b'Ning Zhang'

research

∙ 07/22/2022

PieTrack: An MOT solution based on synthetic data training and self-supervised domain adaptation

In order to cope with the increasing demand for labeling data and privac...

Yirui Wang, et al. ∙

research

∙ 06/16/2022

Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields

Capitalizing on the recent advances in image generation models, existing...

Keqiang Sun, et al. ∙

research

∙ 05/27/2022

FadMan: Federated Anomaly Detection across Multiple Attributed Networks

Anomaly subgraph detection has been widely used in various applications,...

Nannan Wu, et al. ∙

research

∙ 05/26/2022

Integration of Blockchain and Edge Computing in Internet of Things: A Survey

As an important technology to ensure data security, consistency, traceab...

He Xue, et al. ∙

research

∙ 04/04/2022

Age of Information with Hybrid-ARQ: A Unified Explicit Result

Delivering timely status updates in a timeliness-critical communication ...

Aimin Li, et al. ∙

research

∙ 03/24/2022

Mobile Wireless Rechargeable UAV Networks: Challenges and Solutions

Unmanned aerial vehicles (UAVs) can help facilitate cost-effective and f...

Yuntao Wang, et al. ∙

research

∙ 03/10/2022

LoopITR: Combining Dual and Cross Encoder Architectures for Image-Text Retrieval

Dual encoders and cross encoders have been widely used for image-text re...

Jie Lei, et al. ∙

research

∙ 03/05/2022

A Survey on Metaverse: Fundamentals, Security, and Privacy

Metaverse, as an evolving paradigm of the next-generation Internet, aims...

Yuntao Wang, et al. ∙

research

∙ 03/01/2022

Privacy-Friendly Flexible IoT Health Data Processing with User-Centric Access Control

This paper proposes a novel Single and Multiple user(s) data Aggregation...

Khlood Jastaniah, et al. ∙

research

∙ 03/01/2022

Unsupervised Vision-and-Language Pre-training via Retrieval-based Multi-Granular Alignment

Vision-and-Language (V+L) pre-training models have achieved tremendous s...

Mingyang Zhou, et al. ∙

research

∙ 02/23/2022

Towards Tailored Models on Private AIoT Devices: Federated Direct Neural Architecture Search

Neural networks often encounter various stringent resource constraints w...

Chunhui Zhang, et al. ∙

research

∙ 02/15/2022

CommerceMM: Large-Scale Commerce MultiModal Representation Learning with Omni Retrieval

We introduce CommerceMM - a multimodal model capable of providing a dive...

Licheng Yu, et al. ∙

research

∙ 02/07/2022

Reconfigurable Intelligent Surface With Energy Harvesting Assisted Cooperative Ambient Backscatter Communications

The performance of cooperative ambient backscatter communications (CABC)...

Hui Ma, et al. ∙

research

∙ 02/03/2022

DistrEdge: Speeding up Convolutional Neural Network Inference on Distributed Edge Devices

As the number of edge devices with computing resources (e.g., embedded G...

Xueyu Hou, et al. ∙

research

∙ 01/27/2022

A Knowledge-Based Decision Support System for In Vitro Fertilization Treatment

In Vitro Fertilization (IVF) is the most widely used Assisted Reproducti...

Xizhe Wang, et al. ∙

research

∙ 01/25/2022

On the Feasible Region of Efficient Algorithms for Attributed Graph Alignment

Graph alignment aims at finding the vertex correspondence between two co...

Ziao Wang, et al. ∙

research

∙ 01/18/2022

A Multi-factor Multi-level and Interaction based (M2I) Authentication Framework for Internet of Things (IoT) Applications

Existing authentication solutions proposed for Internet of Things (IoT) ...

Salem AlJanah, et al. ∙

research

∙ 01/11/2022

Smart Director: An Event-Driven Directing System for Live Broadcasting

Live video broadcasting normally requires a multitude of skills and expe...

Yingwei Pan, et al. ∙

research

∙ 01/08/2022

Counteracting Dark Web Text-Based CAPTCHA with Generative Adversarial Learning for Proactive Cyber Threat Intelligence

Automated monitoring of dark web (DW) platforms on a large scale is the ...

Ning Zhang, et al. ∙

research

∙ 12/17/2021

Deep Bayesian Learning for Car Hacking Detection

With the rise of self-drive cars and connected vehicles, cars are equipp...

Laha Ale, et al. ∙

research

∙ 12/17/2021

D3PG: Dirichlet DDGP for Task Partitioning and Offloading with Constrained Hybrid Action Space in Mobile Edge Computing

Mobile Edge Computing (MEC) has been regarded as a promising paradigm to...

Laha Ale, et al. ∙

research

∙ 12/10/2021

Decentralized Spectrum Access System: Vision, Challenges, and a Blockchain Solution

Spectrum access system (SAS) is widely considered the de facto solution ...

Yang Xiao, et al. ∙

research

∙ 10/21/2021

PROVES: Establishing Image Provenance using Semantic Signatures

Modern AI tools, such as generative adversarial networks, have transform...

Mingyang Xie, et al. ∙

research

∙ 07/21/2021

Music Plagiarism Detection via Bipartite Graph Matching

Nowadays, with the prevalence of social media and music creation tools, ...

Tianyao He, et al. ∙

research

∙ 07/21/2021

Melody Structure Transfer Network: Generating Music with Separable Self-Attention

Symbolic music generation has attracted increasing attention, while most...

