Yigong Hu

According to our database, Yigong Hu authored at least 31 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models.

Yile Gu, Yifan Xiong, Jonathan Mace, Yuting Jiang, Yigong Hu, Baris Kasikci, Peng Cheng

CoRR, January, 2025

2024

A backfitting maximum likelihood estimator for hierarchical and geographically weighted regression modelling, with a case study of house prices in Beijing.

Yigong Hu, Richard J. Harris, Richard Timmerman, Binbin Lu

Int. J. Geogr. Inf. Sci., December, 2024

On the Efficiency and Robustness of Vibration-based Foundation Models for IoT Sensing: A Case Study.

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

CoRR, 2024

FreqMAE: Frequency-Aware Masked Autoencoder for Multi-Modal IoT Sensing.

Denizhan Kara, Tomoyoshi Kimura, Shengzhong Liu, Jinyang Li, Dongxin Liu, Tianshi Wang, Ruijie Wang, Yizhuo Chen, Yigong Hu, Tarek F. Abdelzaher

Proceedings of the ACM on Web Conference 2024, 2024

Algorithms for Canvas-Based Attention Scheduling with Resizing.

Yigong Hu, Ila Gokarn, Shengzhong Liu, Archan Misra, Tarek F. Abdelzaher

Proceedings of the 30th IEEE Real-Time and Embedded Technology and Applications Symposium, 2024

Fine-grained Control of Generative Data Augmentation in IoT Sensing.

Tianshi Wang, Qikai Yang, Ruijie Wang, Dachun Sun, Jinyang Li, Yizhuo Chen, Yigong Hu, Chaoqi Yang, Tomoyoshi Kimura, Denizhan Kara, Tarek F. Abdelzaher

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

A Performance Prediction-based DNN Partitioner for Edge TPU Pipelining.

Bohua Zou, Binqi Sun, Yigong Hu, Tomasz Kloda, Marco Caccamo, Tarek F. Abdelzaher

Proceedings of the IEEE Military Communications Conference, 2024

JIGSAW: Edge-based Streaming Perception over Spatially Overlapped Multi-Camera Deployments.

Ila Gokarn, Yigong Hu, Tarek F. Abdelzaher, Archan Misra

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Acies-OS: A Content-Centric Platform for Edge AI Twinning and Orchestration.

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

Proceedings of the 33rd International Conference on Computer Communications and Networks, 2024

Demonstrating Canvas-based Processing of Multiple Camera Streams at the Edge.

Ila Gokarn, Hemanth Sabbella, Yigong Hu, Tarek F. Abdelzaher, Archan Misra

Proceedings of the 16th International Conference on COMmunication Systems & NETworkS, 2024

2023

Scheduling IDK classifiers with arbitrary dependences to minimize the expected time to successful classification.

Tarek F. Abdelzaher, Kunal Agrawal, Sanjoy K. Baruah, Alan Burns, Robert I. Davis, Zhishan Guo, Yigong Hu

Real Time Syst., September, 2023

GWmodelS: A software for geographically weighted models.

Binbin Lu, Yigong Hu, Dongyang Yang, Yong Liu, Liuqi Liao, Zuoyao Yin, Tianyang Xia, Zheyi Dong, Paul Harris, Chris Brunsdon, Lex Comber, Guanpeng Dong

SoftwareX, February, 2023

Generalized self-cueing real-time attention scheduling with intermittent inspection and image resizing.

Shengzhong Liu, Xinzhe Fu, Yigong Hu, Maggie B. Wigness, Philip David, Shuochao Yao, Lui Sha, Tarek F. Abdelzaher

Real Time Syst., 2023

Pushing Performance Isolation Boundaries into Application with pBox.

Yigong Hu, Gongqi Huang, Peng Huang

Proceedings of the 29th Symposium on Operating Systems Principles, 2023

Work-in-Progress: Algorithms for Canvas-Based Attention Scheduling with Resizing.

Yigong Hu, Ila Gokarn, Shengzhong Liu, Archan Misra, Tarek F. Abdelzaher

Proceedings of the IEEE Real-Time Systems Symposium, 2023

Scheduling Classifiers for Real-Time Hazard Perception Considering Functional Uncertainty.

