Qiang Li

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Hikvision ∙ Harbin Institute of Technology ∙ Beijing Kuaishou Technology Co.,Ltd.

Asistant professor in Center for Power Electronics Systems at Virginia Tech since 2011, Ph.D., Electrical Engineering, Virginia Tech, 2011, First Place Prize Paper Award for 2016 in the IEEE Transactions on Power Electronics, recipient of the 2017 National Science Foundation (NSF) Career Award.

Featured Co-authors

Dacheng Tao
291 publications
H. Vincent Poor
221 publications
Wei Chen
199 publications
Walid Saad
138 publications
Jing Zhang
100 publications
Hui Li
94 publications
Jian Yang
91 publications
Zheng Wang
85 publications
Qi Wang
82 publications
Tongliang Liu
77 publications
Jun Xu
69 publications

Firmware Re-hosting Through Static Binary-level Porting

The rapid growth of the Industrial Internet of Things (IIoT) has brought...
07/21/2021 ∙ by Mingfeng Xin, et al. ∙ 0 ∙ share

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Learning compliant grasping and manipulation by teleoperation with adaptive force control

In this work, we focus on improving the robot's dexterous capability by ...
07/19/2021 ∙ by Chao Zeng, et al. ∙ 0 ∙ share

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Exploring Set Similarity for Dense Self-supervised Representation Learning

By considering the spatial correspondence, dense self-supervised represe...
07/19/2021 ∙ by Zhaoqing Wang, et al. ∙ 3 ∙ share

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Explainable Hierarchical Imitation Learning for Robotic Drink Pouring

To accurately pour drinks into various containers is an essential skill ...
05/16/2021 ∙ by Dandan Zhang, et al. ∙ 8 ∙ share

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Practical Two-party Privacy-preserving Neural Network Based on Secret Sharing

Neural networks, with the capability to provide efficient predictive mod...
04/10/2021 ∙ by Zhengqiang Ge, et al. ∙ 0 ∙ share

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Symbol-Level Precoding Through the Lens of Zero Forcing and Vector Perturbation

Symbol-level precoding (SLP) has recently emerged as a new paradigm for ...
03/30/2021 ∙ by Yatao Liu, et al. ∙ 0 ∙ share

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Multi-Level Adaptive Region of Interest and Graph Learning for Facial Action Unit Recognition

In facial action unit (AU) recognition tasks, regional feature learning ...
02/24/2021 ∙ by Jingwei Yan, et al. ∙ 0 ∙ share

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Space Shift Keying with Reconfigurable Intelligent Surfaces: Phase Configuration Designs and Performance Analysis

Reconfigurable intelligent surface (RIS)-assisted transmission and space...
02/03/2021 ∙ by Qiang Li, et al. ∙ 0 ∙ share

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Image deblurring based on lightweight multi-information fusion network

Recently, deep learning based image deblurring has been well developed. ...
01/14/2021 ∙ by Yanni Zhang, et al. ∙ 0 ∙ share

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Statistical CSI Based Hybrid mmWave MIMO-NOMA with Max-Min Fairness

Non-orthogonal multiple access (NOMA) and millimeter wave (mmWave) are t...
01/06/2021 ∙ by Jinle Zhu, et al. ∙ 0 ∙ share

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An HVS-Oriented Saliency Map Prediction Modeling

Visual attention is one of the most significant characteristics for sele...
11/08/2020 ∙ by Qiang Li, et al. ∙ 2 ∙ share

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Enhanced User Grouping and Power Allocation for Hybrid mmWave MIMO-NOMA systems

Non-orthogonal multiple access (NOMA) and millimeter wave (mmWave) are t...
10/21/2020 ∙ by Jinle Zhu, et al. ∙ 0 ∙ share

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Single-RF MIMO: From Spatial Modulation to Metasurface-Based Modulation

In multiple-input multiple-output (MIMO), multiple radio frequency (RF) ...
09/02/2020 ∙ by Qiang Li, et al. ∙ 0 ∙ share

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Siamese Keypoint Prediction Network for Visual Object Tracking

Visual object tracking aims to estimate the location of an arbitrary tar...
06/07/2020 ∙ by Qiang Li, et al. ∙ 20 ∙ share

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Deep Reinforcement Learning for Fog Computing-based Vehicular System with Multi-operator Support

This paper studies the potential performance improvement that can be ach...
04/04/2020 ∙ by Xiaohan Zhang, et al. ∙ 0 ∙ share

