A greener transportation mode: flexible routes discovery from GPS trajectory data. - Favyen Bastani; Xing Xie 001; Yan Huang 002; Jason W. Powell (GIS, 2011)

Towards Reducing Taxicab Cruising Time Using Spatio-Temporal Profitability Maps. - Jason W. Powell; Yan Huang 002; Favyen Bastani; Minhe Ji (SSTD, 2011)

Real-Time Anomaly Detection in Streams of Execution Traces. - Wenke Zhang; Favyen Bastani; I-Ling Yen; Kevin Hulin; Farokh B. Bastani; Latifur Khan (HASE, 2012)

Noah: a dynamic ridesharing system. - Charles Tian; Yan Huang 002; Zhi Liu; Favyen Bastani; Ruoming Jin (SIGMOD Conference, 2013)

QoS-Driven Service Composition with Reconfigurable Services. - Hui Ma 006; Favyen Bastani; I-Ling Yen; Hong Mei 001 (IEEE Trans. Serv. Comput., 2013)

Large Scale Real-time Ridesharing with Service Guarantee on Road Networks. - Yan Huang 002; Favyen Bastani; Ruoming Jin; Xiaoyang Sean Wang (Proc. VLDB Endow., 2014)

RoadTracer: Automatic Extraction of Road Networks From Aerial Images. - Favyen Bastani; Songtao He; Sofiane Abbar; Mohammad Alizadeh; Hari Balakrishnan; Sanjay Chawla; Sam Madden 001; David J. DeWitt (CVPR, 2018)

Machine-assisted map editing. - Favyen Bastani; Songtao He; Sofiane Abbar; Mohammad Alizadeh; Hari Balakrishnan; Sanjay Chawla; Sam Madden 001 (SIGSPATIAL/GIS, 2018)

RoadRunner: improving the precision of road network inference from GPS trajectories. - Songtao He; Favyen Bastani; Sofiane Abbar; Mohammad Alizadeh; Hari Balakrishnan; Sanjay Chawla; Sam Madden 001 (SIGSPATIAL/GIS, 2018)

Unthule: An Incremental Graph Construction Process for Robust Road Map Extraction from Aerial Images. - Favyen Bastani; Songtao He; Sofiane Abbar; Mohammad Alizadeh; Hari Balakrishnan; Sanjay Chawla; David J. DeWitt; Sam Madden 001 (CoRR, 2018)

RoadTagger: Robust Road Attribute Inference with Graph Neural Networks. - Songtao He; Favyen Bastani; Satvat Jagwani; Edward Park; Sofiane Abbar; Mohammad Alizadeh; Hari Balakrishnan; Sanjay Chawla; Samuel Madden 001; Mohammad Amin Sadeghi (AAAI, 2020)

Sat2Graph: Road Graph Extraction Through Graph-Tensor Encoding. - Songtao He; Favyen Bastani; Satvat Jagwani; Mohammad Alizadeh; Hari Balakrishnan; Sanjay Chawla; Mohamed M. Elshrif; Samuel Madden 001; Mohammad Amin Sadeghi (ECCV (24), 2020)

BeeCluster: drone orchestration via predictive optimization. - Songtao He; Favyen Bastani; Arjun Balasingam; Karthik Gopalakrishnan 002; Ziwen Jiang; Mohammad Alizadeh; Hari Balakrishnan; Michael J. Cafarella; Tim Kraska; Sam Madden 001 (MobiSys, 2020)

MIRIS: Fast Object Track Queries in Video. - Favyen Bastani; Songtao He; Arjun Balasingam; Karthik Gopalakrishnan 002; Mohammad Alizadeh; Hari Balakrishnan; Michael J. Cafarella; Tim Kraska; Sam Madden 001 (SIGMOD Conference, 2020)

Vaas: Video Analytics At Scale. - Favyen Bastani; Oscar R. Moll; Samuel Madden 001 (Proc. VLDB Endow., 2020)

Updating Street Maps using Changes Detected in Satellite Imagery. - Favyen Bastani; Songtao He; Satvat Jagwani; Mohammad Alizadeh; Hari Balakrishnan; Sanjay Chawla; Sam Madden 001; Mohammad Amin Sadeghi (SIGSPATIAL/GIS, 2021)

Beyond Road Extraction: A Dataset for Map Update using Aerial Images. - Favyen Bastani; Sam Madden 001 (ICCV, 2021)

Self-Supervised Multi-Object Tracking with Cross-input Consistency. - Favyen Bastani; Songtao He; Samuel Madden 001 (NeurIPS, 2021)

SkyQuery: an aerial drone video sensing platform. - Favyen Bastani; Songtao He; Ziwen Jiang; Osbert Bastani; Sam Madden 001 (Onward!, 2021)

