b'Xin Chen'

Template-based Chatbot for Agriculture Related FAQs

Agriculture is the fundamental industry of the society, which is the bas...
07/27/2021 ∙ by Daping Zhang, et al. ∙ 0 ∙ share

read it
Few-shot Neural Human Performance Rendering from Sparse RGBD Videos

Recent neural rendering approaches for human activities achieve remarkab...
07/14/2021 ∙ by Anqi Pang, et al. ∙ 0 ∙ share

read it
On Estimating Optimal Regime for Treatment Initiation Time Based on Restricted Mean Residual Lifetime

When to initiate treatment on patients is an important problem in many m...
07/10/2021 ∙ by Xin Chen, et al. ∙ 0 ∙ share

read it
Physical Layer Security for NOMA-Enabled Multi-Access Edge Computing Wireless Networks

Multi-access edge computing (MEC) has been regarded as a promising techn...
07/03/2021 ∙ by Yating Wen, et al. ∙ 0 ∙ share

read it
POLAR: A Polynomial Arithmetic Framework for Verifying Neural-Network Controlled Systems

We propose POLAR, a polynomial arithmetic framework that leverages polyn...
06/25/2021 ∙ by Chao Huang, et al. ∙ 0 ∙ share

read it
High-Dimensional Sparse Single-Index Regression Via Hilbert-Schmidt Independence Criterion

Hilbert-Schmidt Independence Criterion (HSIC) has recently been used in ...
05/18/2021 ∙ by Runxiong Wu, et al. ∙ 0 ∙ share

read it
Two-Server Delegation of Computation on Label-Encrypted Data

Catalano and Fiore propose a scheme to transform a linearly-homomorphic ...
04/26/2021 ∙ by Xin Chen, et al. ∙ 0 ∙ share

read it
Two-Server Verifiable Homomorphic Secret Sharing for High-Degree Polynomials

Homomorphic secret sharing (HSS) allows multiple input clients to secret...
04/25/2021 ∙ by Xin Chen, et al. ∙ 0 ∙ share

read it
SportsCap: Monocular 3D Human Motion Capture and Fine-grained Understanding in Challenging Sports Videos

Markerless motion capture and understanding of professional non-daily hu...
04/23/2021 ∙ by Xin Chen, et al. ∙ 0 ∙ share

read it
Transformer Tracking

Correlation acts as a critical role in the tracking field, especially in...
03/29/2021 ∙ by Xin Chen, et al. ∙ 0 ∙ share

read it
ChallenCap: Monocular 3D Capture of Challenging Human Performances using Multi-Modal References

Capturing challenging human motions is critical for numerous application...
03/11/2021 ∙ by Yannan He, et al. ∙ 0 ∙ share

read it
Reinforcement Learning for Decision-Making and Control in Power Systems: Tutorial, Review, and Vision

With large-scale integration of renewable generation and ubiquitous dist...
01/27/2021 ∙ by Xin Chen, et al. ∙ 0 ∙ share

read it
Optimal Clustering in Anisotropic Gaussian Mixture Models

We study the clustering task under anisotropic Gaussian Mixture Models w...
01/14/2021 ∙ by Xin Chen, et al. ∙ 0 ∙ share

read it
Certifiably Optimal Sparse Sufficient Dimension Reduction

Sufficient dimension reduction (SDR) is a popular tool in regression ana...
12/15/2020 ∙ by Lei Yan, et al. ∙ 0 ∙ share

read it
Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification

In the time-series analysis, the time series motifs and the order patter...
12/09/2020 ∙ by Yadong Zhang, et al. ∙ 0 ∙ share

read it
Object-Driven Active Mapping for More Accurate Object Pose Estimation and Robotic Grasping

This paper presents the first active object mapping framework for comple...
12/03/2020 ∙ by Yanmin Wu, et al. ∙ 0 ∙ share

read it
Attention Aware Cost Volume Pyramid Based Multi-view Stereo Network for 3D Reconstruction

