Yigong Hu

48 papers A* 7A 6B 6Misc 2Journal 20Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
Agentic LLM-Assisted Edge AI for CPS/IoT Applications.
CogMI
Jinyang Li, Herman Wu, Hongjue Zhao, Tomoyoshi Kimura, Denizhan Kara, Tianshi Wang, Yizhuo Chen, Tianchen Wang, Yigong Hu, Ashitabh Misra, Tarek F. Abdelzaher
2025 J jnl
Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models.
CoRR
Yile Gu, Yifan Xiong, Jonathan Mace, Yuting Jiang, Yigong Hu, Baris Kasikci, Peng Cheng
2025 — conf
CSRAP: Enhanced Canvas Attention Scheduling for Real-Time Mission Critical Perception.
MILCOM
Md. Iftekharul Islam Sakib, Yigong Hu, Tarek F. Abdelzaher
2025 J jnl
CSRAP: Enhanced Canvas Attention Scheduling for Real-Time Mission Critical Perception.
CoRR
Md. Iftekharul Islam Sakib, Yigong Hu, Tarek F. Abdelzaher
2025 B conf
DiffPhys: Differential Physics Augmentations for Enhanced Representations.
ICCCN
Denizhan Kara, Tomoyoshi Kimura, Dachun Sun, Jinyang Li, Yizhuo Chen, Yigong Hu, Hongjue Zhao, Joydeep Bhattacharyya, Tarek F. Abdelzaher
2025 A* conf
DynaGen: Conditional Diffusion Models for Enhancing Acoustic and Seismic-Based Vehicle Detection.
INFOCOM
Tianshi Wang, Jinyang Li, Qikai Yang, Ruijie Wang, Yizhuo Chen, Dachun Sun, Bohan Li, Yigong Hu, Tomoyoshi Kimura, Denizhan Kara, Tarek F. Abdelzaher
2025 J jnl
GWmodelS: a standalone software to train geographically weighted models.
Geo spatial Inf. Sci.
Binbin Lu, Yigong Hu, Dongyang Yang, Yong Liu, Guangyu Ou, Paul Harris, Chris Brunsdon, Alexis J. Comber, Guanpeng Dong
2025 J jnl
Geographical and temporal density regression.
Int. J. Geogr. Inf. Sci.
Binbin Lu, Yigong Hu, Bo Huang
2025 J jnl
Magneton: Optimizing Energy Efficiency of ML Systems via Differential Energy Debugging.
CoRR
Yi Pan, Wenbo Qian, Dedong Xie, Ruiyan Hu, Yigong Hu, Baris Kasikci
2025 A* conf
Mitigating Application Resource Overload with Targeted Task Cancellation.
SOSP
Yigong Hu, Zeyin Zhang, Yicheng Liu, Yile Gu, Shuangyu Lei, Baris Kasikci, Peng Huang
2025 B conf
On Network-Efficient Multimodal Multi-Vantage Foundation Models for Distributed Sensing.
MASS
Tianchen Wang, Yizhuo Chen, Hongjue Zhao, You Lyu, Jinyang Li, Tomoyoshi Kimura, Yigong Hu, Denizhan Kara, Maggie B. Wigness, Jeffrey Twigg, Tarek F. Abdelzaher
2025 J jnl
SAPar: A Surrogate-Assisted DNN Partitioner for Efficient Inferences on Edge TPU Pipelines.
ACM Trans. Embed. Comput. Syst.
Binqi Sun, Bohua Zou, Yigong Hu, Tomasz Kloda, Ling Wang, Tarek F. Abdelzaher, Marco Caccamo
2025 J jnl
SPAR: Self-supervised Placement-Aware Representation Learning for Multi-Node IoT Systems.
CoRR
Yizhuo Chen, Tianchen Wang, You Lyu, Yanlan Hu, Jinyang Li, Tomoyoshi Kimura, Hongjue Zhao, Yigong Hu, Denizhan Kara, Tarek F. Abdelzaher
2025 J jnl
The bottlenecks of AI: challenges for embedded and real-time research in a data-centric age.
Real Time Syst.
