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ORCIDCyrus Shahabi
Person information
- affiliation: University of Southern California, Los Angeles, USA
- award (2003): Presidential Early Career Award for Scientists and Engineers
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2020 – today
- 2025
[c267]Sina Shaham, Gabriel Ghinita, Bhaskar Krishnamachari, Cyrus Shahabi:
Differentially Private Publication of Smart Electricity Grid Data. EDBT 2025: 213-225- 2024
- [j126]Meihui Zhang, Cyrus Shahabi:
Front Matter. Proc. VLDB Endow. 17(5) (2024) - [j125]Meihui Zhang, Cyrus Shahabi:
Front Matter. Proc. VLDB Endow. 17(7) (2024) - [j124]Meihui Zhang, Cyrus Shahabi:
Front Matter. Proc. VLDB Endow. 17(10) (2024) - [j123]Meihui Zhang, Cyrus Shahabi:
Front Matter. Proc. VLDB Endow. 17(11) (2024) - [j122]Meihui Zhang, Cyrus Shahabi, Ju Fan, Yang Cao, Xiaoou Ding, Divesh Srivastava, Nesime Tatbul, Sihem Amer-Yahia, Yongxin Tong, Yuncheng Wu, Li Xiong, Torsten Grust, Themis Palpanas, Philippe Bonnet, Haixun Wang, Wook-Shin Han, Ibrahim Sabek, M. Tamer Özsu, Xiaofang Zhou:
Front Matter. Proc. VLDB Endow. 17(12) (2024) - [j121]Sepanta Zeighami
, Raghav Seshadri, Cyrus Shahabi:
A Neural Database for Answering Aggregate Queries on Incomplete Relational Data. IEEE Trans. Knowl. Data Eng. 36(7): 2790-2802 (2024) - [j120]Walid G. Aref, Leila De Floriani, Mohamed F. Mokbel, Cyrus Shahabi:
Introduction to the Special Issue on Vision Papers. ACM Trans. Spatial Algorithms Syst. 10(2): 9 (2024) - [j119]Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Seok Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Cyrus Shahabi, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi:
Mobility Data Science: Perspectives and Challenges. ACM Trans. Spatial Algorithms Syst. 10(2): 10 (2024) - [j118]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
Supporting secure dynamic alert zones using searchable encryption and graph embedding. VLDB J. 33(1): 185-206 (2024) - [c266]Jooyoung Yoo, Seon Ho Kim, Krish Sukhani, Min Sang Yoo, Cyrus Shahabi:
Truck Detection and Counting in Low-Light Condition: Do We Need Infrared Camera? BigComp 2024: 317-324 - [c265]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
Fair Spatial Indexing: A paradigm for Group Spatial Fairness. EDBT 2024: 150-161 - [c264]Shang-Ling Hsu, Emmanuel Tung, John Krumm, Cyrus Shahabi, Khurram Shafique:
TrajGPT: Controlled Synthetic Trajectory Generation Using a Multitask Transformer-Based Spatiotemporal Model. SIGSPATIAL/GIS 2024: 362-371 - [c263]Arash Hajisafi, Maria Despoina Siampou, Jize Bi, Luciano Nocera, Cyrus Shahabi:
Wearables for Health (W4H) Toolkit for Acquisition, Storage, Analysis and Visualization of Data from Various Wearable Devices. ICDE 2024: 5425-5428 - [c262]Sepanta Zeighami, Raghav Seshadri, Cyrus Shahabi:
A Neural Database for Answering Aggregate Queries on Incomplete Relational Data (Extended Abstract). ICDE 2024: 5703-5704 - [c261]Sepanta Zeighami, Cyrus Shahabi:
Towards Establishing Guaranteed Error for Learned Database Operations. ICLR 2024 - [c260]Sepanta Zeighami, Cyrus Shahabi:
Theoretical Analysis of Learned Database Operations under Distribution Shift through Distribution Learnability. ICML 2024 - [c259]Sepanta Zeighami, Cyrus Shahabi:
