Xiaobai Liu

Full Professor, San Diego State University

Joined

February 2019

Names

Xiaobai Liu (Preferred)

Emails

****@ucla.edu (Confirmed)

****@sdsu.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

San Diego State University (sdsu.edu)

2025 – Present

Associate Professor

San Diego State University (sdsu.edu)

2019 – 2025

Assistant Professor

San Diego State University (sdsu.edu)

2015 – 2019

Postdoc

University of California, Los Angeles (ucla.edu)

2012 – 2015

Advisors, Relations & Conflicts

Postdoc Advisor

Alan Yuille

2011 – 2023

PhD Advisor

Shuicheng YAN

2008 – 2011

Expertise

Computer Vision

2009 – Present

Online Learning

2009 – Present

Robotics

2009 – Present

Publications

FIPIP: A novel fine-grained parallel partition based intra-frame prediction on heterogeneous many-core systems
Wenbin Jiang, Min Long, Laurence T. Yang, Xiaobai Liu, Hai Jin, Alan Yuille, Ye Chi
- 14 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
A Hamiltonian Monte Carlo Method for Probabilistic Adversarial Attack and Learning
Hongjun Wang, Guanbin Li, Xiaobai Liu, Liang Lin
- 2022 (modified: 11 Nov 2022)
- IEEE Trans. Pattern Anal. Mach. Intell. 2022
- Readers: Everyone
Monocular 3D Pose Estimation via Pose Grammar and Data Augmentation
Yuanlu Xu, Wenguan Wang, Tengyu Liu, Xiaobai Liu, Jianwen Xie, Song-Chun Zhu
- 2022 (modified: 11 Nov 2022)
- IEEE Trans. Pattern Anal. Mach. Intell. 2022
- Readers: Everyone
Learning Sample-Specific Policies for Sequential Image Augmentation
Pu Li, Xiaobai Liu, Xiaohui Xie
- 2021 (modified: 11 Nov 2022)
- ACM Multimedia 2021
- Readers: Everyone
Learning Adjustable Reduced Downsampling Network for Small Object Detection in Urban Environments
Huijie Zhang, Li An, Vena W. Chu, Douglas A. Stow, Xiaobai Liu, Qinghua Ding
- 2021 (modified: 11 Nov 2022)
- Remote. Sens. 2021
- Readers: Everyone
Learning Semisupervised Multilabel Fully Convolutional Network for Hierarchical Object Parsing
Xiaobai Liu, Qian Xu, Grayson Adkins, Eric Medwedeff, Liang Lin, Shuicheng Yan
- 2020 (modified: 11 Nov 2022)
- IEEE Trans. Neural Networks Learn. Syst. 2020
- Readers: Everyone
Learning Knowledge-Rich Sequential Model for Planar Homography Estimation in Aerial Video
Pu Li, Xiaobai Liu
- 2020 (modified: 11 Nov 2022)
- ICPR 2020
- Readers: Everyone
Discrete Optimal Graph Clustering
Yudong Han, Lei Zhu, Zhiyong Cheng, Jingjing Li, Xiaobai Liu
- 2020 (modified: 11 Nov 2022)
- IEEE Trans. Cybern. 2020
- Readers: Everyone
A Hamiltonian Monte Carlo Method for Probabilistic Adversarial Attack and Learning
Hongjun Wang, Guanbin Li, Xiaobai Liu, Liang Lin
- 2020 (modified: 11 Nov 2022)
- CoRR 2020
- Readers: Everyone
Learning Deep Models from Synthetic Data for Extracting Dolphin Whistle Contours
Pu Li, Xiaobai Liu, K. J. Palmer, Erica Fleishman, Douglas Gillespie, Eva-Marie Nosal, Yu Shiu, Holger Klinck, Danielle Cholewiak, Tyler A. Helble, Marie A. Roch
- 2020 (modified: 11 Nov 2022)
- IJCNN 2020
- Readers: Everyone

View all 76 publications

Co-Authors

View all 114 co-authors