News
Feb 2025
Two full papers are accepted by CVPR 2025.
Sep 2024
One full paper is accepted by Neurips 2024.
July 2024
Two full papers are accepted by ECCV 2024.
July 2022
One full paper is accepted by ECCV 2022.
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Zhonghang LIU
Ph.D. Candidate
School of Computing and Information Systems
Email: zhliu.2020 AT phdcs.smu.edu.sg
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Zhonghang LIU is now a Ph.D. Candidate in Singapore Management University, working with Prof. Daniel Wen-Yan Lin. His research interests include visual anomaly detection and high-dimensional data analysis.
Education
| Singapore Management University (SMU) Ph.D. Candidate in Computer Science August 2020 - Present, Singapore Advisor: Prof. Daniel Wen-yan Lin |
| Huazhong Agricultural University (HZAU) Bachelor in Information and Computing Science Sep 2016 - June 2020, Wuhan, China |
Experiences
| Algorithm Intern SmartMore, August 2022 - August 2023 Advisior: Dr. Jiangbo Lu and Dr. Nianjuan Jiang |
| Research Intern NLPR, CASIA, August 2019 - January 2020 Advisior: Prof. Zhen Lei (IEEE Fellow) |
Publication Google Scholar
| FlexUOD: The Answer to Real-world Unsupervised Image Outlier Detection
Zhonghang Liu, Kun Zhou, Changshuo Wang, Wen-Yan Lin, Jiangbo Lu CVPR 2025 (Full, Accept rate: 22.1%) • Project • Codes |
| Rethinking Unsupervised Outlier Detection via Multiple Thresholding
Zhonghang Liu, Panzhong Lu, Guoyang Xie, Zhichao Lu, Wen-Yan Lin ECCV 2024 (Full, Accept rate: 27.9%) • Project • Codes |
| Locally Varying Distance Transform
for Unsupervised Visual Anomaly Detection
Wen-Yan Lin*, Zhonghang Liu*, Siying Liu ECCV 2022 (Full, Accept rate: 28%) • Project • Codes |
| Dynamic Acoustic Field Fitting Network for Point Cloud Understanding
Changshuo Wang, Shuting He, Xiang Fang, Jiawei Han, Zhonghang Liu, Xin Ning, Weijun Li, Prayag Tiwari CVPR 2025 (Full, Accept rate: 22.1%) • Project • Codes |
| UPS: Unified Projection Sharing for Lightweight Single-Image Super-resolution and Beyond
Kun Zhou, Xinyu Lin, Zhonghang Liu, Xiaoguang Han, Jiangbo Lu NeurIPS 2024 (Full, Accept rate: 25.8%) • Project • Codes |
| Unveiling Advanced Frequency Disentanglement Paradigm for Low-Light Image Enhancement
Kun Zhou, Xinyu Lin, Wenbo Li, Xiaogang Xu, Yuanhao Cai, Zhonghang Liu, Xiaoguang Han, Jiangbo Lu ECCV 2024 (Full, Accept rate: 27.9%) • Project • Codes |
Honors
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Full Research Scholarship, 2020-2024
- Singapore Management University, Singapore |
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Excellent Graduate, June 2020
- Huazhong Agricultural University, China |
Useful Links
| Machine Learning Reading List |
| Deep Learning Reading List |
Last update: March 6, 2025. Webpage template borrows from Xiang Wang.