Publications (42)
Licensed-Assisted Access to Unlicensed Spectrum in LTE Release 13
Hwan-Joon, Kwon, Jeongho Jeon +10
Lending Orientation to Neural Networks for Cross-view Geo-localization
Liu Liu, Hongdong Li
Multi-View Task-Driven Recognition in Visual Sensor Networks
Ali Taalimi, Alireza Rahimpour, Liu Liu +1
Robust and Efficient Relative Pose with a Multi-camera System for Autonomous Vehicle in Highly Dynamic Environments
Liu Liu, Hongdong Li, Yuchao Dai
L1-Norm Batch Normalization for Efficient Training of Deep Neural Networks
Shuang Wu, Guoqi Li, Lei Deng +3
Resonator channel drop filters in a plasmon-polaritons metal
Sanshui Xiao, Liu Liu, Min Qiu
Approximate Newton-based statistical inference using only stochastic gradients
Tianyang Li, Anastasios Kyrillidis, Liu Liu +1
Duality-free Methods for Stochastic Composition Optimization
Liu Liu, Ji Liu, Dacheng Tao
Experimental excitation of multiple surface-plasmon-polariton waves with 2D gratings
Liu Liu, Muhammad Faryad, A. Shoji Hall +5
Variance Reduced methods for Non-convex Composition Optimization
Liu Liu, Ji Liu, Dacheng Tao
Is CQT more suitable for monaural speech separation than STFT? an empirical study
Ziqiang Shi, Huibin Lin, Liu Liu +2
Stochastic Second-order Methods for Non-convex Optimization with Inexact Hessian and Gradient
Liu Liu, Xuanqing Liu, Cho-Jui Hsieh +1
How Much Training is Needed in One-Bit Massive MIMO Systems at Low SNR?
Yongzhi Li, Cheng Tao, Liu Liu +2
Discriminative Cross-View Binary Representation Learning
Liu Liu, Hairong Qi
Uniform Spectral Convergence of the Stochastic Galerkin Method for the Linear Semiconductor Boltzmann Equation with Random Inputs and Diffusive Scalings
Liu Liu
Homogeneous optical cloak constructed with uniform layered structures
Jingjing Zhang, Liu Liu, Yu Luo +2
Downlink Achievable Rate Analysis in Massive MIMO Systems with One-Bit DACs
Yongzhi Li, Cheng Tao, A. Lee Swindlehurst +2
Stochastic Zeroth-order Optimization via Variance Reduction method
Liu Liu, Minhao Cheng, Cho-Jui Hsieh +1
A heterogeneous III-V/silicon integration platform for on-chip quantum photonic circuits with single quantum dot devices
Marcelo Davanco, Jin Liu, Luca Sapienza +7
Statistical inference using SGD
Tianyang Li, Liu Liu, Anastasios Kyrillidis +1
Multi-view (Joint) Probability Linear Discrimination Analysis for Multi-view Feature Verification
Ziqiang Shi, Liu Liu, Mengjiao Wang +1
Spectral Convergence of the Stochastic Galerkin Approximation to the Boltzmann Equation with Multiple Scales and Large Random Perturbation in the Collision Kernel
Esther S. Daus, Shi Jin, Liu Liu
FurcaNet: An end-to-end deep gated convolutional, long short-term memory, deep neural networks for single channel speech separation
Ziqiang Shi, Huibin Lin, Liu Liu +4
A Double Joint Bayesian Approach for J-Vector Based Text-dependent Speaker Verification
Ziqiang Shi, Mengjiao Wang, Liu Liu +2
Optimal Design of Energy and Spectral Efficiency Tradeoff in One-Bit Massive MIMO Systems
Yongzhi Li, Cheng Tao, Amine Mezghani +3
Addressing Ambiguity in Multi-target Tracking by Hierarchical Strategy
Ali Taalimi, Liu Liu, Hairong Qi
CNNLab: a Novel Parallel Framework for Neural Networks using GPU and FPGA-a Practical Study with Trade-off Analysis
Maohua Zhu, Liu Liu, Chao Wang +1
High Dimensional Robust $M$-Estimation: Arbitrary Corruption and Heavy Tails
Liu Liu, Tianyang Li, Constantine Caramanis
Person Re-identification Using Visual Attention
Alireza Rahimpour, Liu Liu, Ali Taalimi +2
HODGEPODGE: Sound event detection based on ensemble of semi-supervised learning methods
Ziqiang Shi, Liu Liu, Huibin Lin +2
End-to-end Binary Representation Learning via Direct Binary Embedding
Liu Liu, Alireza Rahimpour, Ali Taalimi +1
High Dimensional Robust Sparse Regression
Liu Liu, Yanyao Shen, Tianyang Li +1
Dynamic Sparse Graph for Efficient Deep Learning
Liu Liu, Lei Deng, Xing Hu +4
Asymptotic Analysis for Low-Resolution Massive MIMO Systems with MMSE Receiver
Kai Liu, Cheng Tao, Liu Liu +1
Stochastically Controlled Stochastic Gradient for the Convex and Non-convex Composition problem
Liu Liu, Ji Liu, Cho-Jui Hsieh +1
High-Performance Hybrid Silicon and Lithium Niobate Mach-Zehnder Modulators for 100 Gbit/s and Beyond
Mingbo He, Mengyue Xu, Yuxuan Ren +13
Channel Estimation and Uplink Achievable Rates in One-Bit Massive MIMO Systems
Yongzhi Li, Cheng Tao, Liu Liu +2
Doping influence of spin dynamics and magnetoelectric effect in hexagonal Y$_{0.7}$Lu$_{0.3}$MnO$_{3}$
W. Tian, Guotai Tan, Liu Liu +6
Channel Estimation and Performance Analysis of One-Bit Massive MIMO Systems
Yongzhi Li, Cheng Tao, Gonzalo Seco-Granados +3
Stochastic Attraction-Repulsion Embedding for Large Scale Image Localization
Liu Liu, Hongdong Li, Yuchao Dai
Compressing Deep Convolutional Networks using Vector Quantization
Yunchao Gong, Liu Liu, Ming Yang +1
PIRT: A Runtime Framework to Enable Energy-Efficient Real-Time Robotic Applications on Heterogeneous Architectures
Liu Liu, Shaoshan Liu, Zhe Zhang +3