Xiaohui Xie

Xiaohui Xie

University of California, Irvine

H-index: 71

North America-United States

About Xiaohui Xie

Xiaohui Xie, With an exceptional h-index of 71 and a recent h-index of 52 (since 2020), a distinguished researcher at University of California, Irvine, specializes in the field of AI, Machine Learning, Genomics, Neural Computation.

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

Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane

Integrating Efficient Optimal Transport and Functional Maps For Unsupervised Shape Correspondence Learning

HRBP: Hardware-friendly Regrouping towards Block-based Pruning for Sparse CNN Training

AFTer-SAM: Adapting SAM With Axial Fusion Transformer for Medical Imaging Segmentation

CVTHead: One-shot Controllable Head Avatar with Vertex-feature Transformer

Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning

BiLO: Bilevel Local Operator Learning for PDE inverse problems

Medgen3d: A deep generative framework for paired 3d image and mask generation

Xiaohui Xie Information

University

Position

Professor of Computer Science

Citations(all)

39925

Citations(since 2020)

15007

Cited By

30890

hIndex(all)

71

hIndex(since 2020)

52

i10Index(all)

137

i10Index(since 2020)

121

Email

University Profile Page

University of California, Irvine

Google Scholar

View Google Scholar Profile

Xiaohui Xie Skills & Research Interests

AI

Machine Learning

Genomics

Neural Computation

Top articles of Xiaohui Xie

Title

Journal

Author(s)

Publication Date

Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane

Kun Han

Shanlin Sun

Thanh-Tung Le

Xiangyi Yan

Haoyu Ma

...

2024

Integrating Efficient Optimal Transport and Functional Maps For Unsupervised Shape Correspondence Learning

arXiv preprint arXiv:2403.01781

Tung Le

Khai Nguyen

Shanlin Sun

Nhat Ho

Xiaohui Xie

2024/3/4

HRBP: Hardware-friendly Regrouping towards Block-based Pruning for Sparse CNN Training

Haoyu Ma

Chengming Zhang

Xiaolong Ma

Geng Yuan

Wenkai Zhang

...

2024/1/8

AFTer-SAM: Adapting SAM With Axial Fusion Transformer for Medical Imaging Segmentation

Xiangyi Yan

Shanlin Sun

Kun Han

Thanh-Tung Le

Haoyu Ma

...

2024

CVTHead: One-shot Controllable Head Avatar with Vertex-feature Transformer

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision

Haoyu Ma

Tong Zhang

Shanlin Sun

Xiangyi Yan

Kun Han

...

2024/1/4

Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning

Tianang Leng

Yiming Zhang

Kun Han

Xiaohui Xie

2024

BiLO: Bilevel Local Operator Learning for PDE inverse problems

arXiv e-prints

Ray Zirui Zhang

Xiaohui Xie

John Lowengrub

2024/4

Medgen3d: A deep generative framework for paired 3d image and mask generation

Kun Han

Yifeng Xiong

Chenyu You

Pooya Khosravi

Shanlin Sun

...

2023/10/1

Peeling the onion: Hierarchical reduction of data redundancy for efficient vision transformer training

Proceedings of the AAAI Conference on Artificial Intelligence

Zhenglun Kong

Haoyu Ma

Geng Yuan

Mengshu Sun

Yanyue Xie

...

2023/6/26

Light field diffusion for single-view novel view synthesis

arXiv preprint arXiv:2309.11525

Yifeng Xiong

Haoyu Ma

Shanlin Sun

Kun Han

Xiaohui Xie

2023/9/20

Diffeomorphic Deformation via Sliced Wasserstein Distance Optimization for Cortical Surface Reconstruction

arXiv preprint arXiv:2305.17555

Tung Le

Khai Nguyen

Shanlin Sun

Kun Han

Nhat Ho

...

2023/5/27

MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Haoyu Ma

Shahin Mahdizadehaghdam

Bichen Wu

Zhipeng Fan

Yuchao Gu

...

2024/6

Diffeomorphic image registration with neural velocity field

Kun Han

Shanlin Sun

Xiangyi Yan

Chenyu You

Hao Tang

...

2023

Adaptive Image Registration: A Hybrid Approach Integrating Deep Learning and Optimization Functions for Enhanced Precision

arXiv preprint arXiv:2311.15497

Gabriel De Araujo

Shanlin Sun

Xiaohui Xie

2023/11/27

Optron: Better Medical Image Registration via Training in the Loop

arXiv preprint arXiv:2308.15216

Yicheng Chen

Shengxiang Ji

Yuelin Xin

Kun Han

Xiaohui Xie

2023/8/29

Representation recovering for self-supervised pre-training on medical images

Xiangyi Yan

Junayed Naushad

Shanlin Sun

Kun Han

Hao Tang

...

2023

Identifying dysregulated regions in amyotrophic lateral sclerosis through chromatin accessibility outliers

bioRxiv

Muhammed Hasan Celik

Julien Gagneur

Ryan G Lim

Jie Wu

Leslie M Thompson

...

2023/8/27

Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction

Thanh Tung Le

Khai Nguyen

Kun Han

Nhat Ho

Xiaohui Xie

2023/10/13

Localized Region Contrast for Enhancing Self-supervised Learning in Medical Image Segmentation

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)

Xiangyi Yan

Junayed Naushad

Chenyu You

Hao Tang

Shanlin Sun

...

2023/10/1

Hybrid-CSR: Coupling Explicit and Implicit Shape Representation for Cortical Surface Reconstruction

arXiv preprint arXiv:2307.12299

Shanlin Sun

Thanh-Tung Le

Chenyu You

Hao Tang

Kun Han

...

2023/7/23

See List of Professors in Xiaohui Xie University(University of California, Irvine)

Co-Authors

H-index: 147
Manolis Kellis

Manolis Kellis

Massachusetts Institute of Technology

H-index: 116
Bradley Bernstein

Bradley Bernstein

Harvard University

H-index: 101
Vamsi Mootha

Vamsi Mootha

Harvard University

H-index: 81
H Sebastian Seung

H Sebastian Seung

Princeton University

H-index: 27
Wentao Zhu

Wentao Zhu

University of California, Irvine

H-index: 15
Yi Li

Yi Li

University of California, Irvine

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