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Hongpeng Guo
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 19
Top Topics
Real Time
Quality Aware
Video Analytics
Multi Layered Perceptron
Top Venues
CoRR
MMSys
ICDCS
ACM Multimedia
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Publications
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Hongpeng Guo
,
Haotian Gu
,
Xiaoyang Wang
,
Bo Chen
,
Eun Kyung Lee
,
Tamar Eilam
,
Deming Chen
,
Klara Nahrstedt
FedCore: Straggler-Free Federated Learning with Distributed Coresets.
CoRR
(2024)
Hongpeng Guo
,
Beitong Tian
,
Zhe Yang
,
Bo Chen
,
Qian Zhou
,
Shengzhong Liu
,
Klara Nahrstedt
,
Claudiu Danilov
DeepStream: Bandwidth Efficient Multi-Camera Video Streaming for Deep Learning Analytics.
CoRR
(2023)
Yuyang Leng
,
Renyuan Liu
,
Hongpeng Guo
,
Songqing Chen
,
Shuochao Yao
ScaleFlow: Efficient Deep Vision Pipeline with Closed-Loop Scale-Adaptive Inference.
ACM Multimedia
(2023)
Shengzhong Liu
,
Tianshi Wang
,
Hongpeng Guo
,
Xinzhe Fu
,
Philip David
,
Maggie B. Wigness
,
Archan Misra
,
Tarek F. Abdelzaher
Multi-View Scheduling of Onboard Live Video Analytics to Minimize Frame Processing Latency.
ICDCS
(2022)
Hongpeng Guo
,
Haotian Gu
,
Zhe Yang
,
Xiaoyang Wang
,
Eun Kyung Lee
,
Nandhini Chandramoorthy
,
Tamar Eilam
,
Deming Chen
,
Klara Nahrstedt
BoFL: bayesian optimized local training pace control for energy efficient federated learning.
Middleware
(2022)
Qian Zhou
,
Zhe Yang
,
Hongpeng Guo
,
Beitong Tian
,
Klara Nahrstedt
360BroadView: Viewer Management for Viewport Prediction in 360-Degree Video Live Broadcast.
MMAsia
(2022)
Bo Chen
,
Zhisheng Yan
,
Hongpeng Guo
,
Zhe Yang
,
Ahmed Ali-Eldin
,
Prashant J. Shenoy
,
Klara Nahrstedt
Deep Contextualized Compressive Offloading for Images.
SenSys
(2021)
Zhe Yang
,
Klara Nahrstedt
,
Hongpeng Guo
,
Qian Zhou
DeepRT: A Soft Real Time Scheduler for Computer Vision Applications on the Edge.
CoRR
(2021)
Hongpeng Guo
,
Shuochao Yao
,
Zhe Yang
,
Qian Zhou
,
Klara Nahrstedt
CrossRoI: cross-camera region of interest optimization for efficient real time video analytics at scale.
MMSys
(2021)
Qian Zhou
,
Bo Chen
,
Zhe Yang
,
Hongpeng Guo
,
Klara Nahrstedt
360ViewPET: View Based Pose EsTimation for Ultra-Sparse 360-Degree Cameras.
ISM
(2021)
Zhe Yang
,
Klara Nahrstedt
,
Hongpeng Guo
,
Qian Zhou
DeepRT: A Soft Real Time Scheduler for Computer Vision Applications on the Edge.
SEC
(2021)
Hongpeng Guo
,
Cheng Guo
,
Beichun Xu
,
Yujie Xia
,
Fanhui Sun
MLP neural network-based regional logistics demand prediction.
Neural Comput. Appl.
33 (9) (2021)
Hongpeng Guo
,
Shuochao Yao
,
Zhe Yang
,
Qian Zhou
,
Klara Nahrstedt
CrossRoI: Cross-camera Region of Interest Optimization for Efficient Real Time Video Analytics at Scale.
CoRR
(2021)
Tianyuan Liu
,
Hongpeng Guo
,
Claudiu Danilov
,
Klara Nahrstedt
A Privacy-preserving Data Collection and Processing Framework for Third-party UAV Services.
TrustCom
(2020)
Hongpeng Guo
,
Tianyuan Liu
,
King-Shan Lui
,
Claudiu Danilov
,
Klara Nahrstedt
Secure Broadcast Protocol for Unmanned Aerial Vehicle Swarms.
ICCCN
(2020)
Haiming Jin
,
Hongpeng Guo
,
Lu Su
,
Klara Nahrstedt
,
Xinbing Wang
Dynamic Task Pricing in Multi-Requester Mobile Crowd Sensing with Markov Correlated Equilibrium.
INFOCOM
(2019)
Haiming Jin
,
Lu Su
,
Danyang Chen
,
Hongpeng Guo
,
Klara Nahrstedt
,
Jinhui Xu
Thanos: Incentive Mechanism with Quality Awareness for Mobile Crowd Sensing.
IEEE Trans. Mob. Comput.
18 (8) (2019)
Hongpeng Guo
,
King-Shan Lui
,
Tianyuan Liu
,
Klara Nahrstedt
Resilient Data Collection Protocol with In-Network Processing for Oil and Gas Refinery Networks.
ICNC
(2018)
Haiming Jin
,
Hongpeng Guo
,
Klara Nahrstedt
Squadron: Incentivizing Quality-Aware Mission-Driven Crowd Sensing.
FUSION
(2018)