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Yigong Hu
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2020 – today
- 2024
- [j8]Yigong Hu, Richard J. Harris, Richard Timmerman, Binbin Lu:
A backfitting maximum likelihood estimator for hierarchical and geographically weighted regression modelling, with a case study of house prices in Beijing. Int. J. Geogr. Inf. Sci. 38(12): 2458-2491 (2024) - [c19]Ila Gokarn, Hemanth Sabbella, Yigong Hu, Tarek F. Abdelzaher, Archan Misra:
Demonstrating Canvas-based Processing of Multiple Camera Streams at the Edge. COMSNETS 2024: 297-299 - [c18]Jinyang Li, Yizhuo Chen, Tomoyoshi Kimura, Tianshi Wang, Ruijie Wang, Denizhan Kara, Yigong Hu, Li Wu, Walid A. Hanafy, Abel Souza, Prashant J. Shenoy, Maggie B. Wigness, Joydeep Bhattacharyya, Jae Kim, Guijun Wang, Greg Kimberly, Josh D. Eckhardt, Denis Osipychev, Tarek F. Abdelzaher:
Acies-OS: A Content-Centric Platform for Edge AI Twinning and Orchestration. ICCCN 2024: 1-9 - [c17]Ila Gokarn, Yigong Hu, Tarek F. Abdelzaher, Archan Misra:
JIGSAW: Edge-based Streaming Perception over Spatially Overlapped Multi-Camera Deployments. ICME 2024: 1-6 - [c16]Yigong Hu, Ila Gokarn, Shengzhong Liu, Archan Misra, Tarek F. Abdelzaher:
Algorithms for Canvas-Based Attention Scheduling with Resizing. RTAS 2024: 348-359 - [c15]Denizhan Kara, Tomoyoshi Kimura, Shengzhong Liu, Jinyang Li, Dongxin Liu, Tianshi Wang, Ruijie Wang, Yizhuo Chen, Yigong Hu, Tarek F. Abdelzaher:
FreqMAE: Frequency-Aware Masked Autoencoder for Multi-Modal IoT Sensing. WWW 2024: 2795-2806 - [i3]Tomoyoshi Kimura, Jinyang Li, Tianshi Wang, Denizhan Kara, Yizhuo Chen, Yigong Hu, Ruijie Wang, Maggie B. Wigness, Shengzhong Liu, Mani Srivastava, Suhas N. Diggavi, Tarek F. Abdelzaher:
On the Efficiency and Robustness of Vibration-based Foundation Models for IoT Sensing: A Case Study. CoRR abs/2404.02461 (2024) - 2023
- [j7]Shengzhong Liu, Xinzhe Fu, Yigong Hu, Maggie B. Wigness, Philip David, Shuochao Yao, Lui Sha, Tarek F. Abdelzaher:
Generalized self-cueing real-time attention scheduling with intermittent inspection and image resizing. Real Time Syst. 59(2): 302-343 (2023) - [j6]Tarek F. Abdelzaher, Kunal Agrawal, Sanjoy K. Baruah, Alan Burns, Robert I. Davis, Zhishan Guo, Yigong Hu:
Scheduling IDK classifiers with arbitrary dependences to minimize the expected time to successful classification. Real Time Syst. 59(3): 348-407 (2023) - [j5]Binbin Lu, Yigong Hu, Dongyang Yang, Yong Liu, Liuqi Liao, Zuoyao Yin, Tianyang Xia, Zheyi Dong, Paul Harris, Chris Brunsdon, Lex Comber, Guanpeng Dong:
GWmodelS: A software for geographically weighted models. SoftwareX 21: 101291 (2023) - [c14]Lingmei Weng, Yigong Hu, Peng Huang, Jason Nieh, Junfeng Yang:
Effective Performance Issue Diagnosis with Value-Assisted Cost Profiling. EuroSys 2023: 1-17 - [c13]Yigong Hu, Richard J. Harris, Richard Timmerman, Binbin Lu:
A Hierarchical and Geographically Weighted Regression Model and Its Backfitting Maximum Likelihood Estimator (Short Paper). GIScience 2023: 39:1-39:6 - [c12]Yigong Hu, Binbin Lu, Richard J. Harris, Richard Timmerman:
Introducing a General Framework for Locally Weighted Spatial Modelling Based on Density Regression (Short Paper). GIScience 2023: 40:1-40:7 - [c11]Yigong Hu, Ila Gokarn, Shengzhong Liu, Archan Misra, Tarek F. Abdelzaher:
