Xiaoying Zhi

According to our database, Xiaoying Zhi authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Learning a consensus sub-network with polarization regularization and one pass training.

Xiaoying Zhi, Varun Babbar, Rundong Liu, Pheobe Sun, Fran Silavong, Ruibo Shi, Sean J. Moran

Data Min. Knowl. Discov., September, 2025

StoDEMO-PAE: A stochastic derivative-free multi-error-optimized performer autoencoder for air quality anomaly detection and explainable spatiotemporal tracing.

Xiliang Liu, Xiaoying Zhi, Jiashuo Luo, Zhixiang He, Qiang Mei, Tao Zhou, Muyang Liu

GeoInformatica, July, 2025

2024

An Improved DBSCAN Clustering Method for AIS Trajectories Incorporating DP Compression and Discrete Fréchet Distance.

Xiliang Liu, Xiaoying Zhi, Peng Wang, Qiang Mei, Haoru Su, Zhixiang He

Proceedings of the Spatial Data and Intelligence - 5th China Conference, 2024

HPO-LGBM-DRI: Dynamic Recognition Interval Estimation for Imbalanced Fraud Call via HPO-LGBM.

Xiliang Liu, Xiaoying Zhi, Qiang Mei, Peng Wang, Haoru Su, Jiayi Wang

Proceedings of the Spatial Data and Intelligence - 5th China Conference, 2024

2023

A New Baseline for GreenAI: Finding the Optimal Sub-Network via Layer and Channel Pruning.

Xiaoying Zhi, Varun Babbar, Pheobe Sun, Fran Silavong, Ruibo Shi, Sean J. Moran

CoRR, 2023

Road extraction by using asymmetrical GAN framework and structural similarity loss.

Xin Yao, Shaofu Lin, Xiliang Liu, Zhaolei Liu, Xiaoying Zhi

Proceedings of the 16th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2023

2022

Ledgit: A Service to Diagnose Illicit Addresses on Blockchain using Multi-modal Unsupervised Learning.

Xiaoying Zhi, Yash Satsangi, Sean J. Moran, Shaltiel Eloul

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022