About
Hi, 我是梁涵喆，目前在深圳大学修习管理学与理学双学位，我用三年完成了我的本科学业，并将于今年加入MBZUAI攻读生物计算哲学博士学位。我在宁波东方理工，宁德时代等组织进修过一段时间。
Research Interests
- 3D Anomaly Detection
- Spatial Intelligence & Digital Twin
- Drug Repurposing & Repositioning
Timeline
2026 (expected)
Ph.D. Study at MBZUAI
2025 – 2026
Research Assistantship, Digital Twin Institute, East Tech University
2023 – 2025
Research Assistantship, Computer Vision Institute, Shenzhen University
2023 – 2026
Undergraduate student, Shenzhen University & Audencia
Works
Selected papers & resources
A Unified Contrastive Framework with Test-Time Adaptation for Robust 3D Anomaly Localization
Linna Liu*, Hanzhe Liang*, Can Gao, Wei Zhuo, Linlin Shen, Jinbao Wang
3D Anomaly Detection: A Survey
Hanzhe Liang*, Bingyang Guo*, Yawen Huang*, Jiayi Lyu, Can Gao✝, Yunkang Cao, Jinbao Wang✝, Ruiyun Yu, Linlin Shen, Pan Li
A Lightweight 3D Anomaly Detection Method with Rotationally Invariant Features
Hanzhe Liang, Jie Zhou, Can Gao, Bingyang Guo, Jinbao Wang, Linlin Shen
IEC3D-AD: Industrial Equipment Components Dataset for 3D Anomaly Detection
Bingyang Guo, Hongjie Li, Ruiyun Yu, Hanzhe Liang, Jinbao Wang
C3D-AD: Continual 3D Anomaly Detection via Kernel Attention
Haoquan Lu, Hanzhe Liang, Jie Zhang, Chenxi Hu, Jinbao Wang, Can Gao
Fence Theorem: Dual-Objective Semantic-Structure Isolation in Preprocessing for 3D Anomaly Detection
Hanzhe Liang, Jie Zhou, Xuanxin Chen, Jinbao Wang, Can Gao
Taming Anomalies with Down-Up Sampling Networks: Group Center Preserving Reconstruction for 3D Anomaly Detection
Hanzhe Liang, Jie Zhang, Tao Dai, Linlin Shen, Jinbao Wang, Can Gao
Examining the Source of Defects for 3D Anomaly Detection
Hanzhe Liang, Aoran Wang, Jie Zhou, Xin Jin, Can Gao✝, Jinbao Wang✝
Look Inside for More: Internal Spatial Modality Perception
Hanzhe Liang, Guoyang Xie, Chengbin Hou, Bingshu Wang, Can Gao, Jinbao Wang