2019, 2019
2332019
NeST: A Neural Network Synthesis Tool based on a Grow-and-prune Paradigm
X Dai, H Yin, NK Jha
IEEE Transactions on Computers 68 (10), 1487-1497, 2019
2172019
See through Gradients: Image Batch Recovery via GradInversion
H Yin, A Mallya, A Vahdat, JM Alvarez, J Kautz, P Molchanov
CVPR 2021, 2021
1762021
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
1052017
Grow and Prune Compact, Fast, and Accurate LSTMs
X Dai*, H Yin*, NK Jha
IEEE Transactions on Computers, 2019
842019
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
512018
A-ViT: Adaptive Tokens for Efficient Vision Transformer
H Yin, A Vahdat, J Alvarez, A Mallya, J Kautz, P Molchanov
CVPR 2022 (Oral), 2022
452022
Data-Free Knowledge Distillation for Object Detection
A Chawla, H Yin, P Molchanov, JM Alvarez
WACV 2021, 2021
412021
Smart Healthcare
H Yin, A Akmandor, A Mosenia, NK Jha
Foundations and Trends® in Electronic Design Automation 12 (4), 401-466, 2018
402018
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
382019
NViT: Vision Transformer Compression and Parameter Redistribution
H Yang, H Yin, P Molchanov, H Li, J Kautz
CVPR 2023, 2023
352023
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
262020
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
242018
Fully Dynamic Inference with Deep Neural Networks
W Xia, H Yin, X Dai, NK Jha
IEEE Transactions on Emerging Topics in Computing, 2021
202021
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
192018
MHDeep: Mental Health Disorder Detection System based on Body-area and Deep Neural Networks
S Hassantabar, J Zhang, H Yin, NK Jha
ACM Transactions on Embedded Computing Systems, 2022
13*2022
Synthesizing Data for Training One or More Neural Networks
A Mallya, J Kautz, Z Li, P Molchanov, H Yin
US Patent App. 16/682,967, 2021
122021
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
112015
Towards Execution-Efficient LSTMs via Hardware-Guided Grow-and-Prune Paradigm
H Yin, G Chen, Y Li, S Che, W Zhang, NK Jha
IEEE Transactions on Emerging Topics in Computing 10 (4), 1799-1809, 2021
10*2021
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