浏览量：14

Yiran Zhao

Ph.D student

University of Illinois at Urbana Champaign

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教育背景

个人简介

I'm a Ph.D student from the University of Illinois at Urbana-Champaign. My research area includes machine learning, Internet-of-things, distributed systems.

I'm a cyber-physical system researcher, an Android developer, a full-stack web service developer, a software-hardware co-designer.

论文共 26 篇

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STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks

Shuochao Yao,Ailing Piao,Wenjun Jiang,Yiran Zhao,Huajie Shao,Shengzhong Liu,Dongxin Liu,Jinyang Li,Tianshi Wang,Shaohan Hu,Lu Su,Jiawei Han

WWW '19: The Web Conference on The World Wide Web Conference WWW 2019, (2019): 2192-2202

EI|引用|

SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things Applications

Shuochao Yao,Yiran Zhao,Huajie Shao,Dongxin Liu,Shengzhong Liu,Yifan Hao,Ailing Piao,Shaohan Hu,Lu Su,Tarek Abdelzaher

ieee international conference computer and communications, (2019)

EIWOS|引用|

GreenRoute - A Generalizable Fuel-Saving Vehicular Navigation Service.

Yiran Zhao,Shuochao Yao,Dongxin Liu,Huajie Shao,Shengzhong Liu

ICAC, pp.1-10, (2019)

EI|引用|

Simulation Evaluation of Fuel-Saving Systems in the City of Chicago.

Yiran Zhao,Shuochao Yao,Dongxin Liu,Huajie Shao,Shengzhong Liu,Tarek F. Abdelzaher

ICCCN, pp.1-9, (2019)

EI|引用|

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,Xinzhe Fu,Tarek F. Abdelzaher

ICDCS, pp.1275-1285, (2019)

EI|引用|

Eugene - Towards Deep Intelligence as a Service.

Shuochao Yao,Kasthuri Jayarajah,Archan Misra,Tarek F. Abdelzaher,Yifan Hao,Yiran Zhao,Ailing Piao,Huajie Shao,Dongxin Liu,Shengzhong Liu,Shaohan Hu,Dulanga Weerakoon

ICDCS, pp.1630-1640, (2019)

EI|引用|

Codrive: cooperative driving scheme for vehicles in urban signalized intersections.

Yiran Zhao,Shuochao Yao,Huajie Shao,Tarek F. Abdelzaher

ICCPS, pp.308-319, (2018)

EI|引用|

Deep Learning for the Internet of Things.

Shuochao Yao,Yiran Zhao,Aston Zhang,Shaohan Hu,Huajie Shao,Chao Zhang,Lu Su,Tarek F. Abdelzaher

IEEE Computer, no. 5 (2018): 32-41

被引用次数：2|EI|引用|

ApDeepSense: Deep Learning Uncertainty Estimation without the Pain for IoT Applications.

Shuochao Yao,Yiran Zhao,Huajie Shao,Chao Zhang,Aston Zhang,Dongxin Liu,Shengzhong Liu,Lu Su,Tarek F. Abdelzaher

ICDCS, pp.334-343, (2018)

被引用次数：4|EI|引用|

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 Hobbs,Shaohan Hu,Jung-Eun Kim,Lui Sha,Shuochao Yao

J. Sensor and Actuator Networks, no. 1 (2018)

被引用次数：2|EI|引用|

FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices.

Shuochao Yao,Yiran Zhao,Huajie Shao,Shengzhong Liu,Dongxin Liu,Lu Su,Tarek F. Abdelzaher

SenSys, (2018): 278-291

被引用次数：8|EI|引用|

A Constrained Maximum Likelihood Estimator for Unguided Social Sensing.

Huajie Shao,Shuochao Yao,Yiran Zhao,Chao Zhang,Jinda Han,Lance M. Kaplan,Lu Su,Tarek F. Abdelzaher

INFOCOM, pp.2429-2437, (2018)

被引用次数：2|EI|引用|

SenseGAN: Enabling Deep Learning for Internet of Things with a Semi-Supervised Framework.

