Songtao He

According to our database, Songtao He authored at least 26 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Enriching Digital Maps with Aerial Imagery and GPS Data

Songtao He

PhD thesis, 2022

Lane-Level Street Map Extraction from Aerial Imagery.

Songtao He, Hari Balakrishnan

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

2021

SkyQuery: An Aerial Drone Video Sensing Platform.

Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Michael J. Cafarella, Tim Kraska, Sam Madden

CoRR, 2021

TagMe: GPS-Assisted Automatic Object Annotation in Videos.

Songtao He, Favyen Bastani, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden

CoRR, 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, Mohammad Amin Sadeghi

Commun. ACM, 2021

SkyQuery: an aerial drone video sensing platform.

Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Sam Madden

Proceedings of the Onward! 2021: Proceedings of the 2021 ACM SIGPLAN International Symposium on New Ideas, 2021

Self-Supervised Multi-Object Tracking with Cross-input Consistency.

Favyen Bastani, Songtao He, Samuel Madden

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 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

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Updating Street Maps using Changes Detected in Satellite Imagery.

Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

2020

MIRIS: Fast Object Track Queries in Video.

Favyen Bastani, Songtao He, Arjun Balasingam, Karthik Gopalakrishnan, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden

Proceedings of the 2020 International Conference on Management of Data, 2020

BeeCluster: drone orchestration via predictive optimization.

Songtao He, Favyen Bastani, Arjun Balasingam, Karthik Gopalakrishnan, Ziwen Jiang, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden

Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 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

Proceedings of the Computer Vision - ECCV 2020, 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

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

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 Bojja Venkatakrishnan, Wei-Hung Weng, Song Han, Tim Kraska, Mohammad Alizadeh

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

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

CoRR, 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

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Machine-assisted map editing.

Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

RoadTracer: Automatic Extraction of Road Networks From Aerial Images.

Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, David J. DeWitt

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Reducing Latency by Eliminating Synchrony.

Min Hong Yun, Songtao He, Lin Zhong

Proceedings of the 26th International Conference on World Wide Web, 2017

2016

POLYPATH: Supporting Multiple Tradeoffs for Interaction Latency.

Min Hong Yun, Songtao He, Lin Zhong

CoRR, 2016

2015

程序阶段性分析和阶段检测技术 (Program Phase Analysis and Phase Detection Techniques).

Haibo Zhang, Hong An, Songtao He, Tao Sun, Tao Wang, Yi Peng, Yichao Cheng

计算机科学, 2015

Optimizing power consumption of mobile games.

Yu Yan, Songtao He, Yunxin Liu, Longbo Huang

Proceedings of the Workshop on Power-Aware Computing and Systems, 2015

Towards Accurate GPU Power Modeling for Smartphones.

Tianxing Jin, Songtao He, Yunxin Liu

Proceedings of the 2nd Workshop on Mobile Gaming, MobiGames@MobiSys 2015, Florence, Italy, 2015

Demo: Optimizing Smartphone Power Consumption through Dynamic Resolution Scaling.

Songtao He, Yunxin Liu, Hucheng Zhou

Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 2015

Optimizing Smartphone Power Consumption through Dynamic Resolution Scaling.

Songtao He, Yunxin Liu, Hucheng Zhou

Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 2015

2014

A Criticality-Aware DVFS Runtime Utility for Optimizing Power Efficiency of Multithreaded Applications.

Haibo Zhang, Wenting Han, Feng Li, Songtao He, Yichao Cheng, Hong An, Zhitao Chen

Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014