Yunchuan Guan

Joined

July 2022

Names

Yunchuan Guan (Preferred)

,

Yunc G

Emails

****@hust.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Nanyang Technological University (ntu.edu.sg)

2024 – 2025

PhD student

Huazhong University of Science and Technology (hust.edu.cn)

2021 – 2025

Advisors, Relations & Conflicts

Coauthor

2024 – Present

Coauthor

2019 – Present

PhD Advisor

2019 – 2025

Expertise

Meta-Learning

2021 – 2025

Publications

Unsupervised Meta-Learning via Dynamic Head and Heterogeneous Task Construction for Few-Shot Classification
Yunc G, Yu Liu, KT LIU, Ke Zhou, Zhiqi Shen
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SPAE: Lifelong disk failure prediction via end-to-end GAN-based anomaly detection with ensemble update
Yu Liu, Yunchuan Guan, Tianming Jiang, Ke Zhou, Hua Wang, Guangxing Hu, Ji Zhang, Wei Fang, Zhuo Cheng, Ping Huang
- Future Gener. Comput. Syst. 2023
- Readers: Everyone
Hierarchical Meta-Learning with Hyper-Tasks for Few-Shot Learning
Yunchuan Guan, Yu Liu, Ke Zhou, Junyuan Huang
- CIKM 2023
- Readers: Everyone
A disk failure prediction model for multiple issues
Yunchuan Guan, Yu Liu, Ke Zhou, Qiang Li, Tuanjie Wang, Hui Li
- Frontiers Inf. Technol. Electron. Eng. 2023
- Readers: Everyone

Co-Authors