A Case for Lease-Based, Utilitarian Resource Management on Mobile Devices. - Yigong Hu; Suyi Liu; Peng Huang 005 (ASPLOS, 2019)

A Hidden Markov Model-Based Map Matching Algorithm for Low Sampling Rate Trajectory Data. - Yigong Hu; Binbin Lu (IEEE Access, 2019)

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 001 (IoTDI, 2020)

Demo Abstract: Wireless Glasses for Non-contact Facial Expression Monitoring. - Yigong Hu; Jingping Nie; Yuanyuting Wang; Stephen Xia; Xiaofan Jiang 001 (IPSN, 2020)

Automated Reasoning and Detection of Specious Configuration in Large Systems with Symbolic Execution. - Yigong Hu; Gongqi Huang; Peng Huang 005 (OSDI, 2020)

On Exploring Image Resizing for Optimizing Criticality-based Machine Perception. - Yigong Hu; Shengzhong Liu; Tarek F. Abdelzaher; Maggie B. Wigness; Philip David (RTCSA, 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 001 (Pervasive Mob. Comput., 2021)

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 004; Shengzhong Liu; Matthew Caesar 001; Deepti Kalasapura; Joydeep Bhattacharyya; Nassy Srour; Jae Kim; Guijun Wang; et al. (ICCCN, 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 002 (Geo spatial Inf. Sci., 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)

Effective Performance Issue Diagnosis with Value-Assisted Cost Profiling. - Lingmei Weng; Yigong Hu; Peng Huang 005; Jason Nieh; Junfeng Yang (EuroSys, 2023)

A Hierarchical and Geographically Weighted Regression Model and Its Backfitting Maximum Likelihood Estimator (Short Paper). - Yigong Hu; Richard J. Harris 004; Richard Timmerman; Binbin Lu (GIScience, 2023)

Introducing a General Framework for Locally Weighted Spatial Modelling Based on Density Regression (Short Paper). - Yigong Hu; Binbin Lu; Richard J. Harris 004; Richard Timmerman (GIScience, 2023)

Underprovisioned GPUs: On Sufficient Capacity for Real-Time Mission-Critical Perception. - Yigong Hu; Ila Gokarn; Shengzhong Liu; Archan Misra; Tarek F. Abdelzaher (ICCCN, 2023)

MOSAIC: Spatially-Multiplexed Edge AI Optimization over Multiple Concurrent Video Sensing Streams. - Ila Gokarn; Hemanth Sabbella; Yigong Hu; Tarek F. Abdelzaher; Archan Misra (MMSys, 2023)

Scheduling Classifiers for Real-Time Hazard Perception Considering Functional Uncertainty. - Tarek F. Abdelzaher; Sanjoy K. Baruah; Iain Bate; Alan Burns 001; Robert Ian Davis; Yigong Hu (RTNS, 2023)

Work-in-Progress: Algorithms for Canvas-Based Attention Scheduling with Resizing. - Yigong Hu; Ila Gokarn; Shengzhong Liu; Archan Misra; Tarek F. Abdelzaher (RTSS, 2023)

Pushing Performance Isolation Boundaries into Application with pBox. - Yigong Hu; Gongqi Huang; Peng Huang 005 (SOSP, 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)

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 002; Chris Brunsdon; Lex Comber; Guanpeng Dong (SoftwareX, 2023)

Scheduling IDK classifiers with arbitrary dependences to minimize the expected time to successful classification. - Tarek F. Abdelzaher; Kunal Agrawal 001; Sanjoy K. Baruah; Alan Burns 001; Robert I. Davis 001; Zhishan Guo; Yigong Hu (Real Time Syst., 2023)

Demonstrating Canvas-based Processing of Multiple Camera Streams at the Edge. - Ila Gokarn; Hemanth Sabbella; Yigong Hu; Tarek F. Abdelzaher; Archan Misra (COMSNETS, 2024)

Acies-OS: A Content-Centric Platform for Edge AI Twinning and Orchestration. - Jinyang Li 004; Yizhuo Chen; Tomoyoshi Kimura; Tianshi Wang; Ruijie Wang 004; Denizhan Kara; Yigong Hu; Li Wu; Walid A. Hanafy; Abel Souza; Prashant J. Shenoy; Maggie B. Wigness; et al. (ICCCN, 2024)

JIGSAW: Edge-based Streaming Perception over Spatially Overlapped Multi-Camera Deployments. - Ila Gokarn; Yigong Hu; Tarek F. Abdelzaher; Archan Misra (ICME, 2024)

