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papers

Publications (18)

On the Min-Max-Delay Problem: NP-completeness, Algorithm, and Integrality Gap

Qingyu Liu, Lei Deng, Haibo Zeng +1

Utility Maximization for Uplink MU-MIMO: Combining Spectral-Energy Efficiency and Fairness

Lei Deng, Wenjie Zhang, Yun Rui +1

Device-to-Device Load Balancing for Cellular Networks

Lei Deng, Yinghui He, Ying Zhang +5

L1-Norm Batch Normalization for Efficient Training of Deep Neural Networks

Shuang Wu, Guoqi Li, Lei Deng +3

Batch Normalization Sampling

Zhaodong Chen, Lei Deng, Guoqi Li +4

KPynq: A Work-Efficient Triangle-Inequality based K-means on FPGA

Yuke Wang, Zhaorui Zeng, Boyuan Feng +2

On Stability Condition of Wireless Networked Control Systems under Joint Design of Control Policy and Network Scheduling Policy

Lei Deng, Cheng Tan, Wing Shing Wong

Dynamic Sparse Graph for Efficient Deep Learning

Liu Liu, Lei Deng, Xing Hu +4

Spatio-Temporal Backpropagation for Training High-performance Spiking Neural Networks

Yujie Wu, Lei Deng, Guoqi Li +2

Convex Set of Doubly Substochastic Matrices

Lei Deng, Qiulin Lin

Satellite-to-ground quantum key distribution

Sheng-Kai Liao, Wen-Qi Cai, Wei-Yue Liu +31

Delay-Constrained Input-Queued Switch

Lei Deng, Wing Shing Wong, Po-Ning Chen +2

Image Set Querying Based Localization

Lei Deng, Siyuan Huang, Yueqi Duan +2

In-memory multiplication engine with SOT-MRAM based stochastic computing

Xin Ma, Liang Chang, Shuangchen Li +3

GXNOR-Net: Training deep neural networks with ternary weights and activations without full-precision memory under a unified discretization framework

Lei Deng, Peng Jiao, Jing Pei +2

cond-mat.mtrl-sci2018

Correlation between Dzyaloshinskii Moriya interaction and spin mixing conductance at antiferromagnet / ferromagnet interface

Xin Ma, Guoqiang Yu, Seyed A. Razavi +6

Crossbar-aware neural network pruning

Ling Liang, Lei Deng, Yueling Zeng +5

Direct Training for Spiking Neural Networks: Faster, Larger, Better

Yujie Wu, Lei Deng, Guoqi Li +2