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Yiran Zhao

Ph.D student

University of Illinois at Urbana Champaign

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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.

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Phenomenological characterization and thermal analysis of flame spread over jet fuel: influence of radiant exposure time

Manhou Li, Chao Zhang, Lida Sun, Shenlin Yang,Yiran Zhao, Huilong Jiang

Journal of Thermal Analysis and Calorimetry, pp.1-11, (2020)

Bibtex

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

Cited by4EIBibtex

Unsupervised Fact-finding with Multi-modal Data in Social Sensing

Huajie Shao,Shuochao Yao,Yiran Zhao,Lu Su,Zhibo Wang,Dongxin Liu, Shengzhong Liu,Lance M. Kaplan,Tarek F. Abdelzaher

FUSION, pp.1-8, (2019)

EIBibtex

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)

Cited by2EIBibtex

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)

Cited by2EIBibtex

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)

EIBibtex

GreenRoute - A Generalizable Fuel-Saving Vehicular Navigation Service

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

ICAC, pp.1-10, (2019)

Cited by2EIBibtex

Combustion behavior and oscillatory regime of flame spread over ethanol aqueous solution with different proportions

Manhou Li, Zhizhong Shu, Longfei Yi, Bing Chen,Yiran Zhao, Shuwei Geng

Fuel, (2019): 220-228

Bibtex

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)

Cited by5EIWOSBibtex

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

Cited by13EIBibtex

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

Cited by44EIBibtex

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

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

MobiSys '18: The 16th Annual International Conference on Mobile Systems, Applications, and Services ..., pp.42-47, (2018)

Cited by10EIBibtex

Codrive: cooperative driving scheme for vehicles in urban signalized intersections

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

ICCPS, pp.308-319, (2018)

Cited by7EIBibtex

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)

Cited by6EIBibtex

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)

Cited by2EIBibtex

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 '18: The 16th ACM Conference on Embedded Networked Sensor Systems Shenzhen Ch..., (2018): 278-291

Cited by31EIBibtex

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)

Cited by3EIBibtex

RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations

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

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies archive, no. 4 (2018): 173

Bibtex

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)

Cited by230EIBibtex

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)

Cited by23EIBibtex

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