2025

One Model, Many Cities: A Transferable Social Relationship Inference Framework for Human Mobility Data
Chu, C., Shahabi, C., Tung, E., & Shafique, K.
Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems

Uncertainty-aware Spatio-Temporal Human Mobility Modeling and Anomaly Detection
Wen, H., Shurui, C., Rasheed, Z., Shafique, K., & Akoglu, L.
Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems

Learning Universal Human Mobility Patterns with a Foundation Model for Cross-Domain Data Fusion
Ma, H., Liao, X., Liu, Y., Jiang, Q., Stanford, C., Cao, S., & Ma, J.
Transportation Research Part C Emerging Technologies 180, 105311Β 

Towards Recurring Co-traveling Pattern Detection: A Summary of Results
An, S., Stanford, C., & Shekhar, S.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Geospatial Anomaly Detection

BeSTAD: Behavior-Aware Spatio-Temporal Anomaly Detection for Human Mobility Data
Xie, J., Kim, J., Chiang, Y. Y., Zhao, L., & Shafique, K.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Geospatial Anomaly Detection

HiCoTraj: Zero-Shot Demographic Reasoning via Hierarchical Chain-of-Thought Prompting from Trajectory
Xie, J., Jiao, Y., Kim, J., Chiang, Y. Y., Zhao, L., & Shafique, K.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Generative and Agentic AI for Multi-Modality Space-Time Intelligence

Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Constraints
Li, S., Tran, T., Lin, H., Krumm, J., Shahabi, C., Zhao, L., Shafique, K., & Xiong, L.
26th IEEE International Conference on Mobile Data Management (MDM),
20–31, IEEE
πŸ† Best Student Paper Award

GeoAnomaly Detection: Towards finding Needles of Anomalous Behavior in a Haystack of Geospatial Data
Chiang, Y.-Y., Kim, J.-S., Krause, C., Mattei, E., Shafique, K., Wenk, C., & ZΓΌfle, A.
The SIGSPATIAL Special,Β 15(1), 9–15

A system for community lifeline and resource optimization in disaster management and planning
Tung, E., Mostafavi, A., Li, M., Li, S., Rasheed, Z., & Shafique, K.
International Journal of Disaster Risk Reduction, 119, 105269

2024

Generating Trajectories from Implicit Neural Models
Tenzer, M., Tung, E., Rasheed, Z., & Shafique, K.
2024 25th IEEE International Conference on Mobile Data Management (MDM), 129–138, IEEE

Numosim: A synthetic mobility dataset with anomaly detection benchmarks
Stanford, C., Adari, S., Liao, X., He, Y., Jiang, Q., Kuai, C., Ma, J., Tung, E., Qian, Y., Zhao, L., Zhou, Z., Rasheed, Z., & Shafique, K.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geospatial Anomaly Detection, 68–78

Back to Bayesics: Uncovering Human Mobility Distributions and Anomalies with an Integrated Statistical and Neural Framework
Duan, M., Qian, Y., Zhao, L., Zhou, Z., Rasheed, Z., Yu, R., & Shafique, K.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Geospatial Anomaly Detection, 56–67

Trajgpt: Controlled synthetic trajectory generation using a multitask transformer-based spatiotemporal model
Hsu, S.-L., Tung, E., Krumm, J., Shahabi, C., & Shafique, K.
Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 362–371

2023

The Geospatial Generalization Problem: When Mobility Isn’t Mobile
Tenzer, M., Rasheed, Z., & Shafique, K.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 1–4
πŸ† Best Vision Paper Award

2022

Learning citywide patterns of life from trajectory monitoring
Tenzer, M., Rasheed, Z., & Shafique, K.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 1–12.

Meta-learning over time for destination prediction tasks
Tenzer, M., Rasheed, Z., Shafique, K., & Vasconcelos, N.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 1–10.

2021

Janusnet: Detection of moving objects from uav platforms
Zhao, Y., Shafique, K., Rasheed, Z., & Li, M.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 3899–3908.

DIVINIA: Rare Object Localization and Search in Overhead Imagery
Amazon, J., Shafique, K., Rasheed, Z., & Reite, A.
2021 IEEE International Conference on Data Mining (ICDM), 988–993. IEEE