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Hongpeng Guo

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2020 – today

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2024
[c16]
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  - conf/icc/GuoGW0LECN24
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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. ICC 2024: 280-286
[c15]
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  - conf/mmsys/0025WGYN24
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Bo Chen, Mingyuan Wu, Hongpeng Guo, Zhisheng Yan, Klara Nahrstedt:
Vesper: Learning to Manage Uncertainty in Video Streaming. MMSys 2024: 166-177
[c14]
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  - conf/sensys/ChenGW0YN24
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Bo Chen, Hongpeng Guo, Mingyuan Wu, Zhe Yang, Zhisheng Yan, Klara Nahrstedt:
ImmerScope: Multi-view Video Aggregation at Edge towards Immersive Content Services. SenSys 2024: 82-96
[i5]
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  - journals/corr/abs-2402-00219
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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 abs/2402.00219 (2024)
[i4]
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  - journals/corr/abs-2406-14874
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Mingyuan Wu, Zichuan Liu, Haozhen Zheng, Hongpeng Guo, Bo Chen, Xin Lu, Klara Nahrstedt:
TraceNet: Segment one thing efficiently. CoRR abs/2406.14874 (2024)
2023
[c13]
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  - conf/mm/LengLGCY23
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Yuyang Leng, Renyuan Liu, Hongpeng Guo, Songqing Chen, Shuochao Yao:
ScaleFlow: Efficient Deep Vision Pipeline with Closed-Loop Scale-Adaptive Inference. ACM Multimedia 2023: 1698-1706
[i3]
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  - journals/corr/abs-2306-15129
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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 abs/2306.15129 (2023)
2022
[c12]
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  - conf/icdcs/LiuWGFDWMA22
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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: 503-514
[c11]
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  - conf/middleware/GuoG0WLCECN22
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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: 188-201
[c10]
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  - conf/mmasia/ZhouYGTN22
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Qian Zhou, Zhe Yang, Hongpeng Guo, Beitong Tian, Klara Nahrstedt:
360BroadView: Viewer Management for Viewport Prediction in 360-Degree Video Live Broadcast. MMAsia 2022: 13:1-13:7
2021
[j2]
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  - journals/nca/GuoGXXS21
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Hongpeng Guo, Cheng Guo, Beichun Xu, Yujie Xia, Fanhui Sun:
MLP neural network-based regional logistics demand prediction. Neural Comput. Appl. 33(9): 3939-3952 (2021)
[c9]
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  - conf/ieeesec/YangNGZ21
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Zhe Yang, Klara Nahrstedt, Hongpeng Guo, Qian Zhou:
DeepRT: A Soft Real Time Scheduler for Computer Vision Applications on the Edge. SEC 2021: 271-284
[c8]
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  - conf/ism/ZhouCYGN21
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Qian Zhou, Bo Chen, Zhe Yang, Hongpeng Guo, Klara Nahrstedt:
360ViewPET: View Based Pose EsTimation for Ultra-Sparse 360-Degree Cameras. ISM 2021: 1-8
[c7]
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  - conf/mmsys/GuoYYZN21
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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: 186-199
[c6]
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  - conf/sensys/ChenYGYASN21
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Bo Chen, Zhisheng Yan, Hongpeng Guo, Zhe Yang, Ahmed Ali-Eldin, Prashant J. Shenoy, Klara Nahrstedt:
Deep Contextualized Compressive Offloading for Images. SenSys 2021: 467-473
[i2]
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  - journals/corr/abs-2105-01803
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Zhe Yang, Klara Nahrstedt, Hongpeng Guo, Qian Zhou:
DeepRT: A Soft Real Time Scheduler for Computer Vision Applications on the Edge. CoRR abs/2105.01803 (2021)
[i1]
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  - journals/corr/abs-2105-06524
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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 abs/2105.06524 (2021)
2020
[c5]
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  - conf/icccn/GuoLLDN20
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Hongpeng Guo, Tianyuan Liu, King-Shan Lui, Claudiu Danilov, Klara Nahrstedt:
Secure Broadcast Protocol for Unmanned Aerial Vehicle Swarms. ICCCN 2020: 1-9
[c4]
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  - conf/trustcom/LiuGDN20
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Tianyuan Liu, Hongpeng Guo, Claudiu Danilov, Klara Nahrstedt:
A Privacy-preserving Data Collection and Processing Framework for Third-party UAV Services. TrustCom 2020: 683-690

2010 – 2019

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2019
[j1]
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  - journals/tmc/JinSCGNX19
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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): 1951-1964 (2019)
[c3]
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  - conf/infocom/JinGSNW19
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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: 1063-1071
2018
[c2]
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  - conf/fusion/JinGN18
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Haiming Jin, Hongpeng Guo, Klara Nahrstedt:
Squadron: Incentivizing Quality-Aware Mission-Driven Crowd Sensing. FUSION 2018: 2306-2313
[c1]
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  - conf/iccnc/GuoLLN18
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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: 231-237

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