Data Acquisition for Real-Time Decision-Making under Freshness Constraints. - Shaohan Hu; Shuochao Yao; Haiming Jin; Yiran Zhao 001; Yitao Hu; Xiaochen Liu; Nooreddin Naghibolhosseini; Shen Li 002; Akash Kapoor; William Dron; Lu Su 001; Amotz Bar-Noy; et al. (RTSS, 2015)

On Source Dependency Models for Reliable Social Sensing: Algorithms and Fundamental Error Bounds. - Shuochao Yao; Shaohan Hu; Shen Li 002; Yiran Zhao 001; Lu Su 001; Lance M. Kaplan; Aylin Yener; Tarek F. Abdelzaher (ICDCS, 2016)

Recursive Ground Truth Estimator for Social Data Streams. - Shuochao Yao; Md. Tanvir Al Amin; Lu Su 001; Shaohan Hu; Shen Li 002; Shiguang Wang; Yiran Zhao 001; Tarek F. Abdelzaher; Lance M. Kaplan; Charu C. Aggarwal; Aylin Yener (IPSN, 2016)

An Experimental Evaluation of Datacenter Workloads On Low-Power Embedded Micro Servers. - Yiran Zhao 001; Shen Li 002; Shaohan Hu; Hongwei Wang; Shuochao Yao; Huajie Shao; Tarek F. Abdelzaher (Proc. VLDB Endow., 2016)

On the improvement of classifying EEG recordings using neural networks. - Yiran Zhao 001; Shuochao Yao; Shaohan Hu; Shiyu Chang; Raghu K. Ganti; Mudhakar Srivatsa; Shen Li 002; Tarek F. Abdelzaher (IEEE BigData, 2017)

Demo: Unsupervised Fill-level Estimation for Smart Trash Removal Systems. - Yiran Zhao 001; Shuochao Yao; Shen Li 002; Shaohan Hu; Huajie Shao; Tarek F. Abdelzaher (EWSN, 2017)

GreenDrive: a smartphone-based intelligent speed adaptation system with real-time traffic signal prediction. - Yiran Zhao 001; Shen Li 002; Shaohan Hu; Lu Su 001; Shuochao Yao; Huajie Shao; Hongwei Wang; Tarek F. Abdelzaher (ICCPS, 2017)

Decision-Driven Execution: A Distributed Resource Management Paradigm for the Age of IoT. - Tarek F. Abdelzaher; Md. Tanvir Al Amin; Amotz Bar-Noy; William Dron; Ramesh Govindan; Reginald L. Hobbs; Shaohan Hu; Jung-Eun Kim; Jongdeog Lee; Kelvin Marcus; Shuochao Yao; Yiran Zhao 001 (ICDCS, 2017)

Stark: Optimizing In-Memory Computing for Dynamic Dataset Collections. - Shen Li 002; Md. Tanvir Al Amin; Raghu K. Ganti; Mudhakar Srivatsa; Shanhao Hu; Yiran Zhao 001; Tarek F. Abdelzaher (ICDCS, 2017)

Optimizing Source Selection in Social Sensing in the Presence of Influence Graphs. - Huajie Shao; Shiguang Wang; Shen Li 002; Shuochao Yao; Yiran Zhao 001; Md. Tanvir Al Amin; Tarek F. Abdelzaher; Lance M. Kaplan (ICDCS, 2017)

DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework. - Shuochao Yao; Yiran Zhao 001; Aston Zhang; Lu Su 001; Tarek F. Abdelzaher (SenSys, 2017)

DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing. - Shuochao Yao; Shaohan Hu; Yiran Zhao 001; Aston Zhang; Tarek F. Abdelzaher (WWW, 2017)

Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework. - Shuochao Yao; Yiran Zhao 001; Aston Zhang; Lu Su 001; Tarek F. Abdelzaher (CoRR, 2017)

RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations. - Shuochao Yao; Yiran Zhao 001; Huajie Shao; Aston Zhang; Chao Zhang 014; Shen Li 002; Tarek F. Abdelzaher (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

VibeBin: A Vibration-Based Waste Bin Level Detection System. - Yiran Zhao 001; Shuochao Yao; Shen Li 002; Shaohan Hu; Huajie Shao; Tarek F. Abdelzaher (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

Codrive: cooperative driving scheme for vehicles in urban signalized intersections. - Yiran Zhao 001; Shuochao Yao; Huajie Shao; Tarek F. Abdelzaher (ICCPS, 2018)

ApDeepSense: Deep Learning Uncertainty Estimation without the Pain for IoT Applications. - Shuochao Yao; Yiran Zhao 001; Huajie Shao; Chao Zhang 014; Aston Zhang; Dongxin Liu; Shengzhong Liu; Lu Su 001; Tarek F. Abdelzaher (ICDCS, 2018)

A Constrained Maximum Likelihood Estimator for Unguided Social Sensing. - Huajie Shao; Shuochao Yao; Yiran Zhao 001; Chao Zhang 014; Jinda Han; Lance M. Kaplan; Lu Su 001; Tarek F. Abdelzaher (INFOCOM, 2018)

