Articles with public access mandates - Xiang 'Shawn' ChenLearn more
Not available anywhere: 4
REIN the RobuTS: Robust DNN-based image recognition in autonomous driving systems
F Yu, Z Qin, C Liu, D Wang, X Chen
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
Mandates: US National Science Foundation
Scope-quality retaining display rendering workload scaling based on user-smartphone distance
KW Nixon, X Chen, Y Chen
2016 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-6, 2016
Mandates: US National Science Foundation
Spectrum Transformer: Wideband Spectrum Sensing using Multi-Head Self-Attention
W Zhang, Y Wang, X Chen, Z Tian
2023 IEEE 24th International Workshop on Signal Processing Advances in …, 2023
Mandates: US National Science Foundation
Rerise: An adversarial example restoration system for neuromorphic computing security
C Liu, Q Dong, F Yu, X Chen
2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 470-475, 2018
Mandates: US National Science Foundation, US Department of Defense
Available somewhere: 26
Modnn: Local distributed mobile computing system for deep neural network
J Mao, X Chen, KW Nixon, C Krieger, Y Chen
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017
Mandates: US National Science Foundation, US Department of Defense
Elfish: Resource-aware federated learning on heterogeneous edge devices
Z Xu, Z Yang, J Xiong, J Yang, X Chen
Ratio 2 (r1), r2, 2019
Mandates: US National Science Foundation
Mednn: A distributed mobile system with enhanced partition and deployment for large-scale dnns
J Mao, Z Yang, W Wen, C Wu, L Song, KW Nixon, X Chen, H Li, Y Chen
2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 751-756, 2017
Mandates: US National Science Foundation
Admm for efficient deep learning with global convergence
J Wang, F Yu, X Chen, L Zhao
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
Mandates: US National Science Foundation
Tiny but accurate: A pruned, quantized and optimized memristor crossbar framework for ultra efficient dnn implementation
X Ma, G Yuan, S Lin, C Ding, F Yu, T Liu, W Wen, X Chen, Y Wang
2020 25th Asia and South Pacific design automation conference (ASP-DAC), 301-306, 2020
Mandates: US National Science Foundation
Automated runtime-aware scheduling for multi-tenant dnn inference on gpu
F Yu, S Bray, D Wang, L Shangguan, X Tang, C Liu, X Chen
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021
Mandates: US National Science Foundation
Reform: Static and dynamic resource-aware dnn reconfiguration framework for mobile device
Z Xu, F Yu, C Liu, X Chen
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
Mandates: US National Science Foundation
COKE: Communication-censored decentralized kernel learning
P Xu, Y Wang, X Chen, Z Tian
Journal of Machine Learning Research 22 (196), 1-35, 2021
Mandates: US National Science Foundation
An image enhancing pattern-based sparsity for real-time inference on mobile devices
X Ma, W Niu, T Zhang, S Liu, S Lin, H Li, W Wen, X Chen, J Tang, K Ma, ...
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
Mandates: US National Science Foundation
MORPh: Mobile OLED-friendly recording and playback system for low power video streaming
X Chen, J Mao, J Gao, KW Nixon, Y Chen
Proceedings of the 53rd Annual Design Automation Conference, 1-6, 2016
Mandates: US National Science Foundation
Multi-stage deep classifier cascades for open world recognition
X Guo, A Alipour-Fanid, L Wu, H Purohit, X Chen, K Zeng, L Zhao
Proceedings of the 28th ACM International Conference on Information and …, 2019
Mandates: US National Science Foundation
Direct: Resource-aware dynamic model reconfiguration for convolutional neural network in mobile systems
Z Xu, Z Qin, F Yu, C Liu, X Chen
Proceedings of the International Symposium on Low Power Electronics and …, 2018
Mandates: US National Science Foundation
Directx: Dynamic resource-aware cnn reconfiguration framework for real-time mobile applications
Z Xu, F Yu, Z Qin, C Liu, X Chen
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
Mandates: US National Science Foundation
AdaLearner: An adaptive distributed mobile learning system for neural networks
J Mao, Z Qin, Z Xu, KW Nixon, X Chen, H Li, Y Chen
2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 291-296, 2017
Mandates: US National Science Foundation
CAPTOR: A class adaptive filter pruning framework for convolutional neural networks in mobile applications
Z Qin, F Yu, C Liu, X Chen
Proceedings of the 24th Asia and South Pacific Design Automation Conference …, 2019
Mandates: US National Science Foundation
AntiDoteX: Attention-Based Dynamic Optimization for Neural Network Runtime Efficiency
F Yu, Z Xu, C Liu, D Stamoulis, D Wang, Y Wang, X Chen
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022
Mandates: US National Science Foundation
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