Xiaohui Xie

Full Professor, Computer Science, University of California, Irvine

Joined

July 2019

Names

Xiaohui Xie (Preferred)

Emails

****@uci.edu (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Full Professor

Computer Science, University of California, Irvine (uci.edu)

2008 – Present

Advisors, Relations & Conflicts

PhD Advisor

Deying Kong

2018 – 2022

PhD Advisor

Hao Tang

2017 – 2021

PhD Advisor

Wentao Zhu

2014 – 2019

Expertise

Computer Vision

Present

Medical Image Analysis

Present

Computational Biology

Present

Publications

Learning Unified Representation of 3D Gaussian Splatting
Yuelin Xin, Yuheng Liu, Xiaohui Xie, Xinke Li
- ICLR 2026 Poster
- Readers: Everyone
UMAMI: Unifying Masked Autoregressive Models and Deterministic Rendering for View Synthesis
Tung Le, Tuan Pham, Tung Nguyen, Deying Kong, Xiaohui Xie, Stephan Mandt
- NeurIPS 2025 poster
- Readers: Everyone
LidaRF: Delving into Lidar for Neural Radiance Field on Street Scenes
shanlin sun, Bingbing Zhuang, Ziyu Jiang, Buyu Liu, Xiaohui Xie, Manmohan Chandraker
- CVPR 2024
- Readers: Everyone
Integrating efficient optimal transport and functional maps for unsupervised shape correspondence learning
Tung Le, Khai Nguyen, shanlin sun, Nhat Ho, Xiaohui Xie
- In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
- Readers: Everyone
BiLO: Bilevel Local Operator Learning for PDE inverse problems
Ray Zirui Zhang, Xiaohui Xie, John Lowengrub
- Submitted to ICLR 2025
- Readers: Everyone
MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers
Haoyu Ma, Shahin Mahdizadehaghdam, Bichen Wu, Zhipeng Fan, Yuchao Gu, Wenliang Zhao, Lior Shapira, Xiaohui Xie
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction
Thanh Tung Le, Khai Nguyen, shanlin sun, Kun Han, Nhat Ho, Xiaohui Xie
- ICLR 2024 poster
- Readers: Everyone
HRBP: Hardware-friendly Regrouping towards Block-based Pruning for Sparse CNN Training
Haoyu Ma, Chengming Zhang, lizhi xiang, Xiaolong Ma, Geng Yuan, Wenkai Zhang, Shiwei Liu, Tianlong Chen, Dingwen Tao, Yanzhi Wang, Zhangyang Wang, Xiaohui Xie
- CPAL 2024 (Proceedings Track) Oral
- Readers: Everyone
Representation Recovering for Self-Supervised Pre-training on Medical Images
Xiangyi Yan, Junayed Naushad, shanlin sun, Kun Han, Hao Tang, Deying Kong, Haoyu Ma, Chenyu You, Xiaohui Xie
- 15 Mar 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Diffeomorphic Image Registration with Neural Velocity Field
Kun Han, shanlin sun, Xiangyi Yan, Chenyu You, Hao Tang, Junayed Naushad, Haoyu Ma, Deying Kong, Xiaohui Xie
- 15 Mar 2023
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 14 publications

Co-Authors

View all 42 co-authors