Songtao He

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 25

Top Topics

Tracking Objects

Successive Frames

Top Venues

Publications

Songtao He, Hari Balakrishnan
Lane-Level Street Map Extraction from Aerial Imagery. WACV (2022)
Favyen Bastani, Songtao He, Samuel Madden
Self-Supervised Multi-Object Tracking with Cross-input Consistency. NeurIPS (2021)
Favyen Bastani, Songtao He, Sam Madden
Self-Supervised Multi-Object Tracking with Cross-Input Consistency. CoRR (2021)
Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Sam Madden
SkyQuery: an aerial drone video sensing platform. Onward! (2021)
Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
Updating Street Maps using Changes Detected in Satellite Imagery. SIGSPATIAL/GIS (2021)
Songtao He, Favyen Bastani, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden
TagMe: GPS-Assisted Automatic Object Annotation in Videos. CoRR (2021)
Songtao He, Mohammad Amin Sadeghi, Sanjay Chawla, Mohammad Alizadeh, Hari Balakrishnan, Samuel Madden
Inferring high-resolution traffic accident risk maps based on satellite imagery and GPS trajectories. ICCV (2021)
Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Michael J. Cafarella, Tim Kraska, Sam Madden
SkyQuery: An Aerial Drone Video Sensing Platform. CoRR (2021)
Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
Inferring and improving street maps with data-driven automation. Commun. ACM 64 (11) (2021)
Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
Updating Street Maps using Changes Detected in Satellite Imagery. CoRR (2021)
Songtao He, Favyen Bastani, Arjun Balasingam, Karthik Gopalakrishnan, Ziwen Jiang, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden
BeeCluster: drone orchestration via predictive optimization. MobiSys (2020)
Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks. AAAI (2020)
Favyen Bastani, Songtao He, Arjun Balasingam, Karthik Gopalakrishnan, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden
MIRIS: Fast Object Track Queries in Video. SIGMOD Conference (2020)
Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi
Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding. CoRR (2020)
Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi
Sat2Graph: Road Graph Extraction Through Graph-Tensor Encoding. ECCV (24) (2020)
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
Machine-Assisted Map Editing. CoRR (2019)
Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
Inferring and Improving Street Maps with Data-Driven Automation. CoRR (2019)
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 Bojja Venkatakrishnan, Wei-Hung Weng, Song Han, Tim Kraska, Mohammad Alizadeh
Park: An Open Platform for Learning-Augmented Computer Systems. NeurIPS (2019)
Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks. CoRR (2019)
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, David J. DeWitt
RoadTracer: Automatic Extraction of Road Networks From Aerial Images. CVPR (2018)
Songtao He, Favyen Bastani, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
RoadRunner: improving the precision of road network inference from GPS trajectories. SIGSPATIAL/GIS (2018)
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
Machine-assisted map editing. SIGSPATIAL/GIS (2018)
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, David J. DeWitt, Sam Madden
Unthule: An Incremental Graph Construction Process for Robust Road Map Extraction from Aerial Images. CoRR (2018)
Min Hong Yun, Songtao He, Lin Zhong
Reducing Latency by Eliminating Synchrony. WWW (2017)
Min Hong Yun, Songtao He, Lin Zhong
POLYPATH: Supporting Multiple Tradeoffs for Interaction Latency. CoRR (2016)
Yu Yan, Songtao He, Yunxin Liu, Longbo Huang
Optimizing power consumption of mobile games. HotPower@SOSP (2015)
Haibo Zhang, Hong An, Songtao He, Tao Sun, Tao Wang, Yi Peng, Yichao Cheng
程序阶段性分析和阶段检测技术 (Program Phase Analysis and Phase Detection Techniques). 计算机科学 42 (1) (2015)
Songtao He, Yunxin Liu, Hucheng Zhou
Optimizing Smartphone Power Consumption through Dynamic Resolution Scaling. MobiCom (2015)
Tianxing Jin, Songtao He, Yunxin Liu
Towards Accurate GPU Power Modeling for Smartphones. MobiGames@MobiSys (2015)
Songtao He, Yunxin Liu, Hucheng Zhou
Demo: Optimizing Smartphone Power Consumption through Dynamic Resolution Scaling. MobiCom (2015)
Haibo Zhang, Wenting Han, Feng Li, Songtao He, Yichao Cheng, Hong An, Zhitao Chen
A Criticality-Aware DVFS Runtime Utility for Optimizing Power Efficiency of Multithreaded Applications. IPDPS Workshops (2014)