b'Xin Chen'

research

∙ 07/27/2022

Two-Stream UNET Networks for Semantic Segmentation in Medical Images

Recent advances of semantic image segmentation greatly benefit from deep...

Xin Chen, et al. ∙

research

∙ 07/12/2022

Contrastive Deep Supervision

The success of deep learning is usually accompanied by the growth in neu...

Linfeng Zhang, et al. ∙

research

∙ 07/10/2022

SRRT: Search Region Regulation Tracking

Dominant trackers generate a fixed-size rectangular region based on the ...

Jiawen Zhu, et al. ∙

research

∙ 07/06/2022

Sequential Recommendation Model for Next Purchase Prediction

Timeliness and contextual accuracy of recommendations are increasingly i...

Xin Chen, et al. ∙

research

∙ 06/07/2022

FedRel: An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning

Spatial-temporal data contains rich information and has been widely stud...

Tiehua Zhang, et al. ∙

research

∙ 06/02/2022

Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization

Neural architecture search (NAS) and network pruning are widely studied ...

Yanyu Li, et al. ∙

research

∙ 05/25/2022

Region-aware Knowledge Distillation for Efficient Image-to-Image Translation

Recent progress in image-to-image translation has witnessed the success ...

Linfeng Zhang, et al. ∙

research

∙ 05/16/2022

An Empirical Investigation of Representation Learning for Imitation

Imitation learning often needs a large demonstration set in order to han...

Xin Chen, et al. ∙

research

∙ 05/05/2022

Hybrid CNN Based Attention with Category Prior for User Image Behavior Modeling

User historical behaviors are proved useful for Click Through Rate (CTR)...

Xin Chen, et al. ∙

research

∙ 04/13/2022

WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma

Lung cancer is the leading cause of cancer death worldwide, and adenocar...

Chu Han, et al. ∙

research

∙ 04/13/2022

Physical layer security in large-scale random multiple access wireless sensor networks: a stochastic geometry approach

This paper investigates physical layer security for a large-scale WSN wi...

Tong-Xing Zheng, et al. ∙

research

∙ 04/12/2022

Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search

Neural Architecture Search (NAS) aims to find efficient models for multi...

Minbin Huang, et al. ∙

research

∙ 03/25/2022

Efficient Visual Tracking via Hierarchical Cross-Attention Transformer

In recent years, target tracking has made great progress in accuracy. Th...

Xin Chen, et al. ∙

research

∙ 03/25/2022

High-Performance Transformer Tracking

Correlation has a critical role in the tracking field, especially in rec...

Xin Chen, et al. ∙

research

∙ 03/20/2022

Multi-view Multi-behavior Contrastive Learning in Recommendation

Multi-behavior recommendation (MBR) aims to jointly consider multiple be...

Yiqing Wu, et al. ∙

research

∙ 03/12/2022

Wavelet Knowledge Distillation: Towards Efficient Image-to-Image Translation

Remarkable achievements have been attained with Generative Adversarial N...

Linfeng Zhang, et al. ∙

research

∙ 02/28/2022

RestainNet: a self-supervised digital re-stainer for stain normalization

Color inconsistency is an inevitable challenge in computational patholog...

Bingchao Zhao, et al. ∙

research

∙ 02/21/2022

Remaining Useful Life Prediction Using Temporal Deep Degradation Network for Complex Machinery with Attention-based Feature Extraction

The precise estimate of remaining useful life (RUL) is vital for the pro...

Yuwen Qin, et al. ∙

research

∙ 02/14/2022

Attention-based Deep Neural Networks for Battery Discharge Capacity Forecasting

Battery discharge capacity forecasting is critically essential for the a...

Yadong Zhang, et al. ∙

research

∙ 01/23/2022

Fast Transient Stability Prediction Using Grid-informed Temporal and Topological Embedding Deep Neural Network

Transient stability prediction is critically essential to the fast onlin...

Peiyuan Sun, et al. ∙

research

∙ 12/29/2021

GPS: A Policy-driven Sampling Approach for Graph Representation Learning

Graph representation learning has drawn increasing attention in recent y...

Tiehua Zhang, et al. ∙

research

∙ 12/04/2021

Configuring Intelligent Reflecting Surface with Performance Guarantees: Blind Beamforming

This work gives a blind beamforming strategy for intelligent reflecting ...

Shuyi Ren, et al. ∙

research

∙ 12/04/2021

Configuring Intelligent Reflecting Surface with Performance Guarantees: Optimal Beamforming

This work proposes linear time strategies to optimally configure the pha...

