Xi Yang

About Xi Yang

Xi Yang, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at Xi'an Jiaotong-Liverpool University, specializes in the field of Bayes Machine learning, Density model, Latent variable model, Non-parametric methods..

His recent articles reflect a diverse array of research interests and contributions to the field:

EgPDE-Net: Building Continuous Neural Networks for Time Series Prediction With Exogenous Variables

Continuous Image Outpainting with Neural ODE

Rethinking Multi-domain Generalization with A General Learning Objective

Towards deeper and better multi-view feature fusion for 3D semantic segmentation

Towards better long-tailed oracle character recognition with adversarial data augmentation

CRA: Text to Image Retrieval for Architecture Images by Chinese CLIP

Adversarial Example Detection with Latent Representation Dynamic Prototype

A Simple and Effective Baseline for Attentional Generative Adversarial Networks

Xi Yang Information

University

Position

Dr,

Citations(all)

280

Citations(since 2020)

272

Cited By

63

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

9

i10Index(since 2020)

9

Email

University Profile Page

Xi'an Jiaotong-Liverpool University

Google Scholar

View Google Scholar Profile

Xi Yang Skills & Research Interests

Bayes Machine learning

Density model

Latent variable model

Non-parametric methods.

Top articles of Xi Yang

Title

Journal

Author(s)

Publication Date

EgPDE-Net: Building Continuous Neural Networks for Time Series Prediction With Exogenous Variables

IEEE Transactions on Cybernetics

Penglei Gao

Xi Yang

Rui Zhang

Ping Guo

John Y Goulermas

...

2024/2/28

Continuous Image Outpainting with Neural ODE

ACM Transactions on Multimedia Computing, Communications and Applications

Penglei Gao

Xi Yang

Rui Zhang

Kaizhu Huang

2024

Rethinking Multi-domain Generalization with A General Learning Objective

arXiv preprint arXiv:2402.18853

Zhaorui Tan

Xi Yang

Kaizhu Huang

2024/2/29

Towards deeper and better multi-view feature fusion for 3D semantic segmentation

Chaolong Yang

Yuyao Yan

Weiguang Zhao

Jianan Ye

Xi Yang

...

2023/11/20

Towards better long-tailed oracle character recognition with adversarial data augmentation

Pattern Recognition

Jing Li

Qiu-Feng Wang

Kaizhu Huang

Xi Yang

Rui Zhang

...

2023/8/1

CRA: Text to Image Retrieval for Architecture Images by Chinese CLIP

Siyuan Wang

Yuyao Yan

Xi Yang

Kaizhu Huang

2023/3/24

Adversarial Example Detection with Latent Representation Dynamic Prototype

Taowen Wang

Zhuang Qian

Xi Yang

2023/11/15

A Simple and Effective Baseline for Attentional Generative Adversarial Networks

arXiv preprint arXiv:2306.14708

Mingyu Jin

Chong Zhang

Qinkai Yu

Haochen Xue

Xiaobo Jin

...

2023/6/26

Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation

Proceedings of the AAAI Conference on Artificial Intelligence

Zixian Su

Kai Yao

Xi Yang

Qiufeng Wang

Jie Sun

...

2023

PAG: Protecting Artworks from Personalizing Image Generative Models

Zhaorui Tan

Siyuan Wang

Xi Yang

Kaizhu Huang

2023/11/15

Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation

IEEE Journal of Biomedical and Health Informatics

Zixian Su

Kai Yao

Xi Yang

Qiufeng Wang

Yuyao Yan

...

2023/5/3

Unraveling Batch Normalization for Realistic Test-Time Adaptation

arXiv preprint arXiv:2312.09486

Zixian Su

Jingwei Guo

Kai Yao

Xi Yang

Qiufeng Wang

...

2023/12/15

Divide and conquer: 3d point cloud instance segmentation with point-wise binarization

Weiguang Zhao

Yuyao Yan

Chaolong Yang

Jianan Ye

Xi Yang

...

2023

Generalized image outpainting with U-transformer

Neural Networks

Penglei Gao

Xi Yang

Rui Zhang

John Y Goulermas

Yujie Geng

...

2023/5/1

Accelerating Attentional Generative Adversarial Networks with Sampling Blocks

Chong Zhang

Mingyu Jin

Qinkai Yu

Haochen Xue

Xi Yang

...

2023/10/25

Semantic-aware Data Augmentation for Text-to-image Synthesis

arXiv preprint arXiv:2312.07951

Zhaorui Tan

Xi Yang

Kaizhu Huang

2023/12/13

Deep learning-assisted ultra-accurate smartphone testing of paper-based colorimetric ELISA assays

Analytica Chimica Acta

Sixuan Duan

Tianyu Cai

Jia Zhu

Xi Yang

Eng Gee Lim

...

2023/4/1

Explore Epistemic Uncertainty in Domain Adaptive Semantic Segmentation

Kai Yao

Zixian Su

Xi Yang

Jie Sun

Kaizhu Huang

2023/10/21

Semantic Similarity Distance: Towards better text-image consistency metric in text-to-image generation

Pattern Recognition

Zhaorui Tan

Xi Yang

Zihan Ye

Qiufeng Wang

Yuyao Yan

...

2023/12/1

Machine Learning Methods in Skin Disease Recognition: A Systematic Review

Jie Sun

Kai Yao

Guangyao Huang

Chengrui Zhang

Mark Leach

...

2023/3/26

See List of Professors in Xi Yang University(Xi'an Jiaotong-Liverpool University)