Ledgit: A Service to Diagnose Illicit Addresses on Blockchain using Multi-modal Unsupervised Learning. - Xiaoying Zhi; Yash Satsangi; Sean J. Moran; Shaltiel Eloul (CIKM, 2022)

Road extraction by using asymmetrical GAN framework and structural similarity loss. - Xin Yao; Shaofu Lin; Xiliang Liu; Zhaolei Liu; Xiaoying Zhi (IWCTS@SIGSPATIAL, 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)

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 (SpatialDI, 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 (SpatialDI, 2024)

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, 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., 2025)