Shahabi, Cyrus

1. SemiFed: Semi-supervised Federated Learning with Consistency and Pseudo-Labeling
   2021/08/21 by Lin, Haowen, Lou, Jian, Xiong, Li +1 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting
   2017/07/06 by Li, Yaguang, Yu, Rose, Shahabi, Cyrus +1 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting
   2021/09/27 by Wang, Chenyu, Lin, Zongyu, Yang, Xiaochen +3 · 2 citations
   #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis
   2020/03/03 by Mingxuan Yue, Yue, Mingxuan, Yaguang Li +9 · 2 citations
   Computer Science · Social Sciences · #Data Management and Algorithms #FOS: Computer and information sciences #Geographic Information Systems Studies #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Gaussian Process for Trajectories
   2021/10/07 by Kien Nguyen, John Krumm, Nguyen, Kien +3 · 1 citation
   Computer Science · #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Spatiotemporal Constraints
   2024/08/25 by Siyu Li, Trần Khánh Toàn, Li, Siyu +10 · 2 citations
   Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Transportation and Mobility Innovations
7. NeuroSketch: Fast and Approximate Evaluation of Range Aggregate Queries with Neural Networks
   2022/11/20 by Sepanta Zeighami, Cyrus Shahabi, Zeighami, Sepanta +3 · 1 citation
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Automated Road and Building Extraction #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences
8. Fair Spatial Indexing: A paradigm for Group Spatial Fairness
   2023/02/05 by Sina Shaham, Gabriel Ghinita, Shaham, Sina +3 · 1 citation
   Economics, Econometrics and Finance · Environmental Science · #Economic and Environmental Valuation #Land Use and Ecosystem Services
9. Poly2Vec: Polymorphic Fourier-Based Encoding of Geospatial Objects for GeoAI Applications
   2024/08/27 by Siampou, Maria Despoina, Li, Jialiang, Krumm, John +2 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. On Distribution Dependent Sub-Logarithmic Query Time of Learned Indexing
    2023/06/19 by Zeighami, Sepanta, Shahabi, Cyrus · 1 citation
    #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Towards Establishing Guaranteed Error for Learned Database Operations
    2024/11/09 by Sepanta Zeighami, Zeighami, Sepanta, Cyrus Shahabi +1 · 1 citation
    Computer Science · Engineering · #Advanced Database Systems and Queries #Databases (cs.DB) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods