News
04 July 2024
One full paper is accepted by ECCV 2024, about Unsupervised Outlier Detection for Images.
09 July 2022
One full paper is accepted by ECCV 2022, about Unsupervised Visual Anomaly Detection.
|
Zhonghang LIU
Ph.D. Candidate
School of Computing and Information Systems
Email: zhliu.2020 AT phdcs.smu.edu.sg
|
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
| 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 |
| 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 |
| 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 |
Honors
|
Full Research Scholarship, 2020-2024
- Singapore Management University, Singapore |
|
Excellent Graduate, June 2020
- Huazhong Agricultural University, China |
Useful Links
| NUS CS Conference Rankings |
| NUS CS Journal Ranking |
| NUS CS Courses |
| Machine Learning Reading List |
| Deep Learning Reading List |
Last update: Oct 9, 2024. Webpage template borrows from Xiang Wang.