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Xiao Zeng
Xiao Zeng
Amazon Lab126
Verified email at msu.edu
Title
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Cited by
Year
FedML: A research library and benchmark for federated machine learning
C He, S Li, J So, X Zeng, M Zhang, H Wang, X Wang, P Vepakomma, ...
NeurIPS 2020 SpicyFL workshop (Best Paper Award), 2020
3912020
Nestdnn: Resource-aware multi-tenant on-device deep learning for continuous mobile vision
B Fang, X Zeng, M Zhang
Proceedings of the 24th Annual International Conference on Mobile Computing …, 2018
2722018
MobileDeepPill A Small-Footprint Mobile Deep Learning System for Recognizing Unconstrained Pill Images
X Zeng, K Cao, M Zhang
Proceedings of the 15th Annual International Conference on Mobile Systems …, 2017
1152017
Fedmask: Joint computation and communication-efficient personalized federated learning via heterogeneous masking
A Li, J Sun, X Zeng, M Zhang, H Li, Y Chen
Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems …, 2021
1002021
Does unsupervised architecture representation learning help neural architecture search?
S Yan, Y Zheng, W Ao, X Zeng, M Zhang
Advances in neural information processing systems 33, 12486-12498, 2020
992020
Distream: scaling live video analytics with workload-adaptive distributed edge intelligence
X Zeng, B Fang, H Shen, M Zhang
Proceedings of the 18th Conference on Embedded Networked Sensor Systems, 409-421, 2020
892020
PyramidFL: A fine-grained client selection framework for efficient federated learning
C Li, X Zeng, M Zhang, Z Cao
Proceedings of the 28th Annual International Conference on Mobile Computing …, 2022
732022
Nelora: Towards ultra-low snr lora communication with neural-enhanced demodulation
C Li, H Guo, S Tong, X Zeng, Z Cao, M Zhang, Q Yan, L Xiao, J Wang, ...
Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems …, 2021
642021
Flexdnn: Input-adaptive on-device deep learning for efficient mobile vision
B Fang, X Zeng, F Zhang, H Xu, M Zhang
2020 IEEE/ACM Symposium on Edge Computing (SEC), 84-95, 2020
472020
Deep learning in the era of edge computing: Challenges and opportunities
M Zhang, F Zhang, ND Lane, Y Shu, X Zeng, B Fang, S Yan, H Xu
Fog Computing: Theory and Practice, 67-78, 2020
442020
Deep learning system for recognizing pills in images
M Zhang, K Cao, X Zeng
US Patent 10,713,540, 2020
302020
Design and implementation of heterogeneous IOT gateway based on dynamic priority scheduling algorithm
D Min, Z Xiao, B Sheng, H Quanyong, P Xuwei
Transactions of the Institute of Measurement and Control 36 (7), 924-931, 2014
282014
Scylla: QoE-aware continuous mobile vision with fpga-based dynamic deep neural network reconfiguration
S Jiang, Z Ma, X Zeng, C Xu, M Zhang, C Zhang, Y Liu
IEEE INFOCOM 2020-IEEE Conference on Computer Communications, 1369-1378, 2020
272020
Hm-nas: Efficient neural architecture search via hierarchical masking
S Yan, B Fang, F Zhang, Y Zheng, X Zeng, M Zhang, H Xu
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
242019
Mercury: Efficient on-device distributed dnn training via stochastic importance sampling
X Zeng, M Yan, M Zhang
Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems …, 2021
232021
Design and implementation of the multi-channel RS485 IOT gateway
D Min, Z Xiao, B Sheng, G Shiya
2012 IEEE International Conference on Cyber Technology in Automation …, 2012
212012
Efficient federated learning via variational dropout
W Du, X Zeng, M Yan, M Zhang
132018
The elderly health monitoring platform based on spark
M Dong, X Huang, S Bi, X Zeng, N Pang, H Liu, X Tang
2015 IEEE International Conference on Cyber Technology in Automation …, 2015
82015
System and apparatus for real-time speech enhancement in noisy environments
M Zhang, K Cao, X Zeng, H Sun
US Patent 10,811,030, 2020
72020
Compressive video recovery using block match multi-frame motion estimation based on single pixel cameras
S Bi, X Zeng, X Tang, S Qin, KWC Lai
Sensors 16 (3), 318, 2016
72016
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Articles 1–20