Underprovisioned GPUs: On Sufficient Capacity for Real-Time Mission-Critical Perception. ICCCN 2023: 1-10 - [c10]Ila Gokarn, Hemanth Sabbella, Yigong Hu, Tarek F. Abdelzaher, Archan Misra:
MOSAIC: Spatially-Multiplexed Edge AI Optimization over Multiple Concurrent Video Sensing Streams. MMSys 2023: 278-288 - [c9]Tarek F. Abdelzaher, Sanjoy K. Baruah, Iain Bate, Alan Burns, Robert Ian Davis, Yigong Hu:
Scheduling Classifiers for Real-Time Hazard Perception Considering Functional Uncertainty. RTNS 2023: 143-154 - [c8]Yigong Hu, Ila Gokarn, Shengzhong Liu, Archan Misra, Tarek F. Abdelzaher:
Work-in-Progress: Algorithms for Canvas-Based Attention Scheduling with Resizing. RTSS 2023: 435-438 - [c7]Yigong Hu, Gongqi Huang, Peng Huang:
Pushing Performance Isolation Boundaries into Application with pBox. SOSP 2023: 247-263 - [i2]Ila Gokarn, Hemanth Sabbella, Yigong Hu, Tarek F. Abdelzaher, Archan Misra:
MOSAIC: Spatially-Multiplexed Edge AI Optimization over Multiple Concurrent Video Sensing Streams. CoRR abs/2305.03222 (2023) - 2022
- [j4]Binbin Lu, Yigong Hu, Daisuke Murakami, Chris Brunsdon, Alexis J. Comber, Martin Charlton, Paul Harris:
High-performance solutions of geographically weighted regression in R. Geo spatial Inf. Sci. 25(4): 536-549 (2022) - [j3]Yigong Hu, Shengzhong Liu, Tarek F. Abdelzaher, Maggie B. Wigness, Philip David:
Real-time task scheduling with image resizing for criticality-based machine perception. Real Time Syst. 58(4): 430-455 (2022) - [c6]Dongxin Liu, Tarek F. Abdelzaher, Tianshi Wang, Yigong Hu, Jinyang Li, Shengzhong Liu, Matthew Caesar, Deepti Kalasapura, Joydeep Bhattacharyya, Nassy Srour, Jae Kim, Guijun Wang, Greg Kimberly, Shouchao Yao:
IoBT-OS: Optimizing the Sensing-to-Decision Loop for the Internet of Battlefield Things. ICCCN 2022: 1-10 - 2021
- [j2]Jingping Nie, Yanchen Liu, Yigong Hu, Yuanyuting Wang, Stephen Xia, Matthias Preindl, Xiaofan Jiang:
SPIDERS+: A light-weight, wireless, and low-cost glasses-based wearable platform for emotion sensing and bio-signal acquisition. Pervasive Mob. Comput. 75: 101424 (2021) - [c5]Yigong Hu, Shengzhong Liu, Tarek F. Abdelzaher, Maggie B. Wigness, Philip David:
On Exploring Image Resizing for Optimizing Criticality-based Machine Perception. RTCSA 2021: 169-178 - 2020
- [c4]Jingping Nie, Yigong Hu, Yuanyuting Wang, Stephen Xia, Xiaofan Jiang:
SPIDERS: Low-Cost Wireless Glasses for Continuous In-Situ Bio-Signal Acquisition and Emotion Recognition. IoTDI 2020: 27-39 - [c3]Yigong Hu, Jingping Nie, Yuanyuting Wang, Stephen Xia, Xiaofan Jiang:
Demo Abstract: Wireless Glasses for Non-contact Facial Expression Monitoring. IPSN 2020: 367-368 - [c2]Yigong Hu, Gongqi Huang, Peng Huang:
Automated Reasoning and Detection of Specious Configuration in Large Systems with Symbolic Execution. OSDI 2020: 719-734 - [i1]Yigong Hu, Gongqi Huang, Peng Huang:
Automated Reasoning and Detection of Specious Configuration in Large Systems with Symbolic Execution. CoRR abs/2010.06356 (2020)
2010 – 2019
- 2019
- [j1]Yigong Hu, Binbin Lu:
A Hidden Markov Model-Based Map Matching Algorithm for Low Sampling Rate Trajectory Data. IEEE Access 7: 178235-178245 (2019) - [c1]Yigong Hu, Suyi Liu, Peng Huang:
A Case for Lease-Based, Utilitarian Resource Management on Mobile Devices. ASPLOS 2019: 301-315
Coauthor Index
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