Nan Zhang | DeepAI

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190 publications
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103 publications
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87 publications
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∙ 08/23/2023

Leverage classifier: Another look at support vector machine

Support vector machine (SVM) is a popular classifier known for accuracy,...

0 Yixin Han, et al. ∙

∙ 11/26/2022

Boosting COVID-19 Severity Detection with Infection-aware Contrastive Mixup Classifcation

This paper presents our solution for the 2nd COVID-19 Severity Detection...

0 Junlin Hou, et al. ∙

∙ 11/26/2022

CMC v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors

This paper presents our solution for the 2nd COVID-19 Competition, occur...

0 Junlin Hou, et al. ∙

∙ 08/18/2022

A Joint Estimation Approach to Sparse Additive Ordinary Differential Equations

Ordinary differential equations (ODEs) are widely used to characterize t...

0 Nan Zhang, et al. ∙

∙ 07/19/2022

Explainable Human-in-the-loop Dynamic Data-Driven Digital Twins

Digital Twins (DT) are essentially Dynamic Data-driven models that serve...

0 Nan Zhang, et al. ∙

∙ 06/17/2022

Dynamical Modeling for non-Gaussian Data with High-dimensional Sparse Ordinary Differential Equations

Ordinary differential equations (ODE) have been widely used for modeling...

0 muye-nanshan, et al. ∙

∙ 06/14/2022

Density Regression with Conditional Support Points

Density regression characterizes the conditional density of the response...

0 Yunlu Chen, et al. ∙

∙ 05/26/2022

DT-SV: A Transformer-based Time-domain Approach for Speaker Verification

Speaker verification (SV) aims to determine whether the speaker's identi...

0 Nan Zhang, et al. ∙

∙ 04/15/2022

Knowledge Equivalence in Digital Twins of Intelligent Systems

A digital twin contains up-to-date data-driven models of the physical wo...

0 Nan Zhang, et al. ∙

∙ 04/10/2022

Optimal Subsampling for Large Sample Ridge Regression

Subsampling is a popular approach to alleviating the computational burde...

0 Yunlu Chen, et al. ∙

∙ 12/19/2021

A Novel Load Balancing Scheme for Mobile Edge Computing

To overcome long propagation delays for data exchange between the remote...

0 Zhenhua Duan, et al. ∙

∙ 08/09/2021

Multi-User Cooperative Computation Framework Based on Bertrand Game

In this paper, a multi-user cooperative computing framework is applied t...

0 Nan Zhang, et al. ∙

∙ 09/09/2020

6G for Bridging the Digital Divide: Wireless Connectivity to Remote Areas

In telecommunications, network sustainability as a requirement is closel...

0 Abdelaali Chaoub, et al. ∙

∙ 07/10/2020

A Causal Inference Approach to Measure the Vulnerability of Urban Metro Systems

Transit operators and passengers need vulnerability measures to understa...

0 Nan Zhang, et al. ∙

∙ 04/30/2020

A 6G White Paper on Connectivity for Remote Areas

In many places all over the world rural and remote areas lack proper con...

0 Harri Saarnisaari, et al. ∙

∙ 05/17/2019

Unsupervised Machine Learning for the Discovery of Latent Disease Clusters and Patient Subgroups Using Electronic Health Records

Machine learning has become ubiquitous and a key technology on mining el...

0 Yanshan Wang, et al. ∙

∙ 12/16/2018

User-Centric Joint Access-Backhaul Design for Full-Duplex Self-Backhauled Wireless Networks

Full-duplex self-backhauling is promising to provide cost-effective and ...

0 Erkai Chen, et al. ∙

∙ 11/05/2018

DSIC: Deep Learning based Self-Interference Cancellation for In-Band Full Duplex Wireless

In-band full duplex wireless is of utmost interest to future wireless co...

0 Hanqing Guo, et al. ∙

∙ 09/04/2018

A characterization of the consistent Hoare powerdomains over dcpos

It has been shown that for a dcpo P, the Scott closure of Γ_c(P) in Γ(P)...

0 Zhongxi Zhang, et al. ∙

∙ 08/25/2018

Translating Xd-C programs to MSVL programs

C language is one of the most popular languages for software systems. In...

0 Meng Wang, et al. ∙

∙ 08/25/2018

Translating C programs to MSVL programs

C language is one of the most popular languages in system programming an...

0 Meng Wang, et al. ∙

∙ 07/13/2018

QR2: A Third-party Query Reranking Service Over Web Databases

The ranked retrieval model has rapidly become the de-facto way for searc...

0 Yeshwanth D. Gunasekaran, et al. ∙

∙ 05/03/2018

Understanding and Mitigating the Security Risks of Voice-Controlled Third-Party Skills on Amazon Alexa and Google Home

Virtual personal assistants (VPA) (e.g., Amazon Alexa and Google Assista...

0 Nan Zhang, et al. ∙

∙ 03/21/2018

Understanding the Relationships between Information Architectures and Business Models

Based on the dualism of information architecture and business model by K...

0 Nan Zhang, et al. ∙

∙ 02/28/2018

RRR: Rank-Regret Representative

We propose the rank-regret representative as a way of choosing a small s...

0 Abolfazl Asudeh, et al. ∙

∙ 02/26/2017

Citation personal display: A case study of personal websites by physicists in 11 well-known universities

This paper aims to investigate the extent to which researchers display c...

0 Xingchen Li, et al. ∙

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