Cyrus Shahabi
Helen N. and Emmett H. Jones Professorship in Engineering and Professor of Computer Science, Electrical and Computer Engineering, and Spatial Sciences
Directs InfoLab on spatial and spatiotemporal data mining, privacy and geospatial data management.
Cyrus Shahabi's lab at USC works on data management & big data and time series, anomaly & spatio-temporal data. 44 papers since 2023, 12 at top venues, mostly ICML and ICDE. 6 PhD students. 129 alumni. Applications close .
At a glance
- papers, 2023–2026
- 11/ year
- at T1 venues
- 27%
- PhD students
- 6
- MS students
- 0
- alumni listed
- 129
Papers by yearfrom the lab homepage, 2023–2026
- 1 papers2026 · T1 1 · collecting
- 13 papers2025 · T1 1
- 17 papers2024 · T1 6
- 13 papers2023 · T1 4
T1 venuesOtherVenues: ICML, ICDE, ICDM, SDM, SIGMOD
Research focuspaper titles that use each topic's words
- Time series, anomaly & spatio-temporal data13 papers
- Data management & big data10 papers
- geospatial4 papers
- spatiotemporal3 papers
- spatiotemporal data0 papers
Paper list
From the lab homepage.
20261 paper
- AAAI (T1)Geo2Vec: Shape-and Distance-Aware Neural Representation of Geospatial Entities
202513 papers
- MultiMedia Modeling - International Conference on Multimedia Modeling, MMM , Nara, Japan, January 8-10, , Proceedings, Part VCounting Unique Objects in Geo-Tagged Street Images: A Case Study of Homeless Encampments in Los Angeles
- Proceedings International Conference on Extending Database Technology, EDBT , Barcelona, Spain, March 25-28Differentially Private Publication of Smart Electricity Grid Data
- Proceedings of the ACM SIGSPATIAL International Workshop on Generative and Agentic AI for Multi-Modality Space-Time IntelligenceEvaluating Intrinsic Geospatial Topological Reasoning in LLMs
- IEEE International Conference on Mobile Data Management, MDM , Irvine, CA, USA, June 2-5Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Constraints
- ICDMGeoToken: Hierarchical Geolocalization of Images via Next Token Prediction
- Proceedings of the ACM International Conference on Advances in Geographic Information Systems, SIGSPATIAL , Minneapolis, MN, USA, 3 November - 6 NovemberICAD: A Self-supervised Autoregressive Approach for Multi-Context Anomaly Detection in Human Mobility Data
- Proceedings International Conference on Extending Database Technology, EDBT , Barcelona, Spain, March 25-28Legally-Compliant Spatial Fairness Framework: Advancing Beyond Spatial Fairness
- Proceedings of the ACM International Conference on Advances in Geographic Information Systems, SIGSPATIAL , Minneapolis, MN, USA, 3 November - 6 NovemberPOIFormer: A Transformer-Based Framework for Accurate and Scalable Point-of-Interest Attribution
- ICML (T1)Poly2Vec: Polymorphic Fourier-Based Encoding of Geospatial Objects for GeoAI Applications
- IEEE Trans. Artif. IntellPrivacy and Fairness in Machine Learning: A Survey
- Proceedings of the ACM International Conference on Advances in Geographic Information Systems, SIGSPATIAL , Minneapolis, MN, USA, 3 November - 6 NovemberToward Foundation Models for Mobility Enriched Geospatially Embedded Objects (VISION)
- IEEE International Conference on Mobile Data Management, MDM , Irvine, CA, USA, June 2-5TrajRoute: Rethinking Routing with a Simple Trajectory-Based Approach - Forget the Maps and Traffic!
202417 papers
- TKDE (T1)A Neural Database for Answering Aggregate Queries on Incomplete Relational Data
- ICDE (T1)A Neural Database for Answering Aggregate Queries on Incomplete Relational Data (Extended Abstract)
- Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC , Orlando, FL, USA, July 15-19An Algorithmic Approach for Detecting Neuromotor Developmental Disabilities in Infants from Wearable Sensor Data
- IEEE International Conference on Mobile Data Management, MDM , Brussels, Belgium, June 24-27BiasBuster: a Neural Approach for Accurate Estimation of Population Statistics using Biased Location Data
- ICDMControllable Visit Trajectory Generation with Spatiotemporal Constraints
- Advances in Knowledge Discovery and Data Mining - Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD , Taipei, Taiwan, May 7-10, , Proceedings, Part IVDynamic GNNs for Precise Seizure Detection and Classification from EEG Data
- IEEE International Conference on Mobile Data Management, MDM , Brussels, Belgium, June 24-27Estimating mobility distributions from uncertain roadside sensor datasets
- Proceedings International Conference on Extending Database Technology, EDBT , Paestum, Italy, March 25 - March 28Fair Spatial Indexing: A paradigm for Group Spatial Fairness
- IEEE International Conference on Big Data, BigData , Washington, DC, USA, December 15-18Forecasting Unseen Points of Interest Visits Using Context and Proximity Priors
- ACM Trans. Spatial Algorithms SystMobility Data Science: Perspectives and Challenges
- VLDB Journal (T1)Supporting secure dynamic alert zones using searchable encryption and graph embedding
- ICML (T1)Theoretical Analysis of Learned Database Operations under Distribution Shift through Distribution Learnability
202313 papers
- SIGMOD (T1)A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy
- International Conference on Information Networking, ICOIN , Bangkok, Thailand, January 11-14An Evaluation of Time-Series Anomaly Detection in Computer Networks
- TKDE (T1)Centralized Routing for Bike-Sharing Systems
- IEEE International Conference on Mobile Data Management, MDM , Singapore, July 3-6CSGAN: Modality-Aware Trajectory Generation via Clustering-based Sequence GAN
- Proceedings of the ACM International Conference on Advances in Geographic Information Systems, SIGSPATIAL , Hamburg, Germany, November 13-16Generating Realistic and Representative Trajectories with Mobility Behavior Clustering
- ACM Trans. Spatial Algorithms SystHTF: Homogeneous Tree Framework for Differentially Private Release of Large Geospatial Datasets with Self-tuning Structure Height
- IEEE Trans. Neural Networks Learn. SystL-BGNN: Layerwise Trained Bipartite Graph Neural Networks
- Proceedings of the ACM International Conference on Advances in Geographic Information Systems, SIGSPATIAL , Hamburg, Germany, November 13-16Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting
- SDMMissed Opportunities in Fair AI
- SIGMOD (T1)NeuroSketch: Fast and Approximate Evaluation of Range Aggregate Queries with Neural Networks
- ICML (T1)On Distribution Dependent Sub-Logarithmic Query Time of Learned Indexing
- IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications, TPS-ISA , Atlanta, GA, USA, November 1-4Supporting Pandemic Preparedness with Privacy Enhancing Technology
Where alumni went129 listed, 0% to industry
Industry 0Academia 1
Also to
- Univ. of Michigan Business School
Apply to USCFall 2027
Computer Science PhD (Viterbi)
- Round
- Single round (Dec 15)
- Opens
- —
- GRE
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- English
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- Fee
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Confirmed on the program page.
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