Yiran Zhao

39 papers A* 6A 8B 3C 1Misc 2Journal 13Unranked 6
YearRankTypeTitle / Venue / Authors
2022 A* conf
Joint Order Dispatch and Charging for Electric Self-Driving Taxi Systems.
INFOCOM
Guiyun Fan, Haiming Jin, Yiran Zhao, Yiwen Song, Xiaoying Gan, Jiaxin Ding, Lu Su, Xinbing Wang
2021 A* conf
Towards Fine-Grained Spatio-Temporal Coverage for Vehicular Urban Sensing Systems.
INFOCOM
Guiyun Fan, Yiran Zhao, Zilang Guo, Haiming Jin, Xiaoying Gan, Xinbing Wang
2020 J jnl
Handling Missing Sensors in Topology-Aware IoT Applications with Gated Graph Neural Network.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Shengzhong Liu, Shuochao Yao, Yifei Huang, Dongxin Liu, Huajie Shao, Yiran Zhao, Jinyang Li, Tianshi Wang, Ruijie Wang, Chaoqi Yang, Tarek F. Abdelzaher
2020 B conf
Scheduling Real-time Deep Learning Services as Imprecise Computations.
RTCSA
Shuochao Yao, Yifan Hao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher
2020 J jnl
Scheduling Real-time Deep Learning Services as Imprecise Computations.
CoRR
Shuochao Yao, Yifan Hao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher
2019 A conf
A Latent Hawkes Process Model for Event Clustering and Temporal Dynamics Learning with Applications in GitHub.
ICDCS
Shengzhong Liu, Shuochao Yao, Dongxin Liu, Huajie Shao, Yiran Zhao, Xinzhe Fu, Tarek F. Abdelzaher
2019 A conf
Eugene: Towards Deep Intelligence as a Service.
ICDCS
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
2019 — conf
GreenRoute: A Generalizable Fuel-Saving Vehicular Navigation Service.
ICAC
Yiran Zhao, Shuochao Yao, Dongxin Liu, Huajie Shao, Shengzhong Liu
2019 A* conf
SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things Applications.
INFOCOM
Shuochao Yao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Yifan Hao, Ailing Piao, Shaohan Hu, Su Lu, Tarek F. Abdelzaher
2019 A* conf
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks.
WWW
Shuochao Yao, Ailing Piao, Wenjun Jiang, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Jinyang Li, Tianshi Wang, Shaohan Hu, Lu Su, Jiawei Han, Tarek F. Abdelzaher
2019 J jnl
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks.
CoRR
Shuochao Yao, Ailing Piao, Wenjun Jiang, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Jinyang Li, Tianshi Wang, Shaohan Hu, Lu Su, Jiawei Han, Tarek F. Abdelzaher
2019 B conf
Simulation Evaluation of Fuel-Saving Systems in the City of Chicago.
ICCCN
Yiran Zhao, Shuochao Yao, Dongxin Liu, Huajie Shao, Shengzhong Liu, Tarek F. Abdelzaher
2019 C conf
Unsupervised Fact-finding with Multi-modal Data in Social Sensing.
FUSION
Huajie Shao, Shuochao Yao, Yiran Zhao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher
2018 A* conf
A Constrained Maximum Likelihood Estimator for Unguided Social Sensing.
INFOCOM
Huajie Shao, Shuochao Yao, Yiran Zhao, Chao Zhang, Jinda Han, Lance M. Kaplan, Lu Su, Tarek F. Abdelzaher
2018 A conf
ApDeepSense: Deep Learning Uncertainty Estimation without the Pain for IoT Applications.
ICDCS
Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher
2018 J jnl
Athena: Towards Decision-Centric Anticipatory Sensor Information Delivery.
J. Sens. Actuator Networks
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, Yiran Zhao
2018 — conf
Codrive: cooperative driving scheme for vehicles in urban signalized intersections.
ICCPS
Yiran Zhao, Shuochao Yao, Huajie Shao, Tarek F. Abdelzaher
2018 J jnl
Deep Learning for the Internet of Things.
Computer
Shuochao Yao, Yiran Zhao, Aston Zhang, Shaohan Hu, Huajie Shao, Chao Zhang, Lu Su, Tarek F. Abdelzaher
2018 Misc conf
FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices.
SenSys
Shuochao Yao, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Lu Su, Tarek F. Abdelzaher
2018 J jnl
FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices.