Tarek F. Abdelzaher, Yigong Hu, Denizhan Kara, Tomoyoshi Kimura, Ashitabh Misra, Vishakha Ramani, Olivier Tardieu, Tianshi Wang, Maggie B. Wigness, Alaa Youssef
2025 A conf
Timely Classification of Hierarchical Classes.
RTSS
Tarek F. Abdelzaher, Sanjoy Baruah, Alan Burns, Yigong Hu
2025 J jnl
gigiProfiler: Diagnosing Performance Issues by Uncovering Application Resource Bottlenecks.
CoRR
Yigong Hu, Haodong Zheng, Yicheng Liu, Dedong Xie, Youliang Huang, Baris Kasikci
2024 — conf
A Performance Prediction-based DNN Partitioner for Edge TPU Pipelining.
MILCOM
Bohua Zou, Binqi Sun, Yigong Hu, Tomasz Kloda, Marco Caccamo, Tarek F. Abdelzaher
2024 J jnl
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.
Yigong Hu, Richard J. Harris, Richard Timmerman, Binbin Lu
2024 B conf
Acies-OS: A Content-Centric Platform for Edge AI Twinning and Orchestration.
ICCCN
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
2024 A conf
Algorithms for Canvas-Based Attention Scheduling with Resizing.
RTAS
Yigong Hu, Ila Gokarn, Shengzhong Liu, Archan Misra, Tarek F. Abdelzaher
2024 Misc conf
Demonstrating Canvas-based Processing of Multiple Camera Streams at the Edge.
COMSNETS
Ila Gokarn, Hemanth Sabbella, Yigong Hu, Tarek F. Abdelzaher, Archan Misra
2024 A* conf
Fine-grained Control of Generative Data Augmentation in IoT Sensing.
NeurIPS
Tianshi Wang, Qikai Yang, Ruijie Wang, Dachun Sun, Jinyang Li, Yizhuo Chen, Yigong Hu, Chaoqi Yang, Tomoyoshi Kimura, Denizhan Kara, Tarek F. Abdelzaher
2024 A* conf
FreqMAE: Frequency-Aware Masked Autoencoder for Multi-Modal IoT Sensing.
WWW
Denizhan Kara, Tomoyoshi Kimura, Shengzhong Liu, Jinyang Li, Dongxin Liu, Tianshi Wang, Ruijie Wang, Yizhuo Chen, Yigong Hu, Tarek F. Abdelzaher
2024 A conf
JIGSAW: Edge-based Streaming Perception over Spatially Overlapped Multi-Camera Deployments.
ICME
Ila Gokarn, Yigong Hu, Tarek F. Abdelzaher, Archan Misra
2024 J jnl
On the Efficiency and Robustness of Vibration-based Foundation Models for IoT Sensing: A Case Study.
CoRR
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
2023 — conf
A Hierarchical and Geographically Weighted Regression Model and Its Backfitting Maximum Likelihood Estimator (Short Paper).
GIScience
Yigong Hu, Richard J. Harris, Richard Timmerman, Binbin Lu
2023 A conf
Effective Performance Issue Diagnosis with Value-Assisted Cost Profiling.
EuroSys
Lingmei Weng, Yigong Hu, Peng Huang, Jason Nieh, Junfeng Yang
2023 J jnl
GWmodelS: A software for geographically weighted models.
SoftwareX
Binbin Lu, Yigong Hu, Dongyang Yang, Yong Liu, Liuqi Liao, Zuoyao Yin, Tianyang Xia, Zheyi Dong, Paul Harris, Chris Brunsdon, Lex Comber, Guanpeng Dong
2023 J jnl
Generalized self-cueing real-time attention scheduling with intermittent inspection and image resizing.
Real Time Syst.
Shengzhong Liu, Xinzhe Fu, Yigong Hu, Maggie B. Wigness, Philip David, Shuochao Yao, Lui Sha, Tarek F. Abdelzaher
2023 — conf
Introducing a General Framework for Locally Weighted Spatial Modelling Based on Density Regression (Short Paper).
GIScience
Yigong Hu, Binbin Lu, Richard J. Harris, Richard Timmerman
2023 A conf
MOSAIC: Spatially-Multiplexed Edge AI Optimization over Multiple Concurrent Video Sensing Streams.
