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Hongpeng Guo
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Thanos: Incentive mechanism with quality awareness for mobile crowd sensing
H Jin, L Su, D Chen, H Guo, K Nahrstedt, J Xu
IEEE Transactions on Mobile Computing 18 (8), 1951-1964, 2018
842018
CrossRoI: Cross-camera Region of Interest Optimization for Efficient Real Time Video Analytics at Scale
H Guo, S Yao, Z Yang, Q Zhou, K Nahrstedt
Proceedings of the 12th ACM Multimedia Systems Conference (MMsys'21), 186-199, 2021
552021
Dynamic task pricing in multi-requester mobile crowd sensing with markov correlated equilibrium
H Jin, H Guo, L Su, K Nahrstedt, X Wang
IEEE INFOCOM 2019-IEEE Conference on Computer Communications, 1063-1071, 2019
412019
Deeprt: A soft real time scheduler for computer vision applications on the edge
Z Yang, K Nahrstedt, H Guo, Q Zhou
2021 IEEE/ACM Symposium on Edge Computing (SEC), 271-284, 2021
272021
BoFL: bayesian optimized local training pace control for energy efficient federated learning
H Guo, H Gu, Z Yang, X Wang, EK Lee, N Chandramoorthy, T Eilam, ...
Proceedings of the 23rd conference on 23rd ACM/IFIP International Middleware …, 2022
222022
Multi-view scheduling of onboard live video analytics to minimize frame processing latency
S Liu, T Wang, H Guo, X Fu, P David, M Wigness, A Misra, T Abdelzaher
2022 IEEE 42nd international conference on distributed computing systems …, 2022
172022
A privacy-preserving data collection and processing framework for third-party UAV services
T Liu, H Guo, C Danilov, K Nahrstedt
2020 IEEE 19th International Conference on Trust, Security and Privacy in …, 2020
102020
Deep contextualized compressive offloading for images
B Chen, Z Yan, H Guo, Z Yang, A Ali-Eldin, P Shenoy, K Nahrstedt
Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems …, 2021
82021
Secure broadcast protocol for unmanned aerial vehicle swarms
H Guo, T Liu, KS Lui, C Danilov, K Nahrstedt
2020 29th International Conference on Computer Communications and Networks …, 2020
82020
DeepStream: Bandwidth efficient multi-camera video streaming for deep learning analytics
H Guo, B Tian, Z Yang, B Chen, Q Zhou, S Liu, K Nahrstedt, C Danilov
arXiv preprint arXiv:2306.15129, 2023
62023
360broadview: Viewer management for viewport prediction in 360-degree video live broadcast
Q Zhou, Z Yang, H Guo, B Tian, K Nahrstedt
Proceedings of the 4th ACM International Conference on Multimedia in Asia, 1-7, 2022
62022
Scaleflow: Efficient deep vision pipeline with closed-loop scale-adaptive inference
Y Leng, R Liu, H Guo, S Chen, S Yao
Proceedings of the 31st ACM International Conference on Multimedia, 1698-1706, 2023
32023
360viewpet: View based pose estimation for ultra-sparse 360-degree cameras
Q Zhou, B Chen, Z Yang, H Guo, K Nahrstedt
2021 IEEE International Symposium on Multimedia (ISM), 1-8, 2021
22021
Squadron: Incentivizing quality-aware mission-driven crowd sensing
H Jin, H Guo, K Nahrstedt
2018 21st International Conference on Information Fusion (FUSION), 2306-2313, 2018
22018
FedCore: Straggler-Free Federated Learning with Distributed Coresets
H Guo, H Gu, X Wang, B Chen, EK Lee, T Eilam, D Chen, K Nahrstedt
ICC 2024-IEEE International Conference on Communications, 280-286, 2024
12024
Vesper: Learning to Manage Uncertainty in Video Streaming
B Chen, M Wu, H Guo, Z Yan, K Nahrstedt
Proceedings of the 15th ACM Multimedia Systems Conference, 166-177, 2024
12024
Resilient data collection in refinery sensor networks under large scale failures
T Liu, H Guo, KS Lui, H Jin, K Nahrstedt
12017
ImmerScope: Multi-view Video Aggregation at Edge towards Immersive Content Services
B Chen, H Guo, M Wu, Z Yang, Z Yan, K Nahrstedt
Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems …, 2024
2024
TraceNet: Segment one thing efficiently
M Wu, Z Liu, H Zheng, H Guo, B Chen, X Lu, K Nahrstedt
arXiv preprint arXiv:2406.14874, 2024
2024
Multi-objective resource optimization for large scale machine learning systems
H Guo
University of Illinois at Urbana-Champaign, 2024
2024
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