CoRR
Shuochao Yao, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Lu Su, Tarek F. Abdelzaher
2018 — conf
QualityDeepSense: Quality-Aware Deep Learning Framework for Internet of Things Applications with Sensor-Temporal Attention.
EMDL@MobiSys
Shuochao Yao, Yiran Zhao, Shaohan Hu, Tarek F. Abdelzaher
2018 J jnl
SenseGAN: Enabling Deep Learning for Internet of Things with a Semi-Supervised Framework.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Shaohan Hu, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher
2017 J jnl
Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework.
CoRR
Shuochao Yao, Yiran Zhao, Aston Zhang, Lu Su, Tarek F. Abdelzaher
2017 A conf
Decision-Driven Execution: A Distributed Resource Management Paradigm for the Age of IoT.
ICDCS
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
2017 Misc conf
DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework.
SenSys
Shuochao Yao, Yiran Zhao, Aston Zhang, Lu Su, Tarek F. Abdelzaher
2017 A* conf
DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing.
WWW
Shuochao Yao, Shaohan Hu, Yiran Zhao, Aston Zhang, Tarek F. Abdelzaher
2017 B conf
Demo: Unsupervised Fill-level Estimation for Smart Trash Removal Systems.
EWSN
Yiran Zhao, Shuochao Yao, Shen Li, Shaohan Hu, Huajie Shao, Tarek F. Abdelzaher
2017 — conf
GreenDrive: a smartphone-based intelligent speed adaptation system with real-time traffic signal prediction.
ICCPS
Yiran Zhao, Shen Li, Shaohan Hu, Lu Su, Shuochao Yao, Huajie Shao, Hongwei Wang, Tarek F. Abdelzaher
2017 — conf
On the improvement of classifying EEG recordings using neural networks.
IEEE BigData
Yiran Zhao, Shuochao Yao, Shaohan Hu, Shiyu Chang, Raghu K. Ganti, Mudhakar Srivatsa, Shen Li, Tarek F. Abdelzaher
2017 A conf
Optimizing Source Selection in Social Sensing in the Presence of Influence Graphs.
ICDCS
Huajie Shao, Shiguang Wang, Shen Li, Shuochao Yao, Yiran Zhao, Md. Tanvir Al Amin, Tarek F. Abdelzaher, Lance M. Kaplan
2017 J jnl
RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations.
CoRR
Shuochao Yao, Yiran Zhao, Huajie Shao, Aston Zhang, Chao Zhang, Shen Li, Tarek F. Abdelzaher
2017 J jnl
RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Shuochao Yao, Yiran Zhao, Huajie Shao, Aston Zhang, Chao Zhang, Shen Li, Tarek F. Abdelzaher
2017 A conf
Stark: Optimizing In-Memory Computing for Dynamic Dataset Collections.
ICDCS
Shen Li, Md. Tanvir Al Amin, Raghu K. Ganti, Mudhakar Srivatsa, Shanhao Hu, Yiran Zhao, Tarek F. Abdelzaher
2017 J jnl
VibeBin: A Vibration-Based Waste Bin Level Detection System.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yiran Zhao, Shuochao Yao, Shen Li, Shaohan Hu, Huajie Shao, Tarek F. Abdelzaher
2016 J jnl
An Experimental Evaluation of Datacenter Workloads On Low-Power Embedded Micro Servers.
Proc. VLDB Endow.
Yiran Zhao, Shen Li, Shaohan Hu, Hongwei Wang, Shuochao Yao, Huajie Shao, Tarek F. Abdelzaher
2016 J jnl
DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing.
CoRR
Shuochao Yao, Shaohan Hu, Yiran Zhao, Aston Zhang, Tarek F. Abdelzaher
2016 A conf
On Source Dependency Models for Reliable Social Sensing: Algorithms and Fundamental Error Bounds.
ICDCS
Shuochao Yao, Shaohan Hu, Shen Li, Yiran Zhao, Lu Su, Lance M. Kaplan, Aylin Yener, Tarek F. Abdelzaher
2016 — conf
Recursive Ground Truth Estimator for Social Data Streams.
IPSN
Shuochao Yao, Md. Tanvir Al Amin, Lu Su, Shaohan Hu, Shen Li, Shiguang Wang, Yiran Zhao, Tarek F. Abdelzaher, Lance M. Kaplan, Charu C. Aggarwal, Aylin Yener
2015 A conf
Data Acquisition for Real-Time Decision-Making under Freshness Constraints.
RTSS
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, Pedro A. Szekely, Ramesh Govindan, Reginald L. Hobbs, Tarek F. Abdelzaher