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Ruizhou Ding
Ruizhou Ding
Verified email at andrew.cmu.edu
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Cited by
Year
Single-path nas: Designing hardware-efficient convnets in less than 4 hours
D Stamoulis, R Ding, D Wang, D Lymberopoulos, B Priyantha, J Liu, ...
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
3352019
Towards efficient model compression via learned global ranking
TW Chin, R Ding, C Zhang, D Marculescu
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
2122020
Regularizing activation distribution for training binarized deep networks
R Ding, TW Chin, Z Liu, D Marculescu
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
1702019
Adascale: Towards real-time video object detection using adaptive scaling
TW Chin, R Ding, D Marculescu
Proceedings of machine learning and systems 1, 431-441, 2019
952019
Roadside-unit caching in vehicular ad hoc networks for efficient popular content delivery
R Ding, T Wang, L Song, Z Han, J Wu
2015 IEEE Wireless Communications and Networking Conference (WCNC), 1207-1212, 2015
772015
Quantized deep neural networks for energy efficient hardware-based inference
R Ding, Z Liu, RDS Blanton, D Marculescu
2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC), 1-8, 2018
562018
Lightnn: Filling the gap between conventional deep neural networks and binarized networks
R Ding, Z Liu, R Shi, D Marculescu, RD Blanton
Proceedings of the on Great Lakes Symposium on VLSI 2017, 35-40, 2017
482017
Single-path mobile automl: Efficient convnet design and nas hyperparameter optimization
D Stamoulis, R Ding, D Wang, D Lymberopoulos, B Priyantha, J Liu, ...
IEEE Journal of Selected Topics in Signal Processing 14 (4), 609-622, 2020
422020
Understanding the impact of label granularity on cnn-based image classification
Z Chen, R Ding, TW Chin, D Marculescu
2018 IEEE international conference on data mining workshops (ICDMW), 895-904, 2018
412018
Flightnns: Lightweight quantized deep neural networks for fast and accurate inference
R Ding, Z Liu, TW Chin, D Marculescu, RD Blanton
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
322019
Lightening the load with highly accurate storage-and energy-efficient lightnns
R Ding, Z Liu, RD Blanton, D Marculescu
ACM Transactions on Reconfigurable Technology and Systems (TRETS) 11 (3), 1-24, 2018
222018
Legr: Filter pruning via learned global ranking
TW Chin, R Ding, C Zhang, D Marculescu
arXiv preprint arXiv:1904.12368 85, 86, 2019
182019
Vip: Virtual pooling for accelerating cnn-based image classification and object detection
Z Chen, J Zhang, R Ding, D Marculescu
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
102020
Towards efficient model compression via learned global ranking. 2020 IEEE
TW Chin, R Ding, C Zhang, D Marculescu
CVF Conference on Computer Vision and Pattern Recognition (CVPR), 1515-1525, 2020
92020
QUIDAM: A Framework for Quantization-aware DNN Accelerator and Model Co-Exploration
A Inci, S Virupaksha, A Jain, TW Chin, V Thallam, R Ding, D Marculescu
ACM Transactions on Embedded Computing Systems 22 (2), 1-21, 2023
72023
QAPPA: Quantization-aware power, performance, and area modeling of DNN accelerators
A Inci, SG Virupaksha, A Jain, VV Thallam, R Ding, D Marculescu
arXiv preprint arXiv:2205.08648, 2022
72022
Qadam: Quantization-aware dnn accelerator modeling for pareto-optimality
A Inci, SG Virupaksha, A Jain, VV Thallam, R Ding, D Marculescu
arXiv preprint arXiv:2205.13045, 2022
52022
Enhancing precipitation models by capturing multivariate and multiscale climate dynamics
R Ding, D Stamoulis, K Bhardwaj, D Marculescu, R Marculescu
Proceedings of the 3rd International Workshop on Cyber-Physical Systems for …, 2017
32017
Flexible, lightweight quantized deep neural networks
R Ding, Z Liu, TW Chin, D Marculescu, RD Blanton
US Patent 11,521,074, 2022
22022
IPSA: Integer Programming via Sparse Approximation for Efficient Test-Chip Design
Q Huang, C Fang, Z Liu, R Ding, RDS Blanton
2019 IEEE 37th International Conference on Computer Design (ICCD), 11-19, 2019
22019
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