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Minimizing Age-of-Information for Fog Computing-supported Vehicular Networks with Deep Q-learning

Connected vehicular network is one of the key enablers for next generati...
04/04/2020 ∙ by Maohong Chen, et al. ∙ 1 ∙ share

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AliCoCo: Alibaba E-commerce Cognitive Concept Net

One of the ultimate goals of e-commerce platforms is to satisfy various ...
03/30/2020 ∙ by Xusheng Luo, et al. ∙ 0 ∙ share

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Rapid Whole Slide Imaging via Learning-based Two-shot Virtual Autofocusing

Whole slide imaging (WSI) is an emerging technology for digital patholog...
03/14/2020 ∙ by Qiang Li, et al. ∙ 3 ∙ share

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Latency-Minimized Design of Secure Transmissions in UAV-Aided Communications

Unmanned aerial vehicles (UAVs) can be utilized as aerial base stations ...
03/14/2020 ∙ by Xiongwei Wu, et al. ∙ 0 ∙ share

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Capacity-Aware Edge Caching in Fog Computing Networks

This paper studies edge caching in fog computing networks, where a capac...
02/06/2020 ∙ by Qiang Li, et al. ∙ 0 ∙ share

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Joint Long-Term Cache Updating and Short-Term Content Delivery in Cloud-Based Small Cell Networks

Explosive growth of mobile data demand may impose a heavy traffic burden...
01/24/2020 ∙ by Xiongwei Wu, et al. ∙ 0 ∙ share

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Minimum Symbol-Error Probability Symbol-Level Precoding with Intelligent Reflecting Surface

Recently, the use of intelligent reflecting surface (IRS) has gained con...
01/19/2020 ∙ by Mingjie Shao, et al. ∙ 0 ∙ share

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Spatial-Spectral Residual Network for Hyperspectral Image Super-Resolution

Deep learning-based hyperspectral image super-resolution (SR) methods ha...
01/14/2020 ∙ by Qi Wang, et al. ∙ 0 ∙ share

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Sum Rate Maximization for Multiuser MISO Downlink with Intelligent Reflecting Surface

The intelligent reflecting surface (IRS) is a planar array with massive ...
12/19/2019 ∙ by Qiang Li, et al. ∙ 0 ∙ share

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Machine Learning-based Signal Detection for PMH Signals in Load-modulated MIMO System

Phase Modulation on the Hypersphere (PMH) is a power efficient modulatio...
11/24/2019 ∙ by Jinle Zhu, et al. ∙ 0 ∙ share

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The New Purity and Capacity Models for the OAM-mmWave Communication Systems under Atmospheric Turbulence

The orbital angular momentum (OAM) wireless communication technology is ...
09/10/2019 ∙ by Hanqiong Lou, et al. ∙ 0 ∙ share

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Joint Long-Term Admission Control and Beamforming in Green Downlink Networks: Offline and Online Approaches

Admission control is an effective solution to managing a wireless networ...
09/09/2019 ∙ by Jingran Lin, et al. ∙ 0 ∙ share

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Adversarial Training Methods for Network Embedding

Network Embedding is the task of learning continuous node representation...
08/30/2019 ∙ by Quanyu Dai, et al. ∙ 2 ∙ share

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Latency Minimization for Multiuser Computation Offloading in Fog-Radio Access Networks

This paper considers computation offloading in fog-radio access networks...
07/20/2019 ∙ by Qiang Li, et al. ∙ 0 ∙ share

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Joint Fronthaul Multicast and Cooperative Beamforming for Cache-Enabled Cloud-Based Small Cell Networks: An MDS Codes-Aided Approach

The performance of cloud-based small cell networks (C-SCNs) relies highl...
07/20/2019 ∙ by Xiongwei Wu, et al. ∙ 0 ∙ share

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Depth Restoration: A fast low-rank matrix completion via dual-graph regularization

As a real scenes sensing approach, depth information obtains the widespr...
07/05/2019 ∙ by Wenxiang Zuo, et al. ∙ 3 ∙ share

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Hyperspectral Super-Resolution via Global-Local Low-Rank Matrix Estimation

Hyperspectral super-resolution (HSR) is a problem that aims to estimate ...
07/02/2019 ∙ by Ruiyuan Wu, et al. ∙ 0 ∙ share

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Joint Long-Term Cache Allocation and Short-Term Content Delivery in Green Cloud Small Cell Networks

