Hongpeng Guo

According to our database, Hongpeng Guo authored at least 18 papers between 2018 and 2024.

Collaborative distances:

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

2024

FedCore: Straggler-Free Federated Learning with Distributed Coresets.

Hongpeng Guo, Haotian Gu, Xiaoyang Wang, Bo Chen, Eun Kyung Lee, Tamar Eilam, Deming Chen, Klara Nahrstedt

CoRR, 2024

Vesper: Learning to Manage Uncertainty in Video Streaming.

Bo Chen, Mingyuan Wu, Hongpeng Guo, Zhisheng Yan, Klara Nahrstedt

Proceedings of the 15th ACM Multimedia Systems Conference, 2024

2023

DeepStream: Bandwidth Efficient Multi-Camera Video Streaming for Deep Learning Analytics.

Hongpeng Guo, Beitong Tian, Zhe Yang, Bo Chen, Qian Zhou, Shengzhong Liu, Klara Nahrstedt, Claudiu Danilov

CoRR, 2023

ScaleFlow: Efficient Deep Vision Pipeline with Closed-Loop Scale-Adaptive Inference.

Yuyang Leng, Renyuan Liu, Hongpeng Guo, Songqing Chen, Shuochao Yao

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022

360BroadView: Viewer Management for Viewport Prediction in 360-Degree Video Live Broadcast.

Qian Zhou, Zhe Yang, Hongpeng Guo, Beitong Tian, Klara Nahrstedt

Proceedings of the 4th ACM International Conference on Multimedia in Asia, 2022

BoFL: bayesian optimized local training pace control for energy efficient federated learning.

Hongpeng Guo, Haotian Gu, Zhe Yang, Xiaoyang Wang, Eun Kyung Lee, Nandhini Chandramoorthy, Tamar Eilam, Deming Chen, Klara Nahrstedt

Proceedings of the Middleware '22: 23rd International Middleware Conference, Quebec, QC, Canada, November 7, 2022

Multi-View Scheduling of Onboard Live Video Analytics to Minimize Frame Processing Latency.

Shengzhong Liu, Tianshi Wang, Hongpeng Guo, Xinzhe Fu, Philip David, Maggie B. Wigness, Archan Misra, Tarek F. Abdelzaher

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

2021

MLP neural network-based regional logistics demand prediction.

Hongpeng Guo, Cheng Guo, Beichun Xu, Yujie Xia, Fanhui Sun

Neural Comput. Appl., 2021

Deep Contextualized Compressive Offloading for Images.

Bo Chen, Zhisheng Yan, Hongpeng Guo, Zhe Yang, Ahmed Ali-Eldin, Prashant J. Shenoy, Klara Nahrstedt

Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

CrossRoI: cross-camera region of interest optimization for efficient real time video analytics at scale.

Hongpeng Guo, Shuochao Yao, Zhe Yang, Qian Zhou, Klara Nahrstedt

Proceedings of the MMSys '21: 12th ACM Multimedia Systems Conference, Istanbul, Turkey, 28 September 2021, 2021

360ViewPET: View Based Pose EsTimation for Ultra-Sparse 360-Degree Cameras.

Qian Zhou, Bo Chen, Zhe Yang, Hongpeng Guo, Klara Nahrstedt

Proceedings of the IEEE International Symposium on Multimedia, 2021

DeepRT: A Soft Real Time Scheduler for Computer Vision Applications on the Edge.

Zhe Yang, Klara Nahrstedt, Hongpeng Guo, Qian Zhou

Proceedings of the 6th IEEE/ACM Symposium on Edge Computing, 2021

2020

A Privacy-preserving Data Collection and Processing Framework for Third-party UAV Services.

Tianyuan Liu, Hongpeng Guo, Claudiu Danilov, Klara Nahrstedt

Proceedings of the 19th IEEE International Conference on Trust, 2020

Secure Broadcast Protocol for Unmanned Aerial Vehicle Swarms.

Hongpeng Guo, Tianyuan Liu, King-Shan Lui, Claudiu Danilov, Klara Nahrstedt

Proceedings of the 29th International Conference on Computer Communications and Networks, 2020

2019

Thanos: Incentive Mechanism with Quality Awareness for Mobile Crowd Sensing.

Haiming Jin, Lu Su, Danyang Chen, Hongpeng Guo, Klara Nahrstedt, Jinhui Xu

IEEE Trans. Mob. Comput., 2019

Dynamic Task Pricing in Multi-Requester Mobile Crowd Sensing with Markov Correlated Equilibrium.

Haiming Jin, Hongpeng Guo, Lu Su, Klara Nahrstedt, Xinbing Wang

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

2018

Resilient Data Collection Protocol with In-Network Processing for Oil and Gas Refinery Networks.

Hongpeng Guo, King-Shan Lui, Tianyuan Liu, Klara Nahrstedt

Proceedings of the 2018 International Conference on Computing, 2018

Squadron: Incentivizing Quality-Aware Mission-Driven Crowd Sensing.

Haiming Jin, Hongpeng Guo, Klara Nahrstedt

Proceedings of the 21st International Conference on Information Fusion, 2018