We present an efficient multi-view stereo (MVS) network for 3D reconstru...
11/25/2020 ∙ by Anzhu Yu, et al. ∙ 1 ∙ share

read it
Multi-feature driven active contour segmentation model for infrared image with intensity inhomogeneity

Infrared (IR) image segmentation is essential in many urban defence appl...
11/25/2020 ∙ by Qinyan Huang, et al. ∙ 9 ∙ share

read it
Multi-view Graph Contrastive Representation Learning for Drug-Drug Interaction Prediction

Potential Drug-Drug Interaction(DDI) occurring while treating complex or...
10/22/2020 ∙ by Yingheng Wang, et al. ∙ 0 ∙ share

read it
Online Learning and Distributed Control for Residential Demand Response

This paper studies the automated control method for regulating air condi...
10/11/2020 ∙ by Xin Chen, et al. ∙ 0 ∙ share

read it
Palettailor: Discriminable Colorization for Categorical Data

We present an integrated approach for creating and assigning color palet...
09/07/2020 ∙ by Kecheng Lu, et al. ∙ 0 ∙ share

read it
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap

Neural architecture search (NAS) has attracted increasing attentions in ...
08/04/2020 ∙ by Lingxi Xie, et al. ∙ 41 ∙ share

read it
Balancing Common Treatment and Epidemic Control in Medical Procurement during COVID-19: Transform-and-Divide Evolutionary Optimization

Balancing common disease treatment and epidemic control is a key objecti...
08/02/2020 ∙ by Yu-Jun Zheng, et al. ∙ 15 ∙ share

read it
Secure Computation Framework for Multiple Data Providers Against Malicious Adversaries

Due to the great development of secure multi-party computation, many pra...
07/29/2020 ∙ by Zhili Chen, et al. ∙ 0 ∙ share

read it
GOLD-NAS: Gradual, One-Level, Differentiable

There has been a large literature of neural architecture search, but mos...
07/07/2020 ∙ by Kaifeng Bi, et al. ∙ 8 ∙ share

read it
Testing and Support Recovery of Correlation Structures for Matrix-Valued Observations with an Application to Stock Market Data

Estimation of the covariance matrix of asset returns is crucial to portf...
06/30/2020 ∙ by Xin Chen, et al. ∙ 0 ∙ share

read it
AutoSweep: Recovering 3D Editable Objectsfrom a Single Photograph

This paper presents a fully automatic framework for extracting editable ...
05/27/2020 ∙ by Xin Chen, et al. ∙ 6 ∙ share

read it
A Novel Meta Learning Framework for Feature Selection using Data Synthesis and Fuzzy Similarity

This paper presents a novel meta learning framework for feature selectio...
05/20/2020 ∙ by Zixiao Shen, et al. ∙ 10 ∙ share

read it
A Novel Weighted Combination Method for Feature Selection using Fuzzy Sets

In this paper, we propose a novel weighted combination feature selection...
05/11/2020 ∙ by Zixiao Shen, et al. ∙ 8 ∙ share

read it
Performance Optimization of a Fuzzy Entropy based Feature Selection and Classification Framework

In this paper, based on a fuzzy entropy feature selection framework, dif...
05/11/2020 ∙ by Zixiao Shen, et al. ∙ 6 ∙ share

read it
FU-net: Multi-class Image Segmentation Using Feedback Weighted U-net

In this paper, we present a generic deep convolutional neural network (D...
04/28/2020 ∙ by Mina Jafari, et al. ∙ 15 ∙ share

read it
DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation

Residual network (ResNet) and densely connected network (DenseNet) have ...
04/28/2020 ∙ by Mina Jafari, et al. ∙ 52 ∙ share

read it
A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images using Inaccurate Annotations