MMSys
Ila Gokarn, Hemanth Sabbella, Yigong Hu, Tarek F. Abdelzaher, Archan Misra
2023 J jnl
MOSAIC: Spatially-Multiplexed Edge AI Optimization over Multiple Concurrent Video Sensing Streams.
CoRR
Ila Gokarn, Hemanth Sabbella, Yigong Hu, Tarek F. Abdelzaher, Archan Misra
2023 A* conf
Pushing Performance Isolation Boundaries into Application with pBox.
SOSP
Yigong Hu, Gongqi Huang, Peng Huang
2023 Misc conf
Scheduling Classifiers for Real-Time Hazard Perception Considering Functional Uncertainty.
RTNS
Tarek F. Abdelzaher, Sanjoy K. Baruah, Iain Bate, Alan Burns, Robert Ian Davis, Yigong Hu
2023 J jnl
Scheduling IDK classifiers with arbitrary dependences to minimize the expected time to successful classification.
Real Time Syst.
Tarek F. Abdelzaher, Kunal Agrawal, Sanjoy K. Baruah, Alan Burns, Robert I. Davis, Zhishan Guo, Yigong Hu
2023 B conf
Underprovisioned GPUs: On Sufficient Capacity for Real-Time Mission-Critical Perception.
ICCCN
Yigong Hu, Ila Gokarn, Shengzhong Liu, Archan Misra, Tarek F. Abdelzaher
2023 A conf
Work-in-Progress: Algorithms for Canvas-Based Attention Scheduling with Resizing.
RTSS
Yigong Hu, Ila Gokarn, Shengzhong Liu, Archan Misra, Tarek F. Abdelzaher
2022 J jnl
High-performance solutions of geographically weighted regression in R.
Geo spatial Inf. Sci.
Binbin Lu, Yigong Hu, Daisuke Murakami, Chris Brunsdon, Alexis J. Comber, Martin Charlton, Paul Harris
2022 B conf
IoBT-OS: Optimizing the Sensing-to-Decision Loop for the Internet of Battlefield Things.
ICCCN
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
2022 J jnl
Real-time task scheduling with image resizing for criticality-based machine perception.
Real Time Syst.
Yigong Hu, Shengzhong Liu, Tarek F. Abdelzaher, Maggie B. Wigness, Philip David
2021 B conf
On Exploring Image Resizing for Optimizing Criticality-based Machine Perception.
RTCSA
Yigong Hu, Shengzhong Liu, Tarek F. Abdelzaher, Maggie B. Wigness, Philip David
2021 J jnl
SPIDERS+: A light-weight, wireless, and low-cost glasses-based wearable platform for emotion sensing and bio-signal acquisition.
Pervasive Mob. Comput.
Jingping Nie, Yanchen Liu, Yigong Hu, Yuanyuting Wang, Stephen Xia, Matthias Preindl, Xiaofan Jiang
2020 A* conf
Automated Reasoning and Detection of Specious Configuration in Large Systems with Symbolic Execution.
OSDI
Yigong Hu, Gongqi Huang, Peng Huang
2020 J jnl
Automated Reasoning and Detection of Specious Configuration in Large Systems with Symbolic Execution.
CoRR
Yigong Hu, Gongqi Huang, Peng Huang
2020 — conf
Demo Abstract: Wireless Glasses for Non-contact Facial Expression Monitoring.
IPSN
Yigong Hu, Jingping Nie, Yuanyuting Wang, Stephen Xia, Xiaofan Jiang
2020 — conf
SPIDERS: Low-Cost Wireless Glasses for Continuous In-Situ Bio-Signal Acquisition and Emotion Recognition.
IoTDI
Jingping Nie, Yigong Hu, Yuanyuting Wang, Stephen Xia, Xiaofan Jiang
2019 A* conf
A Case for Lease-Based, Utilitarian Resource Management on Mobile Devices.
ASPLOS
Yigong Hu, Suyi Liu, Peng Huang
2019 J jnl
A Hidden Markov Model-Based Map Matching Algorithm for Low Sampling Rate Trajectory Data.
IEEE Access
Yigong Hu, Binbin Lu