QualityDeepSense: Quality-Aware Deep Learning Framework for Internet of Things Applications with Sensor-Temporal Attention. - Shuochao Yao; Yiran Zhao 001; Shaohan Hu; Tarek F. Abdelzaher (EMDL@MobiSys, 2018)

FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices. - Shuochao Yao; Yiran Zhao 001; Huajie Shao; Shengzhong Liu; Dongxin Liu; Lu Su 001; Tarek F. Abdelzaher (SenSys, 2018)

Deep Learning for the Internet of Things. - Shuochao Yao; Yiran Zhao 001; Aston Zhang; Shaohan Hu; Huajie Shao; Chao Zhang 014; Lu Su 001; Tarek F. Abdelzaher (Computer, 2018)

SenseGAN: Enabling Deep Learning for Internet of Things with a Semi-Supervised Framework. - Shuochao Yao; Yiran Zhao 001; Huajie Shao; Chao Zhang 014; Aston Zhang; Shaohan Hu; Dongxin Liu; Shengzhong Liu; Lu Su 001; Tarek F. Abdelzaher (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018)

Athena: Towards Decision-Centric Anticipatory Sensor Information Delivery. - Jongdeog Lee; Kelvin Marcus; Tarek F. Abdelzaher; Md. Tanvir Al Amin; Amotz Bar-Noy; William Dron; Ramesh Govindan; Reginald L. Hobbs; Shaohan Hu; Jung-Eun Kim; Lui Sha; Shuochao Yao; et al. (J. Sens. Actuator Networks, 2018)

Unsupervised Fact-finding with Multi-modal Data in Social Sensing. - Huajie Shao; Shuochao Yao; Yiran Zhao 001; Lu Su 001; Zhibo Wang 001; Dongxin Liu; Shengzhong Liu; Lance M. Kaplan; Tarek F. Abdelzaher (FUSION, 2019)

GreenRoute: A Generalizable Fuel-Saving Vehicular Navigation Service. - Yiran Zhao 001; Shuochao Yao; Dongxin Liu; Huajie Shao; Shengzhong Liu (ICAC, 2019)

Simulation Evaluation of Fuel-Saving Systems in the City of Chicago. - Yiran Zhao 001; Shuochao Yao; Dongxin Liu; Huajie Shao; Shengzhong Liu; Tarek F. Abdelzaher (ICCCN, 2019)

A Latent Hawkes Process Model for Event Clustering and Temporal Dynamics Learning with Applications in GitHub. - Shengzhong Liu; Shuochao Yao; Dongxin Liu; Huajie Shao; Yiran Zhao 001; Xinzhe Fu; Tarek F. Abdelzaher (ICDCS, 2019)

Eugene: Towards Deep Intelligence as a Service. - Shuochao Yao; Kasthuri Jayarajah; Archan Misra; Tarek F. Abdelzaher; Yifan Hao; Yiran Zhao 001; Ailing Piao; Huajie Shao; Dongxin Liu; Shengzhong Liu; Shaohan Hu; Dulanga Weerakoon (ICDCS, 2019)

SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things Applications. - Shuochao Yao; Yiran Zhao 001; Huajie Shao; Dongxin Liu; Shengzhong Liu; Yifan Hao; Ailing Piao; Shaohan Hu; Su Lu; Tarek F. Abdelzaher (INFOCOM, 2019)

STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks. - Shuochao Yao; Ailing Piao; Wenjun Jiang; Yiran Zhao 001; Huajie Shao; Shengzhong Liu; Dongxin Liu; Jinyang Li 004; Tianshi Wang; Shaohan Hu; Lu Su 001; Jiawei Han 001; et al. (WWW, 2019)

Scheduling Real-time Deep Learning Services as Imprecise Computations. - Shuochao Yao; Yifan Hao; Yiran Zhao 001; Huajie Shao; Dongxin Liu; Shengzhong Liu; Tianshi Wang; Jinyang Li 004; Tarek F. Abdelzaher (RTCSA, 2020)

Handling Missing Sensors in Topology-Aware IoT Applications with Gated Graph Neural Network. - Shengzhong Liu; Shuochao Yao; Yifei Huang; Dongxin Liu; Huajie Shao; Yiran Zhao 001; Jinyang Li 004; Tianshi Wang; Ruijie Wang 004; Chaoqi Yang; Tarek F. Abdelzaher (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

Towards Fine-Grained Spatio-Temporal Coverage for Vehicular Urban Sensing Systems. - Guiyun Fan; Yiran Zhao 001; Zilang Guo; Haiming Jin; Xiaoying Gan; Xinbing Wang (INFOCOM, 2021)

Joint Order Dispatch and Charging for Electric Self-Driving Taxi Systems. - Guiyun Fan; Haiming Jin; Yiran Zhao 001; Yiwen Song; Xiaoying Gan; Jiaxin Ding 001; Lu Su 001; Xinbing Wang (INFOCOM, 2022)