Shuochao Yao,Yiran Zhao,Huajie Shao,Chao Zhang,Aston Zhang,Shaohan Hu,Dongxin Liu,Shengzhong Liu,Lu Su,Tarek F. Abdelzaher

IMWUT, no. 3 (2018): 144:1-144:21

EI|引用|

QualityDeepSense: Quality-Aware Deep Learning Framework for Internet of Things Applications with Sensor-Temporal Attention.

Shuochao Yao,Yiran Zhao,Shaohan Hu,Tarek F. Abdelzaher

EMDL@MobiSys, pp.42-47, (2018)

被引用次数：2|EI|引用|

DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing.

Shuochao Yao,Shaohan Hu,Yiran Zhao,Aston Zhang,Tarek F. Abdelzaher

Proceedings of the 26th International Conference on World Wide Web, pp.351-360, (2017)

被引用次数：130|EI|引用|

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 Hobbs,Shaohan Hu,Jung-Eun Kim,Jongdeog Lee,Kelvin Marcus,Shuochao Yao,Yiran Zhao

ICDCS, pp.1825-1835, (2017)

被引用次数：5|EI|引用|

Stark: Optimizing In-Memory Computing for Dynamic Dataset Collections.

Shen Li,Md. Tanvir Al Amin,Raghu K. Ganti,Mudhakar Srivatsa,Shanhao Hu,Yiran Zhao,Tarek F. Abdelzaher

ICDCS, pp.103-114, (2017)

被引用次数：3|EI|引用|

GreenDrive: a smartphone-based intelligent speed adaptation system with real-time traffic signal prediction.

Yiran Zhao,Shen Li,Shaohan Hu,Lu Su,Shuochao Yao,Huajie Shao,Hongwei Wang,Tarek F. Abdelzaher

ICCPS, pp.229-238, (2017)

被引用次数：7|EI|引用|

VibeBin: A Vibration-Based Waste Bin Level Detection System.

Yiran Zhao,Shuochao Yao,Shen Li,Shaohan Hu,Huajie Shao,Tarek F. Abdelzaher

IMWUT, no. 3 (2017): 122:1-122:22

被引用次数：1|EI|引用|

RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations.

Shuochao Yao,Yiran Zhao,Huajie Shao,Aston Zhang,Chao Zhang,Shen Li,Tarek F. Abdelzaher

IMWUT, no. 4 (2017)

被引用次数：7|EI|引用|

DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework.

Shuochao Yao,Yiran Zhao,Aston Zhang,Lu Su,Tarek F. Abdelzaher

SenSys, pp.4:1-4:14, (2017)

被引用次数：41|EI|引用|

An Experimental Evaluation of Datacenter Workloads On Low-Power Embedded Micro Servers.

Yiran Zhao,Shen Li,Shaohan Hu,Hongwei Wang,Shuochao Yao,Huajie Shao,Tarek F. Abdelzaher

PVLDB, no. 9 (2016): 696-707

被引用次数：14|EI|引用|

Recursive Ground Truth Estimator for Social Data Streams.

Shuochao Yao,Md. Tanvir Al Amin,Lu Su,Shaohan Hu,Shen Li,Shiguang Wang,Yiran Zhao,Tarek F. Abdelzaher,Lance M. Kaplan,Charu Aggarwal,Aylin Yener

IPSN, pp.1-12, (2016)

被引用次数：29|EI|引用|

On Source Dependency Models for Reliable Social Sensing: Algorithms and Fundamental Error Bounds.

Shuochao Yao,Shaohan Hu,Shen Li,Yiran Zhao,Lu Su,Lance M. Kaplan,Aylin Yener,Tarek F. Abdelzaher

ICDCS, pp.467-476, (2016)

被引用次数：18|EI|引用|

Data Acquisition for Real-Time Decision-Making under Freshness Constraints

Shaohan Hu,Shuochao Yao,Haiming Jin,Yiran Zhao,Yitao Hu,Xiaochen Liu,Nooreddin Naghibolhosseini,Shen Li,Akash Kapoor,William Dron,Lu Su,Amotz Bar-Noy

Real-Time Systems Symposium, (2015)

被引用次数：16|EI|引用|

CityDrive: A map-generating and speed-optimizing driving system

Tuo Yu,Yiran Zhao,Tianyuan Liu,Yang Zhang,Xue Liu,Xiaohua Tian,Xinbing Wang

international conference on computer communications, (2014)

被引用次数：9|引用|

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