Ziqi Xu | DeepAI

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Featured Co-authors

Ming Li
199 publications
Ke Wang
107 publications
Lin Liu
77 publications
Jiuyong Li
38 publications
Bing Xue
36 publications
Jixue Liu
23 publications
Kui Yu
20 publications
Thuc Duy Le
18 publications
Chenyang Lu
17 publications
Debo Cheng
17 publications
Yanjun Pan
9 publications

∙ 08/19/2023

Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection

Survey data can contain a high number of features while having a compara...

0 Benjamin C. Warner, et al. ∙

∙ 07/06/2023

Assisting Clinical Decisions for Scarcely Available Treatment via Disentangled Latent Representation

Extracorporeal membrane oxygenation (ECMO) is an essential life-supporti...

0 Bing Xue, et al. ∙

∙ 06/29/2023

Secret-Free Device Pairing in the mmWave Band

Many Next Generation (NextG) applications feature devices that are capab...

0 Ziqi Xu, et al. ∙

∙ 06/21/2023

Learning Conditional Instrumental Variable Representation for Causal Effect Estimation

One of the fundamental challenges in causal inference is to estimate the...

0 Debo Cheng, et al. ∙

∙ 04/24/2023

Causal Effect Estimation with Variational AutoEncoder and the Front Door Criterion

An essential problem in causal inference is estimating causal effects fr...

0 Ziqi Xu, et al. ∙

∙ 04/10/2023

Linking a predictive model to causal effect estimation

A predictive model makes outcome predictions based on some given feature...

0 Jiuyong Li, et al. ∙

∙ 02/19/2023

Disentangled Representation for Causal Mediation Analysis

Estimating direct and indirect causal effects from observational data is...

0 Ziqi Xu, et al. ∙

∙ 11/29/2022

Causal Inference with Conditional Instruments using Deep Generative Models

The instrumental variable (IV) approach is a widely used way to estimate...

0 Debo Cheng, et al. ∙

∙ 08/31/2022

Wiggle: Physical Challenge-Response Verification of Vehicle Platooning

Autonomous vehicle platooning promises many benefits such as fuel effici...

0 Connor Dickey, et al. ∙

∙ 08/19/2022

Disentangled Representation with Causal Constraints for Counterfactual Fairness

Much research has been devoted to the problem of learning fair represent...

0 Ziqi Xu, et al. ∙

∙ 07/21/2021

PoF: Proof-of-Following for Vehicle Platoons

Cooperative vehicle platooning significantly improves highway safety and...

0 Ziqi Xu, et al. ∙

∙ 06/04/2021

Man-in-the-Middle Attack Resistant Secret Key Generation via Channel Randomization

Physical-layer based key generation schemes exploit the channel reciproc...

0 Yanjun Pan, et al. ∙

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