Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Five Challenges in Cloud-enabled Intelligence and Control.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., 2020

DeepMV: Multi-View Deep Learning for Device-Free Human Activity Recognition.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

GIobalFusion: A Global Attentional Deep Learning Framework for Multisensor Information Fusion.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Handling Missing Sensors in Topology-Aware IoT Applications with Gated Graph Neural Network.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

ControlVAE: Tuning, Analytical Properties, and Performance Analysis.

[BibT_eX]

[DOI]

CoRR, 2020

Challenging β-VAE with β<1 for Disentanglement Via Dynamic Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Hypergraph Learning with Line Expansion.

[BibT_eX]

[DOI]

CoRR, 2020

Controllable Variational Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2020

Revisiting "Over-smoothing" in Deep GCNs.

[BibT_eX]

[DOI]

CoRR, 2020

Disentangling Overlapping Beliefs by Structured Matrix Factorization.

[BibT_eX]

[DOI]

CoRR, 2020

Multiscale online media simulation with SocialCube.

[BibT_eX]

[DOI]

Boleslaw K. Szymanski

Comput. Math. Organ. Theory, 2020

paper2repo: GitHub Repository Recommendation for Academic Papers.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Deep compressive offloading: speeding up neural network inference by trading edge computation for network latency.

[BibT_eX]

[DOI]

Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

On Removing Algorithmic Priority Inversion from Mission-critical Machine Inference Pipelines.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE Real-Time Systems Symposium, 2020

Scheduling Real-time Deep Learning Services as Imprecise Computations.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2020

AMVP: Adaptive CNN-based Multitask Video Processing on Mobile Stream Processing Platforms.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE/ACM Symposium on Edge Computing, 2020

ControlVAE: Controllable Variational Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Misinformation Detection and Adversarial Attack Cost Analysis in Directional Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computer Communications and Networks, 2020

Hierarchical Overlapping Belief Estimation by Structured Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

2019

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

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Stardust: A deep learning serving system in IoT: demo abstract.

[BibT_eX]

[DOI]

Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

DeepFusion: A Deep Learning Framework for the Fusion of Heterogeneous Sensory Data.

[BibT_eX]

[DOI]

Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Eugene: Towards Deep Intelligence as a Service.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

A Latent Hawkes Process Model for Event Clustering and Temporal Dynamics Learning with Applications in GitHub.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

GreenRoute: A Generalizable Fuel-Saving Vehicular Navigation Service.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Autonomic Computing, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 22th International Conference on Information Fusion, 2019

2018

Deep learning for the internet of things

[BibT_eX]

[DOI]

Shuochao Yao

PhD thesis, 2018

Athena: Towards Decision-Centric Anticipatory Sensor Information Delivery.

[BibT_eX]

[DOI]

J. Sens. Actuator Networks, 2018

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

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Deep Learning for the Internet of Things.

[BibT_eX]

[DOI]

Computer, 2018

A predictive Self-Configuring Simulator for Online Media.

[BibT_eX]

[DOI]

Boleslaw K. Szymanski

Proceedings of the 2018 Winter Simulation Conference, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems, SenSys 2018, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Embedded and Mobile Deep Learning, 2018

Towards Environment Independent Device Free Human Activity Recognition.

[BibT_eX]

[DOI]

Dimitrios Koutsonikolas

Wenyao Xu

Lu Su

Proceedings of the 24th Annual International Conference on Mobile Computing and Networking, 2018

A Constrained Maximum Likelihood Estimator for Unguided Social Sensing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 9th ACM/IEEE International Conference on Cyber-Physical Systems, 2018

A Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Optimal Capacity-Delay Tradeoff in MANETs With Correlation of Node Mobility.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2017

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

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

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

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web, 2017

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

[BibT_eX]

[DOI]

Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017

Unveiling polarization in social networks: A matrix factorization approach.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Optimizing Source Selection in Social Sensing in the Presence of Influence Graphs.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Decision-Driven Execution: A Distributed Resource Management Paradigm for the Age of IoT.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

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

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Cyber-Physical Systems, 2017

Demo: Unsupervised Fill-level Estimation for Smart Trash Removal Systems.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Embedded Wireless Systems and Networks, 2017

On the improvement of classifying EEG recordings using neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Impacts of Social Relationships and Inhomogeneous Node Distribution on the Network Performance.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2016

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

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

Recursive Ground Truth Estimator for Social Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2016

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

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016

2015

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

[BibT_eX]

[DOI]

Nooreddin Naghibolhosseini

Proceedings of the 2015 IEEE Real-Time Systems Symposium, 2015

Social Signal Processing for Real-Time Situational Understanding: A Vision and Approach.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2015

Scalable social sensing of interdependent phenomena.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

On Exploiting Logical Dependencies for Minimizing Additive Cost Metrics in Resource-Limited Crowdsensing.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Distributed Computing in Sensor Systems, 2015

2014

Delay-throughput tradeoff with correlated mobility of ad-hoc networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Shuochao Yao

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