Shahabi, Cyrus

14 publications

ICML 2025 Poly2Vec: Polymorphic Fourier-Based Encoding of Geospatial Objects for GeoAI Applications Maria Despoina Siampou, Jialiang Li, John Krumm, Cyrus Shahabi, Hua Lu

ICML 2024 Theoretical Analysis of Learned Database Operations Under Distribution Shift Through Distribution Learnability Sepanta Zeighami, Cyrus Shahabi

ICLR 2024 Towards Establishing Guaranteed Error for Learned Database Operations Sepanta Zeighami, Cyrus Shahabi

NeurIPSW 2023 NeuroDB: Efficient, Privacy-Preserving and Robust Query Answering with Neural Networks Sepanta Zeighami, Cyrus Shahabi

ICML 2023 On Distribution Dependent Sub-Logarithmic Query Time of Learned Indexing Sepanta Zeighami, Cyrus Shahabi

AAAI 2022 HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting Chenyu Wang, Zongyu Lin, Xiaochen Yang, Jiao Sun, Mingxuan Yue, Cyrus Shahabi

ICCV 2021 Integer-Arithmetic-Only Certified Robustness for Quantized Neural Networks Haowen Lin, Jian Lou, Li Xiong, Cyrus Shahabi

ECML-PKDD 2021 VAMBC: A Variational Approach for Mobility Behavior Clustering Mingxuan Yue, Yao-Yi Chiang, Cyrus Shahabi

ECML-PKDD 2020 CrimeForecaster: Crime Prediction by Exploiting the Geographical Neighborhoods' Spatiotemporal Dependencies Jiao Sun, Mingxuan Yue, Zongyu Lin, Xiaochen Yang, Luciano Nocera, Gabriel Kahn, Cyrus Shahabi

ECML-PKDD 2020 Learning a Contextual and Topological Representation of Areas-of-Interest for On-Demand Delivery Application Mingxuan Yue, Tianshu Sun, Fan Wu, Lixia Wu, Yinghui Xu, Cyrus Shahabi

ICLR 2018 Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting Yaguang Li, Rose Yu, Cyrus Shahabi, Yan Liu

ECCV 2016 Validation of Automated Mobility Assessment Using a Single 3D Sensor Jiun-Yu Kao, Minh Nguyen, Luciano Nocera, Cyrus Shahabi, Antonio Ortega, Carolee J. Winstein, Ibrahim Sorkhoh, Yu-Chen Chung, Yi-An Chen, Helen Bacon

ECCVW 2016 Validation of Automated Mobility Assessment Using a Single 3D Sensor Jiun-Yu Kao, Minh Nguyen, Luciano Nocera, Cyrus Shahabi, Antonio Ortega, Carolee J. Winstein, Ibrahim Sorkhoh, Yu-Chen Chung, Yi-An Chen, Helen Bacon

AAAI 2000 The TheaterLoc Virtual Application Greg Barish, Craig A. Knoblock, Yi-Shin Chen, Steven Minton, Andrew Philpot, Cyrus Shahabi