Semantic image segmentation is one of the most important tasks in medica...
04/20/2020 ∙ by Ning Zhang, et al. ∙ 14 ∙ share

read it
Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks

Neural architecture search has attracted wide attentions in both academi...
04/17/2020 ∙ by Xin Chen, et al. ∙ 6 ∙ share

read it
A generic ensemble based deep convolutional neural network for semi-supervised medical image segmentation

Deep learning based image segmentation has achieved the state-of-the-art...
04/16/2020 ∙ by Ruizhe Li, et al. ∙ 30 ∙ share

read it
Triad State Space Construction for Chaotic Signal Classification with Deep Learning

Inspired by the well-known permutation entropy (PE), an effective image ...
03/26/2020 ∙ by Yadong Zhang, et al. ∙ 6 ∙ share

read it
Circumventing Outliers of AutoAugment with Knowledge Distillation

AutoAugment has been a powerful algorithm that improves the accuracy of ...
03/25/2020 ∙ by Longhui Wei, et al. ∙ 6 ∙ share

read it
Online Residential Demand Response via Contextual Multi-Armed Bandits

Residential load demands have huge potential to be exploited to enhance ...
03/07/2020 ∙ by Xin Chen, et al. ∙ 8 ∙ share

read it
Biased Stochastic Gradient Descent for Conditional Stochastic Optimization

Conditional Stochastic Optimization (CSO) covers a variety of applicatio...
02/25/2020 ∙ by Yifan Hu, et al. ∙ 13 ∙ share

read it
Motif Difference Field: A Simple and Effective Image Representation of Time Series for Classification

Time series motifs play an important role in the time series analysis. T...
01/21/2020 ∙ by Yadong Zhang, et al. ∙ 21 ∙ share

read it
Latency-Aware Differentiable Neural Architecture Search

Differentiable neural architecture search methods became popular in auto...
01/17/2020 ∙ by Yuhui Xu, et al. ∙ 3 ∙ share

read it
Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild

With the rapid development of neural architecture search (NAS), research...
12/23/2019 ∙ by Xin Chen, et al. ∙ 0 ∙ share

read it
MM Algorithms for Distance Covariance based Sufficient Dimension Reduction and Sufficient Variable Selection

Sufficient dimension reduction (SDR) using distance covariance (DCOV) wa...
12/13/2019 ∙ by Runxiong Wu, et al. ∙ 0 ∙ share

read it
A More Refined Mobile Edge Cache Replacement Scheme for Adaptive Video Streaming with Mutual Cooperation in Multi-MEC Servers

In this paper, we propose a more refined video segment based Mobile Edge...
11/25/2019 ∙ by Xinyu Huang, et al. ∙ 0 ∙ share

read it
Stabilizing DARTS with Amended Gradient Estimation on Architectural Parameters

Differentiable neural architecture search has been a popular methodology...
10/25/2019 ∙ by Kaifeng Bi, et al. ∙ 0 ∙ share

read it
Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation

Supervised semantic segmentation normally assumes the test data being in...
09/25/2019 ∙ by Xianxu Hou, et al. ∙ 0 ∙ share

read it
Data Augmentation Revisited: Rethinking the Distribution Gap between Clean and Augmented Data

Data augmentation has been widely applied as an effective methodology to...
09/19/2019 ∙ by Zhuoxun He, et al. ∙ 0 ∙ share

read it
PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search

Differentiable architecture search (DARTS) provided a fast solution in f...
07/12/2019 ∙ by Yuhui Xu, et al. ∙ 0 ∙ share

read it
ReachNN: Reachability Analysis of Neural-Network Controlled Systems

Applying neural networks as controllers in dynamical systems has shown g...
06/25/2019 ∙ by Chao Huang, et al. ∙ 0 ∙ share

read it
Sample Complexity of Sample Average Approximation for Conditional Stochastic Optimization

In this paper, we study a class of stochastic optimization problems, ref...
05/28/2019 ∙ by Yifan Hu, et al. ∙ 0 ∙ share

read it

Xin Chen

Featured Co-authors