b'Hui Li'

research

∙ 01/24/2023

Image Super-Resolution using Efficient Striped Window Transformer

Recently, transformer-based methods have made impressive progress in sin...

Jinpeng Shi, et al. ∙

research

∙ 01/09/2023

MIS: A Multi-Identifier Management and Resolution System Based on Consortium Blockchain in Metaverse

As digital resources become diverse in the metaverse, a DNS-like system ...

Han Wang, et al. ∙

research

∙ 01/01/2023

NeuroExplainer: Fine-Grained Attention Decoding to Uncover Cortical Development Patterns of Preterm Infants

Deploying reliable deep learning techniques in interdisciplinary applica...

Chenyu Xue, et al. ∙

research

∙ 12/20/2022

Galaxy Image Classification using Hierarchical Data Learning with Weighted Sampling and Label Smoothing

With the development of a series of Galaxy sky surveys in recent years, ...

Xiaohua Ma, et al. ∙

research

∙ 12/18/2022

Automated Optical Inspection of FAST's Reflector Surface using Drones and Computer Vision

The Five-hundred-meter Aperture Spherical radio Telescope (FAST) is the ...

Jianan Li, et al. ∙

research

∙ 12/17/2022

Fully and Weakly Supervised Referring Expression Segmentation with End-to-End Learning

Referring Expression Segmentation (RES), which is aimed at localizing an...

Hui Li, et al. ∙

research

∙ 12/06/2022

Self-supervised Graph Representation Learning for Black Market Account Detection

Nowadays, Multi-purpose Messaging Mobile App (MMMA) has become increasin...

Zequan Xu, et al. ∙

research

∙ 11/30/2022

xTrimoABFold: Improving Antibody Structure Prediction without Multiple Sequence Alignments

In the field of antibody engineering, an essential task is to design a n...

Yining Wang, et al. ∙

research

∙ 11/08/2022

Assemble Them All: Physics-Based Planning for Generalizable Assembly by Disassembly

Assembly planning is the core of automating product assembly, maintenanc...

Yunsheng Tian, et al. ∙

research

∙ 10/25/2022

ARENA: Towards Informative Alternative Query Plan Selection for Database Education

A key learning goal of learners taking database systems course is to und...

Hu Wang, et al. ∙

research

∙ 10/04/2022

Safely Learning Visuo-Tactile Feedback Policies in Real For Industrial Insertion

Industrial insertion tasks are often performed repetitively with parts t...

Letian Fu, et al. ∙

research

∙ 09/30/2022

Multicanonical Sequential Monte Carlo Sampler for Uncertainty Quantification

In many real-world engineering systems, the performance or reliability o...

Robert Millar, et al. ∙

research

∙ 09/02/2022

Data Encryption based on 7D Complex Chaotic System with Cubic Memristor for Smart Grid

The information security has an irreplaceable position in the smart grid...

Lei Kou, et al. ∙

research

∙ 08/23/2022

Towards Accurate Facial Landmark Detection via Cascaded Transformers

Accurate facial landmarks are essential prerequisites for many tasks rel...

Hui Li, et al. ∙

research

∙ 07/28/2022

MLRIP: Pre-training a military language representation model with informative factual knowledge and professional knowledge base

Incorporating prior knowledge into pre-trained language models has prove...

Hui Li, et al. ∙

research

∙ 07/28/2022

HelixFold-Single: MSA-free Protein Structure Prediction by Using Protein Language Model as an Alternative

AI-based protein structure prediction pipelines, such as AlphaFold2, hav...

Xiaomin Fang, et al. ∙

research

∙ 06/30/2022

A Medical Image Fusion Method based on MDLatLRRv2

Since MDLatLRR only considers detailed parts (salient features) of input...

Xu Song, et al. ∙

research

∙ 06/23/2022

Shilling Black-box Recommender Systems by Learning to Generate Fake User Profiles

Due to the pivotal role of Recommender Systems (RS) in guiding customers...

Chen Lin, et al. ∙

research

∙ 06/17/2022

FD-CAM: Improving Faithfulness and Discriminability of Visual Explanation for CNNs

Class activation map (CAM) has been widely studied for visual explanatio...

Hui Li, et al. ∙

research

∙ 05/24/2022

Fine-grained Poisoning Attacks to Local Differential Privacy Protocols for Mean and Variance Estimation

Local differential privacy (LDP) protects individual data contributors a...

Xiaoguang Li, et al. ∙

research

∙ 05/20/2022

Learning Dense Reward with Temporal Variant Self-Supervision

Rewards play an essential role in reinforcement learning. In contrast to...

Yuning Wu, et al. ∙

research

∙ 05/09/2022

Visual Encoding and Debiasing for CTR Prediction

Extracting expressive visual features is crucial for accurate Click-Thro...

Si Chen, et al. ∙

research

∙ 04/25/2022

SwinFuse: A Residual Swin Transformer Fusion Network for Infrared and Visible Images

The existing deep learning fusion methods mainly concentrate on the conv...

Zhishe Wang, et al. ∙

research

∙ 04/16/2022

Pushing the Performance Limit of Scene Text Recognizer without Human Annotation

Scene text recognition (STR) attracts much attention over the years beca...

Caiyuan Zheng, et al. ∙

research

∙ 03/29/2022

Discovering Governing Equations by Machine Learning implemented with Invariance

The partial differential equation (PDE) plays a significantly important ...