BiasBuster: a Neural Approach for Accurate Estimation of Population Statistics using Biased Location Data. MDM 2024: 1-10 - [c258]Chrysovalantis Anastasiou, John Krumm, Cyrus Shahabi:
Estimating mobility distributions from uncertain roadside sensor datasets. MDM 2024: 175-184 - [c257]Arash Hajisafi, Haowen Lin, Yao-Yi Chiang, Cyrus Shahabi:
Dynamic GNNs for Precise Seizure Detection and Classification from EEG Data. PKDD (4) 2024: 207-220 - [c256]Haowen Lin, Yao-Yi Chiang, Li Xiong, Cyrus Shahabi:
Unified Modeling and Clustering of Mobility Trajectories with Spatiotemporal Point Processes. SDM 2024: 625-633 - [e13]John Krumm, Andreas Züfle, Cyrus Shahabi:
Spatial Gems, Volume 2. ACM Books 55, ACM 2024, ISBN 979-8-4007-0936-4 - [i51]Sepanta Zeighami, Cyrus Shahabi:
BiasBuster: a Neural Approach for Accurate Estimation of Population Statistics using Biased Location Data. CoRR abs/2402.11318 (2024) - [i50]Nripsuta Ani Saxena, Wenbin Zhang, Cyrus Shahabi:
Spatial Fairness: The Case for its Importance, Limitations of Existing Work, and Guidelines for Future Research. CoRR abs/2403.14040 (2024) - [i49]Arash Hajisafi, Haowen Lin, Yao-Yi Chiang, Cyrus Shahabi:
Dynamic GNNs for Precise Seizure Detection and Classification from EEG Data. CoRR abs/2405.09568 (2024) - [i48]Siyu Li, Toan Tran, Haowen Lin, John Krumm, Cyrus Shahabi, Li Xiong:
Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Spatiotemporal Constraints. CoRR abs/2408.13918 (2024) - [i47]Maria Despoina Siampou, Jialiang Li, John Krumm, Cyrus Shahabi, Hua Lu:
Poly2Vec: Polymorphic Encoding of Geospatial Objects for Spatial Reasoning with Deep Neural Networks. CoRR abs/2408.14806 (2024) - [i46]Sina Shaham, Gabriel Ghinita, Bhaskar Krishnamachari, Cyrus Shahabi:
Differentially Private Publication of Electricity Time Series Data in Smart Grids. CoRR abs/2408.16017 (2024) - 2023
- [j117]Ritesh Ahuja, Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi:
A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy. Proc. ACM Manag. Data 1(1): 21:1-21:25 (2023) - [j116]Sepanta Zeighami, Cyrus Shahabi, Vatsal Sharan:
NeuroSketch: Fast and Approximate Evaluation of Range Aggregate Queries with Neural Networks. Proc. ACM Manag. Data 1(1): 100:1-100:26 (2023) - [j115]Meihui Zhang, Cyrus Shahabi:
Front Matter. Proc. VLDB Endow. 17(1) (2023) - [j114]Meihui Zhang, Cyrus Shahabi:
Front Matter. Proc. VLDB Endow. 17(2) (2023) - [j113]Meihui Zhang, Cyrus Shahabi:
Front Matter. Proc. VLDB Endow. 17(3) (2023) - [j112]Meihui Zhang, Cyrus Shahabi:
Front Matter. Proc. VLDB Endow. 17(4) (2023) - [j111]Libin Zheng, Lei Chen, Cyrus Shahabi:
Centralized Routing for Bike-Sharing Systems. IEEE Trans. Knowl. Data Eng. 35(1): 154-166 (2023) - [j110]Tian Xie, Chaoyang He, Xiang Ren, Cyrus Shahabi, C.-C. Jay Kuo:
L-BGNN: Layerwise Trained Bipartite Graph Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10711-10723 (2023) - [j109]Sina Shaham, Gabriel Ghinita, Ritesh Ahuja, John Krumm, Cyrus Shahabi:
HTF: Homogeneous Tree Framework for Differentially Private Release of Large Geospatial Datasets with Self-tuning Structure Height. ACM Trans. Spatial Algorithms Syst. 9(4): 25:1-25:30 (2023) - [c255]Arash Hajisafi, Haowen Lin, Sina Shaham, Haoji Hu, Maria Despoina Siampou, Yao-Yi Chiang, Cyrus Shahabi:
Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting. SIGSPATIAL/GIS 2023: 22:1-22:12 - [c254]Haowen Lin, Sina Shaham, Yao-Yi Chiang, Cyrus Shahabi:
Generating Realistic and Representative Trajectories with Mobility Behavior Clustering. SIGSPATIAL/GIS 2023: 107:1-107:4 - [c253]Sepanta Zeighami, Cyrus Shahabi:
On Distribution Dependent Sub-Logarithmic Query Time of Learned Indexing. ICML 2023: 40669-40680 - [c252]Hong Nguyen, Arash Hajisafi, Alireza Abdoli, Seon Ho Kim, Cyrus Shahabi:
An Evaluation of Time-Series Anomaly Detection in Computer Networks. ICOIN 2023: 104-109 - [c251]Minxing Zhang, Haowen Lin, Shun Takagi, Yang Cao, Cyrus Shahabi, Li Xiong:
CSGAN: Modality-Aware Trajectory Generation via Clustering-based Sequence GAN. MDM 2023: 148-157 - [c250]Chrysovalantis Anastasiou, John Krumm, Cyrus Shahabi:
Time-variant road network-based bridgelets. MDM 2023: 265-273 - [c249]Nripsuta Ani Saxena, Wenbin Zhang, Cyrus Shahabi:
Missed Opportunities in Fair AI. SDM 2023: 961-964 - [c248]Ruixuan Liu, Sepanta Zeighami, Haowen Lin, Cyrus Shahabi, Yang Cao, Shun Takagi, Yoko Konishi, Masatoshi Yoshikawa, Li Xiong:
Supporting Pandemic Preparedness with Privacy Enhancing Technology. TPS-ISA 2023: 34-43 - [i45]Nripsuta Ani Saxena, Wenbin Zhang, Cyrus Shahabi:
Unveiling and Mitigating Bias in Ride-Hailing Pricing for Equitable Policy Making. CoRR abs/2301.03489 (2023) - [i44]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
Supporting Secure Dynamic Alert Zones Using Searchable Encryption and Graph Embedding. CoRR abs/2301.06238 (2023) - [i43]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
Fair Spatial Indexing: A paradigm for Group Spatial Fairness. CoRR abs/2302.02306 (2023) - [i42]Sepanta Zeighami, Cyrus Shahabi:
On Distribution Dependent Sub-Logarithmic Query Time of Learned Indexing. CoRR abs/2306.10651 (2023) - [i41]Arash Hajisafi, Haowen Lin, Sina Shaham, Haoji Hu, Maria Despoina Siampou, Yao-Yi Chiang, Cyrus Shahabi:
Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting. CoRR abs/2306.15927 (2023) - [i40]Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Xu Teng, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi:
Towards Mobility Data Science (Vision Paper). CoRR abs/2307.05717 (2023) - [i39]Sina Shaham, Arash Hajisafi, Minh K. Quan, Dinh C. Nguyen, Bhaskar Krishnamachari, Charith Peris, Gabriel Ghinita, Cyrus Shahabi, Pubudu N. Pathirana:
Holistic Survey of Privacy and Fairness in Machine Learning. CoRR abs/2307.15838 (2023) - 2022
- [j108]Sepanta Zeighami, Ritesh Ahuja, Gabriel Ghinita, Cyrus Shahabi:
A Neural Database for Differentially Private Spatial Range Queries. Proc. VLDB Endow. 15(5): 1066-1078 (2022) - [j107]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
Models and Mechanisms for Spatial Data Fairness. Proc. VLDB Endow. 16(2): 167-179 (2022) - [j106]John Krumm, Cyrus Shahabi, Andreas Züfle:
Spatial Gems 2022 Workshop Report: The 4th ACM SIGSPATIAL International Workshop on Spatial Gems. ACM SIGSPATIAL Special 14(1): 45-47 (2022) - [j105]Kai Zheng, Yong Li, Cyrus Shahabi, Hongzhi Yin:
Introduction to the Special Issue on Intelligent Trajectory Analytics: Part I. ACM Trans. Intell. Syst. Technol. 13(1): 1:1-1:2 (2022) - [j104]Kai Zheng, Yong Li, Cyrus Shahabi, Hongzhi Yin:
Introduction to the Special Issue on Intelligent Trajectory Analytics: Part II. ACM Trans. Intell. Syst. Technol. 13(3): 34:1-34:2 (2022) - [j103]Chrysovalantis Anastasiou, Constantinos Costa, Panos K. Chrysanthis, Cyrus Shahabi, Demetrios Zeinalipour-Yazti:
ASTRO: Reducing COVID-19 Exposure through Contact Prediction and Avoidance. ACM Trans. Spatial Algorithms Syst. 8(2): 1-31 (2022) - [j102]Sirisha Rambhatla, Sepanta Zeighami, Kameron Shahabi, Cyrus Shahabi, Yan Liu:
Toward Accurate Spatiotemporal COVID-19 Risk Scores Using High-Resolution Real-World Mobility Data. ACM Trans. Spatial Algorithms Syst. 8(2): 1-30 (2022) - [c247]Chenyu Wang, Zongyu Lin, Xiaochen Yang, Jiao Sun, Mingxuan Yue, Cyrus Shahabi:
HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting. AAAI 2022: 4193-4200 - [c246]Chrysovalantis Anastasiou, Seon Ho Kim, Cyrus Shahabi:
Generation of Synthetic Urban Vehicle Trajectories. IEEE Big Data 2022: 359-366 - [c245]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
Differentially-Private Publication of Origin-Destination Matrices with Intermediate Stops. EDBT 2022: 2:131-2:142 - [c244]George Constantinou, Suya You, Cyrus Shahabi:
Towards Scalable and Efficient Client Selection for Federated Object Detection. ICPR 2022: 5140-5146 - [c243]Chrysovalantis Anastasiou, Juanhao Zhao, Seon Ho Kim, Cyrus Shahabi:
Data-driven Traffic Index from Sparse and Incomplete Data. ITSC 2022: 2593-2598 - [c242]Abbas Zaidi, Ritesh Ahuja, Cyrus Shahabi:
Differentially Private Occupancy Monitoring from WiFi Access Points. MDM 2022: 361-366 - [e12]John Krumm, Andreas Züfle, Cyrus Shahabi:
Spatial Gems, Volume 1. ACM Books 46, ACM 2022, ISBN 978-1-4503-9813-8 [contents] - [i38]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
Differentially-Private Publication of Origin-Destination Matrices with Intermediate Stops. CoRR abs/2202.12342 (2022) - [i37]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
Models and Mechanisms for Fairness in Location Data Processing. CoRR abs/2204.01880 (2022) - [i36]Ritesh Ahuja, Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi:
A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy. CoRR abs/2208.09744 (2022) - [i35]Sepanta Zeighami, Cyrus Shahabi, Vatsal Sharan:
NeuroSketch: Fast and Approximate Evaluation of Range Aggregate Queries with Neural Networks. CoRR abs/2211.10832 (2022) - [i34]Mohamed F. Mokbel, Mahmoud Attia Sakr, Li Xiong, Andreas Züfle, Jussara M. Almeida, Taylor Anderson, Walid G. Aref, Gennady L. Andrienko, Natalia V. Andrienko, Yang Cao, Sanjay Chawla, Reynold Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, Dimitrios Gunopulos, Christian S. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Kröger, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, Siva Ravada, Matthias Renz, Dimitris Sacharidis, Cyrus Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, Bettina Speckmann, Egemen Tanin, Yannis Theodoridis, Kristian Torp, Goce Trajcevski, Marc J. van Kreveld, Carola Wenk, Martin Werner, Raymond Chi-Wing Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zimányi:
Mobility Data Science (Dagstuhl Seminar 22021). Dagstuhl Reports 12(1): 1-34 (2022) - 2021
- [j101]Sepanta Zeighami, Cyrus Shahabi, John Krumm:
Estimating Spread of Contact-Based Contagions in a Population Through Sub-Sampling. Proc. VLDB Endow. 14(9): 1557-1569 (2021) - [j100]Chrysovalantis Anastasiou, Constantinos Costa, Panos K. Chrysanthis, Cyrus Shahabi:
