He, Songtao

7 publications

WACV 2022 Lane-Level Street mAP Extraction from Aerial Imagery Songtao He, Hari Balakrishnan

ICCV 2021 Inferring High-Resolution Traffic Accident Risk Maps Based on Satellite Imagery and GPS Trajectories Songtao He, Mohammad Amin Sadeghi, Sanjay Chawla, Mohammad Alizadeh, Hari Balakrishnan, Samuel Madden

NeurIPS 2021 Self-Supervised Multi-Object Tracking with Cross-Input Consistency Favyen Bastani, Songtao He, Samuel Madden

AAAI 2020 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, Mohammad Amin Sadeghi

ECCV 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, Mohammad Amin Sadeghi

ICMLW 2019 Park: An Open Platform for Learning Augmented Computer Systems Hongzi Mao, Parimarjan Negi, Akshay Narayan, Hanrui Wang, Jiacheng Yang, Haonan Wang, Ryan Marcus, Ravichandra Addanki, Mehrdad Khani, Songtao He, Vikram Nathan, Frank Cangialosi, Shaileshh Bojja Venkatakrishnan, Wei-Hung Weng, Song Han, Tim Kraska, Mohammad Alizadeh

NeurIPS 2019 Park: An Open Platform for Learning-Augmented Computer Systems Hongzi Mao, Parimarjan Negi, Akshay Narayan, Hanrui Wang, Jiacheng Yang, Haonan Wang, Ryan Marcus, Ravichandra Addanki, Mehrdad Khani Shirkoohi, Songtao He, Vikram Nathan, Frank Cangialosi, Shaileshh Venkatakrishnan, Wei-Hung Weng, Song Han, Tim Kraska, Dr.Mohammad Alizadeh