Ning Zhang, et al. ∙

research

∙ 06/22/2021

Enabling Long-Term Cooperation in Cross-Silo Federated Learning: A Repeated Game Perspective

Cross-silo federated learning (FL) is a distributed learning approach wh...

Ning Zhang, et al. ∙

research

∙ 06/01/2021

Topology and Admittance Estimation: Precision Limits and Algorithms

Distribution grid topology and admittance information are essential for ...

Yuxiao Liu, et al. ∙

research

∙ 05/27/2021

Security and Privacy in the Emerging Cyber-Physical World: A Survey

With the emergence of low-cost smart and connected IoT devices, the area...

Zhiyuan Yu, et al. ∙

research

∙ 05/24/2021

An Automated and Comprehensive Framework for IoT Botnet Detection and Analysis (IoT-BDA)

The proliferation of insecure Internet-connected devices gave rise to th...

Tolijan Trajanovski, et al. ∙

research

∙ 05/18/2021

AI-Native Network Slicing for 6G Networks

With the global roll-out of the fifth generation (5G) networks, it is ne...

Wen Wu, et al. ∙

research

∙ 05/12/2021

Connecting What to Say With Where to Look by Modeling Human Attention Traces

We introduce a unified framework to jointly model images, text, and huma...

Zihang Meng, et al. ∙

research

∙ 03/13/2021

Spatio-Temporal Bayesian Learning for Mobile Edge Computing Resource Planning in Smart Cities

A smart city improves operational efficiency and comfort of living by ha...

Laha Ale, et al. ∙

research

∙ 03/05/2021

LoRa Backscatter Assisted State Estimator for Micro Aerial Vehicles with Online Initialization

The advances in agile micro aerial vehicles (MAVs) have shown great pote...

Shengkai Zhang, et al. ∙

research

∙ 02/01/2021

Attributed Graph Alignment

Motivated by various data science applications including de-anonymizing ...

Ning Zhang, et al. ∙

research

∙ 01/22/2021

Performance Analysis for Cache-enabled Cellular Networks with Cooperative Transmission

The large amount of deployed smart devices put tremendous traffic pressu...

Tianming Feng, et al. ∙

research

∙ 01/20/2021

Spinal Codes Optimization: Error Probability Analysis and Transmission Scheme Design

Spinal codes are known to be capacity achieving over both the additive w...

Aimin Li, et al. ∙

research

∙ 12/14/2020

Binary Black-box Evasion Attacks Against Deep Learning-based Static Malware Detectors with Adversarial Byte-Level Language Model

Anti-malware engines are the first line of defense against malicious sof...

MohammadReza Ebrahimi, et al. ∙

research

∙ 11/25/2020

Energy-Efficient Task Offloading and Resource Allocation in Mobile Edge Computing with Sequential Task Dependency

In this paper, we investigate the computation task with its sub-tasks su...

Xuming An, et al. ∙

research

∙ 08/17/2020

DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing

Network slicing enables multiple virtual networks run on the same physic...

Qiang Liu, et al. ∙

research

∙ 05/13/2020

Robust Visual Object Tracking with Two-Stream Residual Convolutional Networks

The current deep learning based visual tracking approaches have been ver...

Ning Zhang, et al. ∙

research

∙ 04/20/2020

Sparse Oblique Decision Tree for Power System Security Rules Extraction and Embedding

Increasing the penetration of variable generation has a substantial effe...

Qingchun Hou, et al. ∙

research

∙ 04/20/2020

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...

Ning Zhang, et al. ∙

research

∙ 04/12/2020

DeepEDN: A Deep Learning-based Image Encryption and Decryption Network for Internet of Medical Things

Internet of Medical Things (IoMT) can connect many medical imaging equip...

Yi Ding, et al. ∙

research

∙ 02/20/2020

Modeling the Impact of Network Connectivity on Consensus Security of Proof-of-Work Blockchain

Blockchain, the technology behind the popular Bitcoin, is considered a "...

Yang Xiao, et al. ∙

research

∙ 02/02/2020

Multiuser Scheduling for Minimizing Age of Information in Uplink MIMO Systems

This paper concerns the user scheduling problem in a multiuser multiple-...

He Chen, et al. ∙

research

∙ 01/29/2020

3D Aggregated Faster R-CNN for General Lesion Detection

Lesions are damages and abnormalities in tissues of the human body. Many...

Ning Zhang, et al. ∙

research

∙ 12/26/2019

Multidimensional Variational Line Spectra Estimation

The fundamental multidimensional line spectral estimation problem is add...

Qi Zhang, et al. ∙

research

∙ 12/18/2019

RF Backscatter-based State Estimation for Micro Aerial Vehicles

The advances in compact and agile micro aerial vehicles (MAVs) have show...

Shengkai Zhang, et al. ∙

research

∙ 12/18/2019

Enjoy the Untrusted Cloud: A Secure, Scalable and Efficient SQL-like Query Framework for Outsourcing Data

While the security of the cloud remains a concern, a common practice is ...

Yaxing Chen, et al. ∙

research

∙ 11/19/2019

Mini Lesions Detection on Diabetic Retinopathy Images via Large Scale CNN Features

Diabetic retinopathy (DR) is a diabetes complication that affects eyes. ...

Qilei Chen, et al. ∙

Ning Zhang

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