Chao Chen, et al. ∙

research

∙ 03/05/2022

Fusion-Correction Network for Single-Exposure Correction and Multi-Exposure Fusion

The photographs captured by digital cameras usually suffer from over-exp...

Jin Liang, et al. ∙

research

∙ 01/21/2022

Exploring Fusion Strategies for Accurate RGBT Visual Object Tracking

We address the problem of multi-modal object tracking in video and explo...

Zhangyong Tang, et al. ∙

research

∙ 12/29/2021

Res2NetFuse: A Fusion Method for Infrared and Visible Images

This paper presents a novel Res2Net-based fusion framework for infrared ...

Xu Song, et al. ∙

research

∙ 11/19/2021

Enhanced countering adversarial attacks via input denoising and feature restoring

Despite the fact that deep neural networks (DNNs) have achieved prominen...

Yanni Li, et al. ∙

research

∙ 11/16/2021

Change-point detection for density sequence extracted from SHM data, with application to distributional information break diagnosis encountered in structural condition assessme

Diagnosing the changes of structural behaviors using monitoring data is ...

Xinyi Lei, et al. ∙

research

∙ 10/27/2021

A novel multiobjective evolutionary algorithm based on decomposition and multi-reference points strategy

Many real-world optimization problems such as engineering design can be ...

Wang Chen, et al. ∙

research

∙ 10/02/2021

Functional outlier detection for density-valued data with application to robustify distribution to distribution regression

Distributional data analysis, concerned with statistical analysis and mo...

Xinyi Lei, et al. ∙

research

∙ 07/13/2021

Attention-Guided Progressive Neural Texture Fusion for High Dynamic Range Image Restoration

High Dynamic Range (HDR) imaging via multi-exposure fusion is an importa...

Jie Chen, et al. ∙

research

∙ 07/03/2021

SHORING: Design Provable Conditional High-Order Interaction Network via Symbolic Testing

Deep learning provides a promising way to extract effective representati...

Hui Li, et al. ∙

research

∙ 06/24/2021

MatchVIE: Exploiting Match Relevancy between Entities for Visual Information Extraction

Visual Information Extraction (VIE) task aims to extract key information...

Guozhi Tang, et al. ∙

research

∙ 05/17/2021

TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning

Dynamic graph modeling has recently attracted much attention due to its ...

Lu Wang, et al. ∙

research

∙ 05/05/2021

Towards an efficient framework for Data Extraction from Chart Images

In this paper, we fill the research gap by adopting state-of-the-art com...

Weihong Ma, et al. ∙

research

∙ 04/05/2021

Non-Homogeneous Haze Removal via Artificial Scene Prior and Bidimensional Graph Reasoning

Due to the lack of natural scene and haze prior information, it is great...

Haoran Wei, et al. ∙

research

∙ 03/17/2021

Code Completion by Modeling Flattened Abstract Syntax Trees as Graphs

Code completion has become an essential component of integrated developm...

Yanlin Wang, et al. ∙

research

∙ 03/14/2021

Improving Code Summarization with Block-wise Abstract Syntax Tree Splitting

Automatic code summarization frees software developers from the heavy bu...

Chen Lin, et al. ∙

research

∙ 03/07/2021

RFN-Nest: An end-to-end residual fusion network for infrared and visible images

In the image fusion field, the design of deep learning-based fusion meth...

Hui Li, et al. ∙

research

∙ 03/01/2021

A Bioinspired Approach-Sensitive Neural Network for Collision Detection in Cluttered and Dynamic Backgrounds

Rapid, accurate and robust detection of looming objects in cluttered mov...

Xiao Huang, et al. ∙

research

∙ 03/01/2021

A Bioinspired Retinal Neural Network for Accurately Extracting Small-Target Motion Information in Cluttered Backgrounds

Robust and accurate detection of small moving targets in cluttered movin...

Xiao Huang, et al. ∙

research

∙ 03/01/2021

Towards Enhancing Database Education: Natural Language Generation Meets Query Execution Plans

The database systems course is offered as part of an undergraduate compu...

Weiguo Wang, et al. ∙

research

∙ 02/25/2021

CelebA-Spoof Challenge 2020 on Face Anti-Spoofing: Methods and Results

As facial interaction systems are prevalently deployed, security and rel...

Yuanhan Zhang, et al. ∙

research

∙ 02/13/2021

Sequential Recommendation in Online Games with Multiple Sequences, Tasks and User Levels

Online gaming is a multi-billion-dollar industry, which is growing faste...

Si Chen, et al. ∙

research

∙ 01/26/2021

Self Sparse Generative Adversarial Networks

Generative Adversarial Networks (GANs) are an unsupervised generative mo...

Wenliang Qian, et al. ∙

research

∙ 01/21/2021

Understand Volatility of Algorithmic Stablecoin: Modeling, Verification and Empirical Analysis

An algorithmic stablecoin is a type of cryptocurrency managed by algorit...

Wenqi Zhao, et al. ∙

research

∙ 12/22/2020

To Talk or to Work: Flexible Communication Compression for Energy Efficient Federated Learning over Heterogeneous Mobile Edge Devices

Recent advances in machine learning, wireless communication, and mobile ...

Liang Li, et al. ∙

research

∙ 11/17/2020

Knowledge-Augmented Dexterous Grasping with Incomplete Sensing

Humans can determine a proper strategy to grasp an object according to t...

Bharath Rao, et al. ∙

Hui Li

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