Inferring and improving street maps with data-driven automation. - Favyen Bastani; Songtao He; Satvat Jagwani; Edward Park; Sofiane Abbar; Mohammad Alizadeh; Hari Balakrishnan; Sanjay Chawla; Sam Madden 001; Mohammad Amin Sadeghi (Commun. ACM, 2021)

TagMe: GPS-Assisted Automatic Object Annotation in Videos. - Songtao He; Favyen Bastani; Mohammad Alizadeh; Hari Balakrishnan; Michael J. Cafarella; Tim Kraska; Sam Madden 001 (CoRR, 2021)

MultiScope: Efficient Video Pre-processing for Exploratory Video Analytics. - Favyen Bastani; Sam Madden 001 (CoRR, 2021)

SkyQuery: An Aerial Drone Video Sensing Platform. - Favyen Bastani; Songtao He; Ziwen Jiang; Osbert Bastani; Michael J. Cafarella; Tim Kraska; Sam Madden 001 (CoRR, 2021)

Label-Efficient and Compute-Efficient Video Analytics. - Favyen Bastani (2021)

ExSample: Efficient Searches on Video Repositories through Adaptive Sampling. - Oscar R. Moll; Favyen Bastani; Sam Madden 001; Mike Stonebraker; Vijay Gadepally; Tim Kraska (ICDE, 2022)

OTIF: Efficient Tracker Pre-processing over Large Video Datasets. - Favyen Bastani; Samuel Madden 001 (SIGMOD Conference, 2022)

Satlas: A Large-Scale, Multi-Task Dataset for Remote Sensing Image Understanding. - Favyen Bastani; Piper Wolters; Ritwik Gupta; Joe Ferdinando; Aniruddha Kembhavi (CoRR, 2022)

Synthesizing Trajectory Queries from Examples. - Stephen Mell; Favyen Bastani; Steve Zdancewic; Osbert Bastani (CAV (1), 2023)

SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding. - Favyen Bastani; Piper Wolters; Ritwik Gupta; Joe Ferdinando; Aniruddha Kembhavi (ICCV, 2023)

Zooming Out on Zooming In: Advancing Super-Resolution for Remote Sensing. - Piper Wolters; Favyen Bastani; Aniruddha Kembhavi (CoRR, 2023)

Satellite Imagery and AI: A New Era in Ocean Conservation, from Research to Deployment and Impact. - Patrick Beukema; Favyen Bastani; Piper Wolters; Henry Herzog; Joe Ferdinando (CoRR, 2023)

On the Generalizability of Foundation Models for Crop Type Mapping. - Yi-Chia Chang; Adam J. Stewart; Favyen Bastani; Piper Wolters; Shreya Kannan; George R. Huber; Jingtong Wang; Arindam Banerjee 001 (CoRR, 2024)

Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models. - Matt Deitke; Christopher Clark; Sangho Lee 008; Rohun Tripathi; Yue Yang 006; Jae Sung Park; Mohammadreza Salehi; Niklas Muennighoff; Kyle Lo; Luca Soldaini; Jiasen Lu; Taira Anderson; et al. (CoRR, 2024)

Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models. - Matt Deitke; Christopher Clark; Sangho Lee 001; Rohun Tripathi; Yue Yang 006; Jae Sung Park; Mohammadreza Salehi; Niklas Muennighoff; Kyle Lo; Luca Soldaini; Jiasen Lu; Taira Anderson; et al. (CVPR, 2025)

OPTIMUS: Observing Persistent Transformations in Multi-Temporal Unlabeled Satellite-Data. - Raymond Yu; Paul Han; Piper Wolters; Favyen Bastani (WACV, 2025)

Galileo: Learning Global and Local Features in Pretrained Remote Sensing Models. - Gabriel Tseng; Anthony Fuller; Marlena Reil; Henry Herzog; Patrick Beukema; Favyen Bastani; James R. Green; Evan Shelhamer; Hannah Kerner; David Rolnick (CoRR, 2025)

OPTIMUS: Observing Persistent Transformations in Multi-temporal Unlabeled Satellite-data. - Raymond Yu; Paul Han; Josh Myers-Dean; Piper Wolters; Favyen Bastani (CoRR, 2025)

LIGHTHOUSE: Fast and precise distance to shoreline calculations from anywhere on earth. - Patrick Beukema; Henry Herzog; Yawen Zhang; Hunter Pitelka; Favyen Bastani (CoRR, 2025)

High-Resolution Live Fuel Moisture Content (LFMC) Maps for Wildfire Risk from Multimodal Earth Observation Data. - Patrick Alan Johnson; Gabriel Tseng; Yawen Zhang; Heather Heward; Virginia Sjahli; Favyen Bastani; Joseph Redmon; Patrick Beukema (CoRR, 2025)