Publications

Yuyang Leng, Renyuan Liu, Hongpeng Guo, Songqing Chen, Shuochao Yao (2023). ScaleFlow: Efficient Deep Vision Pipeline with Closed-Loop Scale-Adaptive Inference. In ACM MM 2023.

Hongpeng Guo, Haotian Gu, Zhe Yang, Xiaoyang Wang, Eun Kyung Lee, Nandhini Chandramoorthy, Tamar Eilam, Deming Chen, Klara Nahrstedt (2022). BoFL: Bayesian Optimized Local Training Pace Control for Energy Efficient Federated Learning. In Middleware 2022.

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Shengzhong Liu, Tianshi Wang, Hongpeng Guo, Xinzhe Fu, Philip David, Maggie Wigness, Archan Misra, Tarek Abdelzaher (2022). Multi-View Scheduling of Onboard Live Video Analytics to Minimize Frame Processing Latency. In ICDCS 2022.

Hongpeng Guo, Shuochao Yao, Zhe Yang, Qian Zhou, Klara Nahrstedt (2021). CrossRoI: Cross-camera Region of Interest Optimization for Efficient Real Time Video Analytics at Scale. In MMsys 2021.

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Zhe Yang, Klara Nahrstedt, Hongpeng Guo, Qian Zhou (2021). DeepRT: A Soft Real Time Scheduler for Computer Vision Applications on the Edge. In SEC 2021.

Hongpeng Guo, Tianyuan Liu, King-Shan Lui, Claudiu Danilov, Klara Nahrstedt (2020). Secure Broadcast Protocol for Unmanned Aerial Vehicle Swarms. In ICCCN 2020.

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Haiming Jin, Lu Su, Danyang Chen, Hongpeng Guo, Klara Nahrstedt, Jinhui Xu (2019). Thanos: Incentive Mechanism with Quality Awareness for Mobile Crowd Sensing. In TMC 2019.

Haiming Jin, Hongpeng Guo, Lu Su, Klara Nahrstedt, Xinbing Wang (2019). Dynamic Task Pricing in Multi-Requester Mobile Crowd Sensing with Markov Correlated Equilibrium. In INFOCOM 2019.