Hongpeng Guo

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Video Analytics

Logistics Demand

Top Venues

Publications

Bo Chen, Mingyuan Wu, Hongpeng Guo, Zhisheng Yan, Klara Nahrstedt
Vesper: Learning to Manage Uncertainty in Video Streaming. MMSys (2024)
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)
Mingyuan Wu, Zichuan Liu, Haozhen Zheng, Hongpeng Guo, Bo Chen, Xin Lu, Klara Nahrstedt
TraceNet: Segment one thing efficiently. 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)