Li Chen

Xiaomingbot: A Multilingual Robot News Reporter

This paper proposes the building of Xiaomingbot, an intelligent, multili...
07/12/2020 ∙ by Runxin Xu, et al. ∙ 0 ∙ share

read it
Noise Robust TTS for Low Resource Speakers using Pre-trained Model and Speech Enhancement

With the popularity of deep neural network, speech synthesis task has ac...
05/26/2020 ∙ by Dongyang Dai, et al. ∙ 0 ∙ share

read it
Fast Dynamic Cuts, Distances and Effective Resistances via Vertex Sparsifiers

We present a general framework of designing efficient dynamic approximat...
05/05/2020 ∙ by Li Chen, et al. ∙ 0 ∙ share

read it
DAPnet: A double self-attention convolutional network for segmentation of point clouds

LiDAR point cloud has a complex structure and the 3D semantic labeling o...
04/18/2020 ∙ by Li Chen, et al. ∙ 8 ∙ share

read it
Large-scale Real-time Personalized Similar Product Recommendations

Similar product recommendation is one of the most common scenes in e-com...
04/12/2020 ∙ by Zhi Liu, et al. ∙ 0 ∙ share

read it
A Survey on Conversational Recommender Systems

Recommender systems are software applications that help users to find it...
04/01/2020 ∙ by Dietmar Jannach, et al. ∙ 7 ∙ share

read it
Content Adaptive and Error Propagation Aware Deep Video Compression

Recently, learning based video compression methods attract increasing at...
03/25/2020 ∙ by Guo Lu, et al. ∙ 0 ∙ share

read it
DASNet: Dual attentive fully convolutional siamese networks for change detection of high resolution satellite images

Change detection is a basic task of remote sensing image processing. The...
03/07/2020 ∙ by Jie Chen, et al. ∙ 15 ∙ share

read it
Blurry Video Frame Interpolation

Existing works reduce motion blur and up-convert frame rate through two ...
02/27/2020 ∙ by Wang Shen, et al. ∙ 2 ∙ share

read it
Uniform Interpolation Constrained Geodesic Learning on Data Manifold

In this paper, we propose a method to learn a minimizing geodesic within...
02/12/2020 ∙ by Cong Geng, et al. ∙ 9 ∙ share

read it
Fast Kernel k-means Clustering Using Incomplete Cholesky Factorization

Kernel-based clustering algorithm can identify and capture the non-linea...
02/07/2020 ∙ by Li Chen, et al. ∙ 0 ∙ share

read it
Stable Sparse Subspace Embedding for Dimensionality Reduction

Sparse random projection (RP) is a popular tool for dimensionality reduc...
02/07/2020 ∙ by Li Chen, et al. ∙ 0 ∙ share

read it
Convolution Neural Network Architecture Learning for Remote Sensing Scene Classification

Remote sensing image scene classification is a fundamental but challengi...
01/27/2020 ∙ by Jie Chen, et al. ∙ 7 ∙ share

read it
FFusionCGAN: An end-to-end fusion method for few-focus images using conditional GAN in cytopathological digital slides

Multi-focus image fusion technologies compress different focus depth ima...
01/03/2020 ∙ by Xiebo Geng, et al. ∙ 32 ∙ share

read it
SCAttNet: Semantic Segmentation Network with Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing Images

High-resolution remote sensing images (HRRSIs) contain substantial groun...
12/19/2019 ∙ by Haifeng Li, et al. ∙ 0 ∙ share

read it
Hypothesis testing for populations of networks

It has become an increasingly common practice for scientists in modern s...
11/09/2019 ∙ by Li Chen, et al. ∙ 0 ∙ share

read it
Robust Federated Learning with Noisy Communication

Federated learning is a communication-efficient training process that al...
11/01/2019 ∙ by Fan Ang, et al. ∙ 22 ∙ share

read it
Adversarial Example in Remote Sensing Image Recognition

With the wide application of remote sensing technology in various fields...
10/29/2019 ∙ by Li Chen, et al. ∙ 3 ∙ share

read it
Dense Dilated Network with Probability Regularized Walk for Vessel Detection

The detection of retinal vessel is of great importance in the diagnosis ...
10/26/2019 ∙ by Lei Mou, et al. ∙ 5 ∙ share

read it
Accelerating Federated Learning via Momentum Gradient Descent

Federated learning (FL) provides a communication-efficient approach to s...
10/08/2019 ∙ by Wei Liu, et al. ∙ 0 ∙ share

read it
Multi-stage domain adversarial style reconstruction for cytopathological image stain normalization

The different stain styles of cytopathological images have a negative ef...
09/11/2019 ∙ by Xihao Chen, et al. ∙ 12 ∙ share

read it
Adaptive Wasserstein Hourglass for Weakly Supervised Hand Pose Estimation from Monocular RGB

Insufficient labeled training datasets is one of the bottlenecks of 3D h...
09/11/2019 ∙ by Yumeng Zhang, et al. ∙ 0 ∙ share

read it
Computing and Communicating Functions in Disorganized Wireless Networks

For future wireless networks, enormous numbers of interconnections are r...
08/14/2019 ∙ by Fangzhou Wu, et al. ∙ 0 ∙ share

read it
MetaAdvDet: Towards Robust Detection of Evolving Adversarial Attacks

Deep neural networks (DNNs) are vulnerable to adversarial attack which i...
08/06/2019 ∙ by Chen Ma, et al. ∙ 0 ∙ share

read it
Change-point detection in dynamic networks via graphon estimation

We propose a general approach for change-point detection in dynamic netw...
08/05/2019 ∙ by Zifeng Zhao, et al. ∙ 0 ∙ share

read it
User Validation of Recommendation Serendipity Metrics

Though it has been recognized that recommending serendipitous (i.e., sur...
06/27/2019 ∙ by Li Chen, et al. ∙ 0 ∙ share

read it
An End-to-End Block Autoencoder For Physical Layer Based On Neural Networks