Yaowen Zhang, et al. ∙

research

∙ 10/14/2021

Multi-Layer Pseudo-Supervision for Histopathology Tissue Semantic Segmentation using Patch-level Classification Labels

Tissue-level semantic segmentation is a vital step in computational path...

Chu Han, et al. ∙

research

∙ 10/05/2021

Cellular Network Radio Propagation Modeling with Deep Convolutional Neural Networks

Radio propagation modeling and prediction is fundamental for modern cell...

Xin Zhang, et al. ∙

research

∙ 09/03/2021

Empirical Study of Named Entity Recognition Performance Using Distribution-aware Word Embedding

With the fast development of Deep Learning techniques, Named Entity Reco...

Xin Chen, et al. ∙

research

∙ 08/03/2021

Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI

Brain age estimation based on magnetic resonance imaging (MRI) is an act...

Ruizhe Li, et al. ∙

research

∙ 08/01/2021

Neural Free-Viewpoint Performance Rendering under Complex Human-object Interactions

4D reconstruction of human-object interaction is critical for immersive ...

Guoxing Sun, et al. ∙

research

∙ 07/27/2021

Template-based Chatbot for Agriculture Related FAQs

Agriculture is the fundamental industry of the society, which is the bas...

Daping Zhang, et al. ∙

research

∙ 07/14/2021

Few-shot Neural Human Performance Rendering from Sparse RGBD Videos

Recent neural rendering approaches for human activities achieve remarkab...

Anqi Pang, et al. ∙

research

∙ 07/10/2021

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...

Xin Chen, et al. ∙

research

∙ 07/03/2021

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

Multi-access edge computing (MEC) has been regarded as a promising techn...

Yating Wen, et al. ∙

research

∙ 06/25/2021

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

We propose POLAR, a polynomial arithmetic framework that leverages polyn...

Chao Huang, et al. ∙

research

∙ 05/18/2021

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

Hilbert-Schmidt Independence Criterion (HSIC) has recently been used in ...

Runxiong Wu, et al. ∙

research

∙ 04/26/2021

Two-Server Delegation of Computation on Label-Encrypted Data

Catalano and Fiore propose a scheme to transform a linearly-homomorphic ...

Xin Chen, et al. ∙

research

∙ 04/25/2021

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

Homomorphic secret sharing (HSS) allows multiple input clients to secret...

Xin Chen, et al. ∙

research

∙ 04/23/2021

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

Markerless motion capture and understanding of professional non-daily hu...

Xin Chen, et al. ∙

research

∙ 03/29/2021

Transformer Tracking

Correlation acts as a critical role in the tracking field, especially in...

Xin Chen, et al. ∙

research

∙ 03/11/2021

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

Capturing challenging human motions is critical for numerous application...

Yannan He, et al. ∙

research

∙ 01/27/2021

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

With large-scale integration of renewable generation and ubiquitous dist...

Xin Chen, et al. ∙

research

∙ 01/14/2021

Optimal Clustering in Anisotropic Gaussian Mixture Models

We study the clustering task under anisotropic Gaussian Mixture Models w...

Xin Chen, et al. ∙

research

∙ 12/15/2020

Certifiably Optimal Sparse Sufficient Dimension Reduction

Sufficient dimension reduction (SDR) is a popular tool in regression ana...

Lei Yan, et al. ∙

research

∙ 12/09/2020

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...

Yadong Zhang, et al. ∙

research

∙ 12/03/2020

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

This paper presents the first active object mapping framework for comple...

Yanmin Wu, et al. ∙

research

∙ 11/25/2020

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...

Anzhu Yu, et al. ∙

research

∙ 11/25/2020

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

Infrared (IR) image segmentation is essential in many urban defence appl...

Qinyan Huang, et al. ∙

research

∙ 10/22/2020

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

Potential Drug-Drug Interaction(DDI) occurring while treating complex or...

Yingheng Wang, et al. ∙

research

∙ 10/11/2020

Online Learning and Distributed Control for Residential Demand Response

This paper studies the automated control method for regulating air condi...

Xin Chen, et al. ∙

research

∙ 09/07/2020

Palettailor: Discriminable Colorization for Categorical Data

We present an integrated approach for creating and assigning color palet...

Kecheng Lu, et al. ∙

research

∙ 08/04/2020

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

Neural architecture search (NAS) has attracted increasing attentions in ...

Lingxi Xie, et al. ∙

Xin Chen

Featured Co-authors