Songtao He

34 papers A* 8A 2Journal 14Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Mutually dependent, balanced contributions, and the priority value.
J. Comb. Optim.
Songtao He, Erfang Shan, Yuxin Sun
2025 J jnl
New axiomatizations of the Priority value for cooperative games with priority structure.
Oper. Res. Lett.
Songtao He, Erfang Shan, Yuxin Sun
2022 — —
Enriching Digital Maps with Aerial Imagery and GPS Data
Songtao He
2022 A conf
Lane-Level Street Map Extraction from Aerial Imagery.
WACV
Songtao He, Hari Balakrishnan
2021 J jnl
Inferring and improving street maps with data-driven automation.
Commun. ACM
Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
2021 A* conf
Inferring high-resolution traffic accident risk maps based on satellite imagery and GPS trajectories.
ICCV
Songtao He, Mohammad Amin Sadeghi, Sanjay Chawla, Mohammad Alizadeh, Hari Balakrishnan, Samuel Madden
2021 J jnl
Self-Supervised Multi-Object Tracking with Cross-Input Consistency.
CoRR
Favyen Bastani, Songtao He, Sam Madden
2021 A* conf
Self-Supervised Multi-Object Tracking with Cross-input Consistency.
NeurIPS
Favyen Bastani, Songtao He, Samuel Madden
2021 J jnl
SkyQuery: An Aerial Drone Video Sensing Platform.
CoRR
Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Michael J. Cafarella, Tim Kraska, Sam Madden
2021 — conf
SkyQuery: an aerial drone video sensing platform.
Onward!
Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Sam Madden
2021 J jnl
TagMe: GPS-Assisted Automatic Object Annotation in Videos.
CoRR
Songtao He, Favyen Bastani, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden
2021 — conf
Updating Street Maps using Changes Detected in Satellite Imagery.
SIGSPATIAL/GIS
Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
2021 J jnl
Updating Street Maps using Changes Detected in Satellite Imagery.
CoRR
Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
2020 A conf
BeeCluster: drone orchestration via predictive optimization.
MobiSys
Songtao He, Favyen Bastani, Arjun Balasingam, Karthik Gopalakrishnan, Ziwen Jiang, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden
2020 — conf
MIRIS: Fast Object Track Queries in Video.
SIGMOD Conference
Favyen Bastani, Songtao He, Arjun Balasingam, Karthik Gopalakrishnan, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden
2020 A* conf
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks.
AAAI
Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi
2020 — conf
Sat2Graph: Road Graph Extraction Through Graph-Tensor Encoding.
ECCV (24)
Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi
2020 J jnl
Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding.
CoRR
Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi
2019 J jnl
Inferring and Improving Street Maps with Data-Driven Automation.
CoRR
Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
2019 J jnl
Machine-Assisted Map Editing.
CoRR
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
2019 A* conf
Park: An Open Platform for Learning-Augmented Computer Systems.
NeurIPS
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
2019 J jnl
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks.
CoRR
Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi
2018 — conf
Machine-assisted map editing.
SIGSPATIAL/GIS
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
2018 — conf
RoadRunner: improving the precision of road network inference from GPS trajectories.
SIGSPATIAL/GIS
Songtao He, Favyen Bastani, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
2018 A* conf
RoadTracer: Automatic Extraction of Road Networks From Aerial Images.
CVPR
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, David J. DeWitt
2018 J jnl
Unthule: An Incremental Graph Construction Process for Robust Road Map Extraction from Aerial Images.
CoRR
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, David J. DeWitt, Sam Madden
2017 A* conf
Reducing Latency by Eliminating Synchrony.
WWW
Min Hong Yun, Songtao He, Lin Zhong
2016 J jnl
POLYPATH: Supporting Multiple Tradeoffs for Interaction Latency.
CoRR
Min Hong Yun, Songtao He, Lin Zhong
2015 A* conf
Demo: Optimizing Smartphone Power Consumption through Dynamic Resolution Scaling.
MobiCom
Songtao He, Yunxin Liu, Hucheng Zhou
2015 A* conf
Optimizing Smartphone Power Consumption through Dynamic Resolution Scaling.
MobiCom
Songtao He, Yunxin Liu, Hucheng Zhou
2015 — conf
Optimizing power consumption of mobile games.
HotPower@SOSP
Yu Yan, Songtao He, Yunxin Liu, Longbo Huang
2015 — conf
Towards Accurate GPU Power Modeling for Smartphones.
MobiGames@MobiSys
Tianxing Jin, Songtao He, Yunxin Liu
2015 J jnl
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
Haibo Zhang, Hong An, Songtao He, Tao Sun, Tao Wang, Yi Peng, Yichao Cheng
2014 — conf
A Criticality-Aware DVFS Runtime Utility for Optimizing Power Efficiency of Multithreaded Applications.
IPDPS Workshops
Haibo Zhang, Wenting Han, Feng Li, Songtao He, Yichao Cheng, Hong An, Zhitao Chen