Deep Learning has been widely applied in the area of image processing an...
06/15/2019 ∙ by Tianjie Mu, et al. ∙ 0 ∙ share

read it
Sparse Representation Classification via Screening for Graphs

The sparse representation classifier (SRC) is shown to work well for ima...
06/04/2019 ∙ by Cencheng Shen, et al. ∙ 0 ∙ share

read it
Privacy Preserving Adjacency Spectral Embedding on Stochastic Blockmodels

For graphs generated from stochastic blockmodels, adjacency spectral emb...
05/16/2019 ∙ by Li Chen, et al. ∙ 0 ∙ share

read it
BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading

Diabetic retinopathy (DR) is a common retinal disease that leads to blin...
05/15/2019 ∙ by Ziyuan Zhao, et al. ∙ 0 ∙ share

read it
To believe or not to believe: Validating explanation fidelity for dynamic malware analysis

Converting malware into images followed by vision-based deep learning al...
04/30/2019 ∙ by Li Chen, et al. ∙ 0 ∙ share

read it
Ranking-Based Autoencoder for Extreme Multi-label Classification

Extreme Multi-label classification (XML) is an important yet challenging...
04/11/2019 ∙ by Bingyu Wang, et al. ∙ 0 ∙ share

read it
Understanding the efficacy, reliability and resiliency of computer vision techniques for malware detection and future research directions

My research lies in the intersection of security and machine learning. T...
04/03/2019 ∙ by Li Chen, et al. ∙ 0 ∙ share

read it
Adversarial Feature Genome: a Data Driven Adversarial Examples Recognition Method

Convolutional neural networks (CNNs) are easily spoofed by adversarial e...
12/25/2018 ∙ by Li Chen, et al. ∙ 20 ∙ share

read it
Towards resilient machine learning for ransomware detection

There has been a surge of interest in using machine learning (ML) to aut...
12/21/2018 ∙ by Li Chen, et al. ∙ 0 ∙ share

read it
Deep Transfer Learning for Static Malware Classification

We propose to apply deep transfer learning from computer vision to stati...
12/18/2018 ∙ by Li Chen, et al. ∙ 40 ∙ share

read it
AU R-CNN: Encoding Expert Prior Knowledge into R-CNN for Action Unit Detection

Modeling action units (AUs) on human faces is challenging because variou...
12/14/2018 ∙ by Chen Ma, et al. ∙ 10 ∙ share

read it
Computation Over NOMA: Improved Achievable Rate Through Sub-Function Superposition

Massive numbers of nodes will be connected in future wireless networks. ...
12/13/2018 ∙ by Fangzhou Wu, et al. ∙ 0 ∙ share

read it
Understanding the Importance of Single Directions via Representative Substitution

Understanding the internal representations of deep neural networks (DNNs...
11/27/2018 ∙ by Li Chen, et al. ∙ 8 ∙ share

read it
Digital Geometry, a Survey

This paper provides an overview of modern digital geometry and topology ...
07/06/2018 ∙ by Li Chen, et al. ∙ 0 ∙ share

read it
Computation over Wide-Band MAC: Improved Achievable Rate through Sub-Function Allocation

Future networks are expected to connect an enormous number of nodes wire...
06/22/2018 ∙ by Fangzhou Wu, et al. ∙ 0 ∙ share

read it
ADAGIO: Interactive Experimentation with Adversarial Attack and Defense for Audio

Adversarial machine learning research has recently demonstrated the feas...
05/30/2018 ∙ by Nilaksh Das, et al. ∙ 0 ∙ share

read it
TCP Decoupling for Next Generation Communication System

In traditional networks, interfaces of network nodes are duplex. But, em...
04/08/2018 ∙ by Xiaohui Chen, et al. ∙ 0 ∙ share

read it
Over-the-Air Computation in MIMO Multi-Access Channels: Beamforming and Channel Feedback

To support future IoT networks with dense sensor connectivity, a techniq...
03/29/2018 ∙ by Guangxu Zhu, et al. ∙ 0 ∙ share

read it
Programmable Switch as a Parallel Computing Device

Modern switches have packet processing capacity of up to multi-tera bits...
03/05/2018 ∙ by Li Chen, et al. ∙ 0 ∙ share

read it
Shield: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

The rapidly growing body of research in adversarial machine learning has...
02/19/2018 ∙ by Nilaksh Das, et al. ∙ 0 ∙ share

read it
Vertex nomination: The canonical sampling and the extended spectral nomination schemes

Suppose that one particular block in a stochastic block model is deemed ...
02/14/2018 ∙ by Jordan Yoder, et al. ∙ 0 ∙ share

read it
HeNet: A Deep Learning Approach on Intel^ Processor Trace for Effective Exploit Detection

This paper presents HeNet, a hierarchical ensemble neural network, appli...
01/08/2018 ∙ by Li Chen, et al. ∙ 0 ∙ share

read it
Y-net: 3D intracranial artery segmentation using a convolutional autoencoder

Automated segmentation of intracranial arteries on magnetic resonance an...
12/19/2017 ∙ by Li Chen, et al. ∙ 0 ∙ share

read it
Algebraic Soft Decoding Algorithms for Reed-Solomon Codes Using Module

The interpolation based algebraic decoding for Reed-Solomon (RS) codes c...
12/04/2017 ∙ by Jiongyue Xing, et al. ∙ 0 ∙ share

read it

Li Chen

Featured Co-authors