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Songtao He
Songtao He
Verified email at alum.mit.edu - Homepage
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RoadTracer: Automatic extraction of road networks from aerial images
F Bastani, S He, S Abbar, M Alizadeh, H Balakrishnan, S Chawla, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
3132018
Park: An Open Platform for Learning Augmented Computer Systems
H Mao, P Negi, A Narayan, H Wang, J Yang, H Wang, R Marcus, ...
Neural Information Processing Systems (NeurIPS), 2019
892019
Optimizing Smartphone Power Consumption through Dynamic Resolution Scaling
S He, Y Liu, H Zhou
Proceedings of the 21st Annual International Conference on Mobile Computing …, 2015
872015
MIRIS: Fast Object Track Queries in Video
F Bastani, S He, A Balasingam, K Gopalakrishnan, M Alizadeh, ...
Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020
772020
RoadRunner: improving the precision of road network inference from GPS trajectories
S He, F Bastani, S Abbar, M Alizadeh, H Balakrishnan, S Chawla, ...
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances …, 2018
742018
Sat2graph: Road graph extraction through graph-tensor encoding
S He, F Bastani, S Jagwani, M Alizadeh, H Balakrishnan, S Chawla, ...
European Conference on Computer Vision, 51-67, 2020
632020
RoadTagger: Robust road attribute inference with graph neural networks
S He, F Bastani, S Jagwani, E Park, S Abbar, M Alizadeh, H Balakrishnan, ...
Proceedings of the AAAI Conference on Artificial Intelligence 34 (07), 10965 …, 2020
332020
Machine-assisted map editing
F Bastani, S He, S Abbar, M Alizadeh, H Balakrishnan, S Chawla, ...
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances …, 2018
272018
Inferring High-Resolution Traffic Accident Risk Maps Based on Satellite Imagery and GPS Trajectories
S He, MA Sadeghi, S Chawla, M Alizadeh, H Balakrishnan, S Madden
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
252021
Self-Supervised Multi-Object Tracking with Cross-Input Consistency
F Bastani, S He, S Madden
Advances in Neural Information Processing Systems 34, 13695-13706, 2021
232021
BeeCluster: drone orchestration via predictive optimization
S He, F Bastani, A Balasingam, K Gopalakrishna, Z Jiang, M Alizadeh, ...
Proceedings of the 18th International Conference on Mobile Systems …, 2020
182020
Lane-Level Street Map Extraction From Aerial Imagery
S He, H Balakrishnan
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
172022
Towards Accurate GPU Power Modeling for Smartphones
T Jin, S He, Y Liu
Proceedings of the 2nd Workshop on Mobile Gaming, 7-11, 2015
172015
Optimizing power consumption of mobile games
Y Yan, S He, Y Liu, L Huang
Proceedings of the Workshop on Power-Aware Computing and Systems, 21-25, 2015
102015
Reducing Latency by Eliminating Synchrony
MH Yun, S He, L Zhong
Proceedings of the 26th International Conference on World Wide Web, 331-340, 2017
9*2017
Inferring and improving street maps with data-driven automation
F Bastani, S He, S Jagwani, E Park, S Abbar, M Alizadeh, H Balakrishnan, ...
Communications of the ACM 64 (11), 109-117, 2021
72021
Updating Street Maps using Changes Detected in Satellite Imagery
F Bastani, S He, S Jagwani, M Alizadeh, H Balakrishnan, S Chawla, ...
Proceedings of the 29th International Conference on Advances in Geographic …, 2021
62021
A Criticality-Aware DVFS Runtime Utility for Optimizing Power Efficiency of Multithreaded Applications
H Zhang, W Han, F Li, S He, Y Cheng, H An, Z Chen
2014 IEEE International Parallel & Distributed Processing Symposium …, 2014
62014
SkyQuery: an aerial drone video sensing platform
F Bastani, S He, Z Jiang, O Bastani, S Madden
Proceedings of the 2021 ACM SIGPLAN International Symposium on New Ideas …, 2021
22021
TagMe: GPS-Assisted Automatic Object Annotation in Videos
S He, F Bastani, M Alizadeh, H Balakrishnan, M Cafarella, T Kraska, ...
arXiv preprint arXiv:2103.13428, 2021
2021
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