Hongpeng Guo
University of Illinois at Urbana-Champaign
H-index: 6
North America-United States
Top articles of Hongpeng Guo
Vesper: Learning to Manage Uncertainty in Video Streaming
2024/4/15
FedCore: Straggler-Free Federated Learning with Distributed Coresets
arXiv preprint arXiv:2402.00219
2024/1/31
ScaleFlow: Efficient Deep Vision Pipeline with Closed-Loop Scale-Adaptive Inference
2023/10/26
DeepStream: Bandwidth efficient multi-camera video streaming for deep learning analytics
arXiv preprint arXiv:2306.15129
2023/6/27
360broadview: Viewer management for viewport prediction in 360-degree video live broadcast
2022/12/13
BoFL: bayesian optimized local training pace control for energy efficient federated learning
2022/11/7
Multi-view scheduling of onboard live video analytics to minimize frame processing latency
42nd IEEE International Conference on Distributed Computing Systems (ICDCS)
2022
Deeprt: A soft real time scheduler for computer vision applications on the edge
2021/12/14
360viewpet: View based pose estimation for ultra-sparse 360-degree cameras
2021/11/29
Qian Zhou
H-Index: 5
Bo Chen
H-Index: 1
Zhe Yang
H-Index: 6
Hongpeng Guo
H-Index: 2
Klara Nahrstedt
H-Index: 38
Deep contextualized compressive offloading for images
2021/11/15
CrossRoI: Cross-camera Region of Interest Optimization for Efficient Real Time Video Analytics at Scale
2021/7/15
Hongpeng Guo
H-Index: 2
Shuochao Yao
H-Index: 16
Zhe Yang
H-Index: 6
Qian Zhou
H-Index: 5
Klara Nahrstedt
H-Index: 38
A privacy-preserving data collection and processing framework for third-party UAV services
2020/12/29
Hongpeng Guo
H-Index: 2
Klara Nahrstedt
H-Index: 38
Secure broadcast protocol for unmanned aerial vehicle swarms
2020/8/3
Hongpeng Guo
H-Index: 2
Klara Nahrstedt
H-Index: 38
Co-Authors
