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2020 – today
- 2025
[j2]Xiaoying Zhi, Varun Babbar, Rundong Liu, Pheobe Sun, Fran Silavong, Ruibo Shi, Sean J. Moran:
Learning a consensus sub-network with polarization regularization and one pass training. Data Min. Knowl. Discov. 39(5): 50 (2025)- [j1]Xiliang Liu, Xiaoying Zhi, Jiashuo Luo, Zhixiang He, Qiang Mei, Tao Zhou, Muyang Liu:
StoDEMO-PAE: A stochastic derivative-free multi-error-optimized performer autoencoder for air quality anomaly detection and explainable spatiotemporal tracing. GeoInformatica 29(3): 811-843 (2025) - 2024
- [c4]Xiliang Liu, Xiaoying Zhi, Peng Wang, Qiang Mei, Haoru Su, Zhixiang He:
An Improved DBSCAN Clustering Method for AIS Trajectories Incorporating DP Compression and Discrete Fréchet Distance. SpatialDI 2024: 44-56 - [c3]Xiliang Liu, Xiaoying Zhi, Qiang Mei, Peng Wang, Haoru Su, Jiayi Wang:
HPO-LGBM-DRI: Dynamic Recognition Interval Estimation for Imbalanced Fraud Call via HPO-LGBM. SpatialDI 2024: 333-345 - 2023
- [c2]Xin Yao
, Shaofu Lin, Xiliang Liu, Zhaolei Liu, Xiaoying Zhi:
Road extraction by using asymmetrical GAN framework and structural similarity loss. IWCTS@SIGSPATIAL 2023: 70-77 - [i1]Xiaoying Zhi, Varun Babbar, Pheobe Sun, Fran Silavong, Ruibo Shi, Sean J. Moran:
A New Baseline for GreenAI: Finding the Optimal Sub-Network via Layer and Channel Pruning. CoRR abs/2302.10798 (2023) - 2022
- [c1]Xiaoying Zhi, Yash Satsangi, Sean J. Moran, Shaltiel Eloul:
Ledgit: A Service to Diagnose Illicit Addresses on Blockchain using Multi-modal Unsupervised Learning. CIKM 2022: 5069-5073
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