EPICGen: An Experimental Platform for Indoor Congestion Generation and Forecasting. Proc. VLDB Endow. 14(12): 2803-2806 (2021) - [j99]Dingxiong Deng, Fan Bai, Yiqi Tang, Shuigeng Zhou, Cyrus Shahabi, Linhong Zhu:
Label Propagation on K-Partite Graphs with Heterophily. IEEE Trans. Knowl. Data Eng. 33(3): 1064-1077 (2021) - [c241]George Constantinou, Cyrus Shahabi, Seon Ho Kim:
Placement of DNN Models on Mobile Edge Devices for Effective Video Analysis. IEEE BigData 2021: 207-218 - [c240]Luan V. Tran, Liyue Fan, Cyrus Shahabi:
Clustering Mixed-Type Data with Correlation-Preserving Embedding. DASFAA (2) 2021: 342-358 - [c239]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
An Efficient and Secure Location-based Alert Protocol using Searchable Encryption and Huffman Codes. EDBT 2021: 265-276 - [c238]Kien Nguyen, John Krumm, Cyrus Shahabi:
Quantifying Intrinsic Value of Information of Trajectories. SIGSPATIAL/GIS 2021: 81-90 - [c237]Sina Shaham, Gabriel Ghinita, Ritesh Ahuja, John Krumm, Cyrus Shahabi:
HTF: Homogeneous Tree Framework for Differentially-Private Release of Location Data. SIGSPATIAL/GIS 2021: 184-194 - [c236]Sitao Min, Ritesh Ahuja, Yingzhe Liu, Abbas Zaidi, Catherine Phu, Luciano Nocera, Cyrus Shahabi:
CrowdMap: Spatiotemporal Visualization of Anonymous Occupancy Data for Pandemic Response. SIGSPATIAL/GIS 2021: 630-633 - [c235]Sasan Tavakkol, Feng Han, Brandon Mayer, Mark Phillips, Cyrus Shahabi, Yao-Yi Chiang, Raimondas Kiveris:
Kartta Labs: Collaborative Time Travel. HICSS 2021: 1-10 - [c234]Haowen Lin, Jian Lou, Li Xiong, Cyrus Shahabi:
Integer-arithmetic-only Certified Robustness for Quantized Neural Networks. ICCV 2021: 7808-7817 - [c233]Sepanta Zeighami, Gabriel Ghinita, Cyrus Shahabi:
Secure Dynamic Skyline Queries Using Result Materialization. ICDE 2021: 157-168 - [c232]George Constantinou, Onur Orhan, Roopal Kondepudi, Hyunjae Cho, Seon Ho Kim, Abdullah Alfarrarjeh, Cyrus Shahabi:
FloraVision: A Spatial Crowd-based Learning System for California Native Plants. ICDE 2021: 2721-2724 - [c231]Yanan Da, Ritesh Ahuja, Li Xiong, Cyrus Shahabi:
REACT: Real-Time Contact Tracing and Risk Monitoring via Privacy-Enhanced Mobile Tracking. ICDE 2021: 2729-2732 - [c230]Abdullah Alfarrarjeh, Xiao Yang, Amani Abu Jabal, Seon Ho Kim, Cyrus Shahabi:
Exploring the Spatial-Visual Locality of Geo-tagged Urban Street Images. MIPR 2021: 104-110 - [c229]Mingxuan Yue, Yao-Yi Chiang, Cyrus Shahabi:
VAMBC: A Variational Approach for Mobility Behavior Clustering. ECML/PKDD (4) 2021: 453-469 - [c228]Luciano Nocera, George Constantinou, Luan V. Tran, Seon Ho Kim, Gabriel Kahn, Cyrus Shahabi:
Crosstown Foundry: A Scalable Data-driven Journalism Platform for Hyper-local News. SIGMOD Conference 2021: 2765-2769 - [i33]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
An Efficient and Secure Location-based Alert Protocol using Searchable Encryption and Huffman Codes. CoRR abs/2105.00618 (2021) - [i32]Sepanta Zeighami, Cyrus Shahabi:
NeuroDB: A Neural Network Framework for Answering Range Aggregate Queries and Beyond. CoRR abs/2107.04922 (2021) - [i31]Sina Shaham, Gabriel Ghinita, Ritesh Ahuja, John Krumm, Cyrus Shahabi:
HTF: Homogeneous Tree Framework for Differentially-Private Release of Location Data. CoRR abs/2107.13749 (2021) - [i30]Sepanta Zeighami, Ritesh Ahuja, Gabriel Ghinita, Cyrus Shahabi:
A Neural Database for Differentially Private Spatial Range Queries. CoRR abs/2108.01496 (2021) - [i29]Haowen Lin, Jian Lou, Li Xiong, Cyrus Shahabi:
SemiFed: Semi-supervised Federated Learning with Consistency and Pseudo-Labeling. CoRR abs/2108.09412 (2021) - [i28]Haowen Lin, Jian Lou, Li Xiong, Cyrus Shahabi:
Integer-arithmetic-only Certified Robustness for Quantized Neural Networks. CoRR abs/2108.09413 (2021) - [i27]Kien Nguyen, John Krumm, Cyrus Shahabi:
Quantifying Intrinsic Value of Information of Trajectories. CoRR abs/2108.12450 (2021) - [i26]Chenyu Wang, Zongyu Lin, Xiaochen Yang, Jiao Sun, Mingxuan Yue, Cyrus Shahabi:
HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting. CoRR abs/2109.12846 (2021) - [i25]Kien Nguyen, John Krumm, Cyrus Shahabi:
Gaussian Process for Trajectories. CoRR abs/2110.03712 (2021) - 2020
- [j98]Cyrus Shahabi:
Technical perspective: Computing the value of location data. Commun. ACM 63(9): 84 (2020) - [j97]Gabriel Ghinita, Kien Nguyen, Mihai Maruseac, Cyrus Shahabi:
A secure location-based alert system with tunable privacy-performance trade-off. GeoInformatica 24(4): 951-985 (2020) - [j96]Zhao Chen, Peng Cheng, Lei Chen, Xuemin Lin, Cyrus Shahabi:
Fair Task Assignment in Spatial Crowdsourcing. Proc. VLDB Endow. 13(11): 2479-2492 (2020) - [j95]Luan V. Tran, Minyoung Mun, Matthew Lim, Jonah Yamato, Nathan Huh, Cyrus Shahabi:
DeepTRANS: A Deep Learning System for Public Bus Travel Time Estimation using Traffic Forecasting. Proc. VLDB Endow. 13(12): 2957-2960 (2020) - [j94]Luan V. Tran, Minyoung Mun, Cyrus Shahabi:
Real-Time Distance-Based Outlier Detection in Data Streams. Proc. VLDB Endow. 14(2): 141-153 (2020) - [j93]Li Xiong, Cyrus Shahabi, Yanan Da, Ritesh Ahuja, Vicki Hertzberg, Lance Waller, Xiaoqian Jiang, Amy Franklin:
REACT: real-time contact tracing and risk monitoring using privacy-enhanced mobile tracking. ACM SIGSPATIAL Special 12(2): 3-14 (2020) - [j92]John Krumm, Cyrus Shahabi, Andreas Züfle:
The 2nd ACM SIGSPATIAL International Workshop on Spatial Gems: Spatial Gems 2020 workshop report. ACM SIGSPATIAL Special 12(3): 32-34 (2020) - [j91]Yongxin Tong, Zimu Zhou, Yuxiang Zeng, Lei Chen, Cyrus Shahabi:
Spatial crowdsourcing: a survey. VLDB J. 29(1): 217-250 (2020) - [c227]Sasan Tavakkol, Cyrus Shahabi, Feng Han, Raimondas Kiveris:
Piaget: A Probabilistic Inference Approach for Geolocating Historical Buildings. IEEE BigData 2020: 971-978 - [c226]Vinuta Hegde, Dweep Trivedi, Abdullah Alfarrarjeh, Aditi Deepak, Seon Ho Kim, Cyrus Shahabi:
Yet Another Deep Learning Approach for Road Damage Detection using Ensemble Learning. IEEE BigData 2020: 5553-5558 - [c225]Sina Shaham, Gabriel Ghinita, Cyrus Shahabi:
Enhancing the Performance of Spatial Queries on Encrypted Data Through Graph Embedding. DBSec 2020: 289-309 - [c224]Ritesh Ahuja, Gabriel Ghinita, Cyrus Shahabi:
Differentially-Private Next-Location Prediction with Neural Networks. EDBT 2020: 121-132 - [c223]Kien Nguyen, John Krumm, Cyrus Shahabi:
Spatial Privacy Pricing: The Interplay between Privacy, Utility and Price in Geo-Marketplaces. SIGSPATIAL/GIS 2020: 263-272 - [c222]Abdullah Alfarrarjeh, Seon Ho Kim, Vinuta Hegde, Akshansh, Cyrus Shahabi, Qingyun Xie, Siva Ravada:
A Class of R*-tree Indexes for Spatial-Visual Search of Geo-tagged Street Images. ICDE 2020: 1990-1993 - [c221]