A Performance Prediction-based DNN Partitioner for Edge TPU Pipelining. - Bohua Zou; Binqi Sun; Yigong Hu; Tomasz Kloda; Marco Caccamo; Tarek F. Abdelzaher (MILCOM, 2024)

Fine-grained Control of Generative Data Augmentation in IoT Sensing. - Tianshi Wang; Qikai Yang; Ruijie Wang 004; Dachun Sun; Jinyang Li 004; Yizhuo Chen; Yigong Hu; Chaoqi Yang; Tomoyoshi Kimura; Denizhan Kara; Tarek F. Abdelzaher (NeurIPS, 2024)

Algorithms for Canvas-Based Attention Scheduling with Resizing. - Yigong Hu; Ila Gokarn; Shengzhong Liu; Archan Misra; Tarek F. Abdelzaher (RTAS, 2024)

FreqMAE: Frequency-Aware Masked Autoencoder for Multi-Modal IoT Sensing. - Denizhan Kara; Tomoyoshi Kimura; Shengzhong Liu; Jinyang Li 004; Dongxin Liu; Tianshi Wang; Ruijie Wang 004; Yizhuo Chen; Yigong Hu; Tarek F. Abdelzaher (WWW, 2024)

On the Efficiency and Robustness of Vibration-based Foundation Models for IoT Sensing: A Case Study. - Tomoyoshi Kimura; Jinyang Li 004; Tianshi Wang; Denizhan Kara; Yizhuo Chen; Yigong Hu; Ruijie Wang 004; Maggie B. Wigness; Shengzhong Liu; Mani Srivastava 001; Suhas N. Diggavi; Tarek F. Abdelzaher (CoRR, 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 004; Richard Timmerman; Binbin Lu (Int. J. Geogr. Inf. Sci., 2024)

DiffPhys: Differential Physics Augmentations for Enhanced Representations. - Denizhan Kara; Tomoyoshi Kimura; Dachun Sun; Jinyang Li 004; Yizhuo Chen; Yigong Hu; Hongjue Zhao; Joydeep Bhattacharyya; Tarek F. Abdelzaher (ICCCN, 2025)

DynaGen: Conditional Diffusion Models for Enhancing Acoustic and Seismic-Based Vehicle Detection. - Tianshi Wang; Jinyang Li 004; Qikai Yang; Ruijie Wang 004; Yizhuo Chen; Dachun Sun; Bohan Li; Yigong Hu; Tomoyoshi Kimura; Denizhan Kara; Tarek F. Abdelzaher (INFOCOM, 2025)

Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models. - Yile Gu; Yifan Xiong 001; Jonathan Mace; Yuting Jiang; Yigong Hu; Baris Kasikci; Peng Cheng 005 (CoRR, 2025)

GWmodelS: a standalone software to train geographically weighted models. - Binbin Lu; Yigong Hu; Dongyang Yang; Yong Liu; Guangyu Ou; Paul Harris 002; Chris Brunsdon; Alexis J. Comber; Guanpeng Dong (Geo spatial Inf. Sci., 2025)

SPAR: Self-supervised Placement-Aware Representation Learning for Multi-Node IoT Systems. - Yizhuo Chen; Tianchen Wang; You Lyu; Yanlan Hu; Jinyang Li 004; Tomoyoshi Kimura; Hongjue Zhao; Yigong Hu; Denizhan Kara; Tarek F. Abdelzaher (CoRR, 2025)

The bottlenecks of AI: challenges for embedded and real-time research in a data-centric age. - Tarek F. Abdelzaher; Yigong Hu; Denizhan Kara; Tomoyoshi Kimura; Ashitabh Misra; Vishakha Ramani; Olivier Tardieu; Tianshi Wang; Maggie B. Wigness; Alaa Youssef (Real Time Syst., 2025)

gigiProfiler: Diagnosing Performance Issues by Uncovering Application Resource Bottlenecks. - Yigong Hu; Haodong Zheng; Yicheng Liu; Dedong Xie; Youliang Huang; Baris Kasikci (CoRR, 2025)

CSRAP: Enhanced Canvas Attention Scheduling for Real-Time Mission Critical Perception. - Md. Iftekharul Islam Sakib; Yigong Hu; Tarek F. Abdelzaher (CoRR, 2025)

Geographical and temporal density regression. - Binbin Lu; Yigong Hu; Bo Huang 001 (Int. J. Geogr. Inf. Sci., 2025)