Zhonghang Liu is currently a researcher at SmartMore Corporation. Before that, he received his Ph.D. degree in Computer Science from Singapore Management University, supervised by Prof. Daniel Wen-Yan Lin and Dr. Jiangbo Lu (SmartMore). His research interests include visual anomaly detection and high-dimensional data analysis.

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

From Coarse to Fine: Deep Prototype Refinement Network for Few-Shot Point Cloud Semantic Segmentation Changshuo Wang, Shuting He, Xiang Fang, Weijun Li, Xingyu Gao, Zhonghang Liu, Prayag Tiwari, Dimitrios Kanoulas ICML 2026 (Full, Accept rate: 26.6%)   • Project    • Codes

ROVER: Robust Loop Closure Verification with Trajectory Prior in Repetitive Environments Jingwen Yu, Jiayi Yang, Jianhao Jiao, Anjun Hu, Zhonghang Liu, Jiankun Wang, Ping Tan, Hong Zhang TASE 2026   • 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