Tarek F. Abdelzaher, Sanjoy K. Baruah, Iain Bate, Alan Burns, Robert Ian Davis, Yigong Hu

Proceedings of the 31st International Conference on Real-Time Networks and Systems, 2023

MOSAIC: Spatially-Multiplexed Edge AI Optimization over Multiple Concurrent Video Sensing Streams.

Ila Gokarn, Hemanth Sabbella, Yigong Hu, Tarek F. Abdelzaher, Archan Misra

Proceedings of the 14th Conference on ACM Multimedia Systems, 2023

Underprovisioned GPUs: On Sufficient Capacity for Real-Time Mission-Critical Perception.

Yigong Hu, Ila Gokarn, Shengzhong Liu, Archan Misra, Tarek F. Abdelzaher

Proceedings of the 32nd International Conference on Computer Communications and Networks, 2023

Introducing a General Framework for Locally Weighted Spatial Modelling Based on Density Regression (Short Paper).

Yigong Hu, Binbin Lu, Richard J. Harris, Richard Timmerman

Proceedings of the 12th International Conference on Geographic Information Science, 2023

A Hierarchical and Geographically Weighted Regression Model and Its Backfitting Maximum Likelihood Estimator (Short Paper).

Yigong Hu, Richard J. Harris, Richard Timmerman, Binbin Lu

Proceedings of the 12th International Conference on Geographic Information Science, 2023

Effective Performance Issue Diagnosis with Value-Assisted Cost Profiling.

Lingmei Weng, Yigong Hu, Peng Huang, Jason Nieh, Junfeng Yang

Proceedings of the Eighteenth European Conference on Computer Systems, 2023

2022

Real-time task scheduling with image resizing for criticality-based machine perception.

Yigong Hu, Shengzhong Liu, Tarek F. Abdelzaher, Maggie B. Wigness, Philip David

Real Time Syst., 2022

High-performance solutions of geographically weighted regression in R.

Binbin Lu, Yigong Hu, Daisuke Murakami, Chris Brunsdon, Alexis J. Comber, Martin Charlton, Paul Harris

Geo spatial Inf. Sci., 2022

IoBT-OS: Optimizing the Sensing-to-Decision Loop for the Internet of Battlefield Things.

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

Proceedings of the 31st International Conference on Computer Communications and Networks, 2022

2021

SPIDERS+: A light-weight, wireless, and low-cost glasses-based wearable platform for emotion sensing and bio-signal acquisition.

Jingping Nie, Yanchen Liu, Yigong Hu, Yuanyuting Wang, Stephen Xia, Matthias Preindl, Xiaofan Jiang

Pervasive Mob. Comput., 2021

On Exploring Image Resizing for Optimizing Criticality-based Machine Perception.

Yigong Hu, Shengzhong Liu, Tarek F. Abdelzaher, Maggie B. Wigness, Philip David

Proceedings of the 27th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2021

2020

Automated Reasoning and Detection of Specious Configuration in Large Systems with Symbolic Execution.

Yigong Hu, Gongqi Huang, Peng Huang

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

Demo Abstract: Wireless Glasses for Non-contact Facial Expression Monitoring.

Yigong Hu, Jingping Nie, Yuanyuting Wang, Stephen Xia, Xiaofan Jiang

Proceedings of the 19th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2020

SPIDERS: Low-Cost Wireless Glasses for Continuous In-Situ Bio-Signal Acquisition and Emotion Recognition.

Jingping Nie, Yigong Hu, Yuanyuting Wang, Stephen Xia, Xiaofan Jiang

Proceedings of the Fifth IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2020

2019

A Hidden Markov Model-Based Map Matching Algorithm for Low Sampling Rate Trajectory Data.

Yigong Hu, Binbin Lu

IEEE Access, 2019

A Case for Lease-Based, Utilitarian Resource Management on Mobile Devices.

Yigong Hu, Suyi Liu, Peng Huang

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019