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Xiaolin Han
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Traffic incident detection: A trajectory-based approach
X Han, T Grubenmann, R Cheng, SC Wong, X Li, W Sun
2020 IEEE 36th international conference on data engineering (ICDE), 1866-1869, 2020
282020
DeepTEA: Effective and efficient online time-dependent trajectory outlier detection
X Han, R Cheng, C Ma, T Grubenmann
Proceedings of the VLDB Endowment 15 (7), 1493-1505, 2022
262022
A convex-programming approach for efficient directed densest subgraph discovery
C Ma, Y Fang, R Cheng, LVS Lakshmanan, X Han
Proceedings of the 2022 International Conference on Management of Data, 845-859, 2022
172022
A framework for differentially-private knowledge graph embeddings
X Han, D Dell’Aglio, T Grubenmann, R Cheng, A Bernstein
Journal of Web Semantics 72, 100696, 2022
112022
Finding locally densest subgraphs: a convex programming approach
C Ma, R Cheng, LVS Lakshmanan, X Han
Proceedings of the VLDB Endowment 15 (11), 2719-2732, 2022
92022
M-cypher: A gql framework supporting motifs
X Li, R Cheng, M Najafi, K Chang, X Han, H Cao
Proceedings of the 29th ACM International Conference on Information …, 2020
92020
Leveraging contextual graphs for stochastic weight completion in sparse road networks
X Han, R Cheng, T Grubenmann, S Maniu, C Ma, X Li
Proceedings of the 2022 SIAM International Conference on Data Mining (SDM …, 2022
62022
Traffic incident detection: a deep learning framework
X Han
2019 20th IEEE International Conference on Mobile Data Management (MDM), 379-380, 2019
32019
Accelerating directed densest subgraph queries with software and hardware approaches
C Ma, Y Fang, R Cheng, LVS Lakshmanan, X Han, X Li
The VLDB Journal 33 (1), 207-230, 2024
12024
A Survey on Machine Learning Solutions for Graph Pattern Extraction
KS Yow, N Liao, S Luo, R Cheng, C Ma, X Han
arXiv preprint arXiv:2204.01057, 2022
12022
An ML-Powered Human Behavior Management System
S Amer-Yahia, R Cheng, M Bouadi, A Chibah, M Esfandiari, J Zhou, ...
Bulletin of the Technical Committee on Data Engineering 43 (3), 53-64, 2020
12020
Spatial-temporal Memories Enhanced Graph Autoencoder for Anomaly Detection in Dynamic Graphs
J Liu, X Shang, X Han, W Zhang, H Yin
arXiv preprint arXiv:2403.09039, 2024
2024
Fdm: Effective and Efficient Incident Detection on Sparse Trajectory Data
X Han, T Grubenmann, C Ma, X Li, W Sun, SC Wong, X Shang, R Cheng
Available at SSRN 4474406, 0
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Articles 1–13