Hongpeng Guo

28 papers A* 2A 4B 2C 2Misc 4Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Physics-guided spatiotemporal graph transformer for explainable detection and risk forecasting of mold and condensation in grain storage.
Comput. Electron. Agric.
Xinze Li, Hongpeng Guo, Yanhui Lu, Shandan Wuyun, Siyu Zhu, Yan Xu, Wenfu Wu
2026 J jnl
Research on Simulation and Structural Optimization of Integrated Crop-Livestock Systems in Jilin Province.
Syst.
Yujie Xia, Xiaoyu Lv, Shuang Xu, Hongpeng Guo
2025 J jnl
An interpretable temperature prediction method for grain in storage based on improved temporal Fusion Transformers.
Comput. Electron. Agric.
Xinze Li, Wenfu Wu, Hongpeng Guo, Xinghan Qiao, Yanhui Lu, Yun Wu, Guoran Qiao
2025 J jnl
Global Competitive Dynamics of
SIAM J. Appl. Math.
Bo Zheng, Lijie Chang, Hongpeng Guo, Jianshe Yu
2025 J jnl
Improving Single-round Active Adaptation: A Prediction Variability Perspective.
Trans. Mach. Learn. Res.
Xiaoyang Wang, Yibo Jacky Zhang, Olawale Elijah Salaudeen, Mingyuan Wu, Hongpeng Guo, Chaoyang He, Klara Nahrstedt, Sanmi Koyejo
2024 — conf
FedCore: Straggler-Free Federated Learning with Distributed Coresets.
ICC
Hongpeng Guo, Haotian Gu, Xiaoyang Wang, Bo Chen, Eun Kyung Lee, Tamar Eilam, Deming Chen, Klara Nahrstedt
2024 J jnl
FedCore: Straggler-Free Federated Learning with Distributed Coresets.
CoRR
Hongpeng Guo, Haotian Gu, Xiaoyang Wang, Bo Chen, Eun Kyung Lee, Tamar Eilam, Deming Chen, Klara Nahrstedt
2024 Misc conf
ImmerScope: Multi-view Video Aggregation at Edge towards Immersive Content Services.
SenSys
Bo Chen, Hongpeng Guo, Mingyuan Wu, Zhe Yang, Zhisheng Yan, Klara Nahrstedt
2024 J jnl
TraceNet: Segment one thing efficiently.
CoRR
Mingyuan Wu, Zichuan Liu, Haozhen Zheng, Hongpeng Guo, Bo Chen, Xin Lu, Klara Nahrstedt
2024 A conf
Vesper: Learning to Manage Uncertainty in Video Streaming.
MMSys
Bo Chen, Mingyuan Wu, Hongpeng Guo, Zhisheng Yan, Klara Nahrstedt
2023 J jnl
DeepStream: Bandwidth Efficient Multi-Camera Video Streaming for Deep Learning Analytics.
CoRR
Hongpeng Guo, Beitong Tian, Zhe Yang, Bo Chen, Qian Zhou, Shengzhong Liu, Klara Nahrstedt, Claudiu Danilov
2023 A* conf
ScaleFlow: Efficient Deep Vision Pipeline with Closed-Loop Scale-Adaptive Inference.
ACM Multimedia
Yuyang Leng, Renyuan Liu, Hongpeng Guo, Songqing Chen, Shuochao Yao
2022 — conf
360BroadView: Viewer Management for Viewport Prediction in 360-Degree Video Live Broadcast.
MMAsia
Qian Zhou, Zhe Yang, Hongpeng Guo, Beitong Tian, Klara Nahrstedt
2022 A conf
BoFL: bayesian optimized local training pace control for energy efficient federated learning.
Middleware
Hongpeng Guo, Haotian Gu, Zhe Yang, Xiaoyang Wang, Eun Kyung Lee, Nandhini Chandramoorthy, Tamar Eilam, Deming Chen, Klara Nahrstedt
2022 A conf
Multi-View Scheduling of Onboard Live Video Analytics to Minimize Frame Processing Latency.
ICDCS
Shengzhong Liu, Tianshi Wang, Hongpeng Guo, Xinzhe Fu, Philip David, Maggie B. Wigness, Archan Misra, Tarek F. Abdelzaher
2021 C conf
360ViewPET: View Based Pose EsTimation for Ultra-Sparse 360-Degree Cameras.
ISM
Qian Zhou, Bo Chen, Zhe Yang, Hongpeng Guo, Klara Nahrstedt
2021 J jnl
CrossRoI: Cross-camera Region of Interest Optimization for Efficient Real Time Video Analytics at Scale.
CoRR
Hongpeng Guo, Shuochao Yao, Zhe Yang, Qian Zhou, Klara Nahrstedt
2021 A conf
CrossRoI: cross-camera region of interest optimization for efficient real time video analytics at scale.
MMSys
Hongpeng Guo, Shuochao Yao, Zhe Yang, Qian Zhou, Klara Nahrstedt
2021 Misc conf
Deep Contextualized Compressive Offloading for Images.
SenSys
Bo Chen, Zhisheng Yan, Hongpeng Guo, Zhe Yang, Ahmed Ali-Eldin, Prashant J. Shenoy, Klara Nahrstedt
2021 Misc conf
DeepRT: A Soft Real Time Scheduler for Computer Vision Applications on the Edge.
SEC
Zhe Yang, Klara Nahrstedt, Hongpeng Guo, Qian Zhou
2021 J jnl
DeepRT: A Soft Real Time Scheduler for Computer Vision Applications on the Edge.
CoRR
Zhe Yang, Klara Nahrstedt, Hongpeng Guo, Qian Zhou
2021 J jnl
MLP neural network-based regional logistics demand prediction.
Neural Comput. Appl.
Hongpeng Guo, Cheng Guo, Beichun Xu, Yujie Xia, Fanhui Sun
2020 B conf
A Privacy-preserving Data Collection and Processing Framework for Third-party UAV Services.
TrustCom
Tianyuan Liu, Hongpeng Guo, Claudiu Danilov, Klara Nahrstedt
2020 B conf
Secure Broadcast Protocol for Unmanned Aerial Vehicle Swarms.
ICCCN
Hongpeng Guo, Tianyuan Liu, King-Shan Lui, Claudiu Danilov, Klara Nahrstedt
2019 A* conf
Dynamic Task Pricing in Multi-Requester Mobile Crowd Sensing with Markov Correlated Equilibrium.
INFOCOM
Haiming Jin, Hongpeng Guo, Lu Su, Klara Nahrstedt, Xinbing Wang
2019 J jnl
Thanos: Incentive Mechanism with Quality Awareness for Mobile Crowd Sensing.
IEEE Trans. Mob. Comput.
Haiming Jin, Lu Su, Danyang Chen, Hongpeng Guo, Klara Nahrstedt, Jinhui Xu
2018 Misc conf
Resilient Data Collection Protocol with In-Network Processing for Oil and Gas Refinery Networks.
ICNC
Hongpeng Guo, King-Shan Lui, Tianyuan Liu, Klara Nahrstedt
2018 C conf
Squadron: Incentivizing Quality-Aware Mission-Driven Crowd Sensing.
FUSION
Haiming Jin, Hongpeng Guo, Klara Nahrstedt