Hongpeng Guo

Orcid: 0000-0002-2714-7550

According to our database1, Hongpeng Guo authored at least 19 papers between 2018 and 2024.

Collaborative distances:



In proceedings 
PhD thesis 


On csauthors.net:


TraceNet: Segment one thing efficiently.
CoRR, 2024

FedCore: Straggler-Free Federated Learning with Distributed Coresets.
CoRR, 2024

Vesper: Learning to Manage Uncertainty in Video Streaming.
Proceedings of the 15th ACM Multimedia Systems Conference, 2024

DeepStream: Bandwidth Efficient Multi-Camera Video Streaming for Deep Learning Analytics.
CoRR, 2023

ScaleFlow: Efficient Deep Vision Pipeline with Closed-Loop Scale-Adaptive Inference.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

360BroadView: Viewer Management for Viewport Prediction in 360-Degree Video Live Broadcast.
Proceedings of the 4th ACM International Conference on Multimedia in Asia, 2022

BoFL: bayesian optimized local training pace control for energy efficient federated learning.
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.
Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

MLP neural network-based regional logistics demand prediction.
Neural Comput. Appl., 2021

Deep Contextualized Compressive Offloading for Images.
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.
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.
Proceedings of the IEEE International Symposium on Multimedia, 2021

DeepRT: A Soft Real Time Scheduler for Computer Vision Applications on the Edge.
Proceedings of the 6th IEEE/ACM Symposium on Edge Computing, 2021

A Privacy-preserving Data Collection and Processing Framework for Third-party UAV Services.
Proceedings of the 19th IEEE International Conference on Trust, 2020

Secure Broadcast Protocol for Unmanned Aerial Vehicle Swarms.
Proceedings of the 29th International Conference on Computer Communications and Networks, 2020

Thanos: Incentive Mechanism with Quality Awareness for Mobile Crowd Sensing.
IEEE Trans. Mob. Comput., 2019

Dynamic Task Pricing in Multi-Requester Mobile Crowd Sensing with Markov Correlated Equilibrium.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Resilient Data Collection Protocol with In-Network Processing for Oil and Gas Refinery Networks.
Proceedings of the 2018 International Conference on Computing, 2018

Squadron: Incentivizing Quality-Aware Mission-Driven Crowd Sensing.
Proceedings of the 21st International Conference on Information Fusion, 2018