Recent years have witnessed an exponential growth of mobile data traffic...
04/24/2019 ∙ by Xiongwei Wu, et al. ∙ 0 ∙ share

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Correlated Logistic Model With Elastic Net Regularization for Multilabel Image Classification

In this paper, we present correlated logistic (CorrLog) model for multil...
04/17/2019 ∙ by Qiang Li, et al. ∙ 18 ∙ share

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Adapting Stochastic Block Models to Power-Law Degree Distributions

Stochastic block models (SBMs) have been playing an important role in mo...
04/05/2019 ∙ by Maoying Qiao, et al. ∙ 8 ∙ share

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One-Bit Sigma-Delta MIMO Precoding

Coarsely quantized MIMO signalling methods have gained popularity in the...
03/08/2019 ∙ by Mingjie Shao, et al. ∙ 0 ∙ share

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StyleRemix: An Interpretable Representation for Neural Image Style Transfer

Multi-Style Transfer (MST) intents to capture the high-level visual voca...
02/27/2019 ∙ by Hongmin Xu, et al. ∙ 30 ∙ share

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End-to-end Hand Mesh Recovery from a Monocular RGB Image

In this paper, we present a HAnd Mesh Recovery (HAMR) framework to tackl...
02/25/2019 ∙ by Xiong Zhang, et al. ∙ 22 ∙ share

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PT-ISABB: A Hybrid Tree-based Complete Algorithm to Solve Asymmetric Distributed Constraint Optimization Problems

Asymmetric Distributed Constraint Optimization Problems (ADCOPs) have em...
02/16/2019 ∙ by Yanchen Deng, et al. ∙ 0 ∙ share

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Array Pattern Synthesis: A Tighter Robust Model and ADMM-Based Solution

In most existing robust array beam pattern synthesis studies, the bounde...
01/18/2019 ∙ by Jintai Yang, et al. ∙ 0 ∙ share

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A Framework for One-Bit and Constant-Envelope Precoding over Multiuser Massive MISO Channels

Consider the following problem: A multi-antenna base station (BS) sends ...
10/07/2018 ∙ by Mingjie Shao, et al. ∙ 0 ∙ share

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Multiuser One-Bit Massive MIMO Precoding Under MPSK Signaling

Most recently, there has been a flurry of research activities on studyin...
07/10/2018 ∙ by Mingjie Shao, et al. ∙ 0 ∙ share

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Minimum Symbol Error Rate-Based Constant Envelope Precoding for Multiuser Massive MISO Downlink

This paper considers the problem of constant envelope (CE) precoder desi...
04/23/2018 ∙ by Mingjie Shao, et al. ∙ 0 ∙ share

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Computer-aided diagnosis of lung carcinoma using deep learning - a pilot study

Aim: Early detection and correct diagnosis of lung cancer are the most i...
03/14/2018 ∙ by Zhang Li, et al. ∙ 0 ∙ share

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One-bit massive MIMO precoding via a minimum symbol-error probability design

Massive multiple-input multiple-output (MIMO) has the potential to subst...
03/13/2018 ∙ by Mingjie Shao, et al. ∙ 0 ∙ share

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Higher order monotonicity and submodularity of influence in social networks: from local to global

Kempe, Kleinberg and Tardos (KKT) proposed the following conjecture abou...
03/02/2018 ∙ by Wei Chen, et al. ∙ 0 ∙ share

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Optimize transfer learning for lung diseases in bronchoscopy using a new concept: sequential fine-tuning

Bronchoscopy inspection as a follow-up procedure from the radiological i...
02/10/2018 ∙ by Tao Tan, et al. ∙ 0 ∙ share

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Tradeoff between Delay and Physical Layer Security in Wireless Networks

Exchange of crucial and confidential information leads to the unpreceden...
02/01/2018 ∙ by Yi Zhong, et al. ∙ 0 ∙ share

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Cell-less Communications in 5G Vehicular Networks Based on Vehicle-Installed Access Points

The development of intelligent transportation systems raises many requir...
01/28/2018 ∙ by Lijun Wang, et al. ∙ 0 ∙ share

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Energy Efficiency of Multi-user Multi-antenna Random Cellular Networks with Minimum Distance Constraints

Compared with conventional regular hexagonal cellular models, random cel...
10/31/2017 ∙ by Xiaohu Ge, et al. ∙ 0 ∙ share

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