Yunchuan Guan

According to our database, Yunchuan Guan authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

Learning to Learn Weight Generation via Trajectory Diffusion.

Yunchuan Guan, Yu Liu, Ke Zhou, Zhiqi Shen, Serge J. Belongie, Jenq-Neng Hwang, Lei Li

CoRR, February, 2025

Is Meta-Learning Out? Rethinking Unsupervised Few-Shot Classification with Limited Entropy.

Yunchuan Guan, Yu Liu, Ke Zhou, Zhiqi Shen, Jenq-Neng Hwang, Serge J. Belongie, Lei Li

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Learning an Efficient Optimizer via Hybrid-Policy Sub-Trajectory Balance.

Yunchuan Guan, Yu Liu, Ke Zhou, Hui Li, Sen Jia, Zhiqi Shen, Ziyang Wang, Xinglin Zhang, Tao Chen, Jenq-Neng Hwang, Lei Li

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2024

Unsupervised Meta-Learning via Dynamic Head and Heterogeneous Task Construction for Few-Shot Classification.

Yunchuan Guan, Yu Liu, Ketong Liu, Ke Zhou, Zhiqi Shen

CoRR, 2024

2023

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., November, 2023

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

Hierarchical Meta-Learning with Hyper-Tasks for Few-Shot Learning.

Yunchuan Guan, Yu Liu, Ke Zhou, Junyuan Huang

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023