Proceedings of the MobiSys '21: The 19th Annual International Conference on Mobile Systems, Applications, and Services, Virtual Event, Wisconsin, USA, 24 June, 2021

Data Poisoning Attack against Recommender System Using Incomplete and Perturbed Data.

[BibT_eX]

[DOI]

Hengtong Zhang

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Data Poisoning Attacks Against Outcome Interpretations of Predictive Models.

[BibT_eX]

[DOI]

Hengtong Zhang

Jing Gao

Lu Su

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Heterogeneous Spatio-Temporal Graph Convolution Network for Traffic Forecasting with Missing Values.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

Profanity-Avoiding Training Framework for Seq2seq Models with Certified Robustness.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Can We Use Arbitrary Objects to Attack LiDAR Perception in Autonomous Driving?

[BibT_eX]

[DOI]

Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

2020

Learning Distance Metrics from Probabilistic Information.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2020

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

[BibT_eX]

[DOI]

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

WaveSpy: Remote and Through-wall Screen Attack via mmWave Sensing.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Symposium on Security and Privacy, 2020

VocalPrint: exploring a resilient and secure voice authentication via mmWave biometric interrogation.

[BibT_eX]

[DOI]

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

Towards 3D human pose construction using wifi.

[BibT_eX]

[DOI]

Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

Road Grade Estimation Using Crowd-Sourced Smartphone Data.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2020

Towards Differentially Private Truth Discovery for Crowd Sensing Systems.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Estimation of Road Transverse Slope Using Crowd-Sourced Data from Smartphones.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

2019

Privacy-Preserving Truth Discovery in Crowd Sensing Systems.

[BibT_eX]

[DOI]

ACM Trans. Sens. Networks, 2019

Data-Driven Pricing for Sensing Effort Elicitation in Mobile Crowd Sensing Systems.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2019

Dolphin: Real-Time Hidden Acoustic Signal Capture with Smartphones.

[BibT_eX]

[DOI]

Man Zhou

Qian Wang

Kui Ren

Dimitrios Koutsonikolas

Lu Su

Yanjiao Chen

IEEE Trans. Mob. Comput., 2019

Thanos: Incentive Mechanism with Quality Awareness for Mobile Crowd Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2019

Towards Confidence Interval Estimation in Truth Discovery.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

A Reliability-Aware Vehicular Crowdsensing System for Pothole Profiling.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Towards Data Poisoning Attack against Knowledge Graph Embedding.

[BibT_eX]

[DOI]

CoRR, 2019

A hybrid self-attention deep learning framework for multivariate sleep stage classification.

[BibT_eX]

[DOI]

BMC Bioinform., 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

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

Automating CSI Measurement with UAVs: from Problem Formulation to Energy-Optimal Solution.

[BibT_eX]

[DOI]

Sixu Piao

Zhongjie Ba

Lu Su

Dimitrios Koutsonikolas

Shi Li

Kui Ren

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Dynamic Task Pricing in Multi-Requester Mobile Crowd Sensing with Markov Correlated Equilibrium.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Data Poisoning Attack against Knowledge Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Deep Metric Learning: The Generalization Analysis and an Adaptive Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 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

Towards Quality Aware Information Integration in Distributed Sensing Systems.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2018

Incentive Mechanism for Privacy-Aware Data Aggregation in Mobile Crowd Sensing Systems.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2018

Cooperative and Integrated Vehicle and Intersection Control for Energy Efficiency (CIVIC-E<sup>2</sup>).

[BibT_eX]

[DOI]

Yunfei Hou

Salaheldeen M. S. Seliman

IEEE Trans. Intell. Transp. Syst., 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

Attack under Disguise: An Intelligent Data Poisoning Attack Mechanism in Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 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

Online Truth Discovery on Time Series Data.

[BibT_eX]

[DOI]

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Towards Data Poisoning Attacks in Crowd Sensing Systems.

[BibT_eX]

[DOI]

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

TextTruth: An Unsupervised Approach to Discover Trustworthy Information from Multi-Sourced Text Data.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

EANN: Event Adversarial Neural Networks for Multi-Modal Fake News Detection.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

An Efficient Two-Layer Mechanism for Privacy-Preserving Truth Discovery.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Metric Learning from Probabilistic Labels.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

A Constrained Maximum Likelihood Estimator for Unguided Social Sensing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

MuVAN: A Multi-view Attention Network for Multivariate Temporal Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 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

Towards Personalized Learning in Mobile Sensing Systems.

[BibT_eX]

[DOI]

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

Multivariate Sleep Stage Classification using Hybrid Self-Attentive Deep Learning Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Leveraging the Power of Informative Users for Local Event Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017

A Weighted Crowdsourcing Approach for Network Quality Measurement in Cellular Data Networks.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2017

On Exploiting Structured Human Interactions to Enhance Sensing Accuracy in Cyber-physical Systems.

[BibT_eX]

[DOI]

ACM Trans. Cyber Phys. Syst., 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

VehSense: Slippery Road Detection Using Smartphones.

[BibT_eX]

[DOI]

Proceedings of the 85th IEEE Vehicular Technology Conference, 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

Theseus: Incentivizing Truth Discovery in Mobile Crowd Sensing Systems.

[BibT_eX]

[DOI]

Haiming Jin

Lu Su

Klara Nahrstedt

Proceedings of the 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2017

Unsupervised Discovery of Drug Side-Effects from Heterogeneous Data Sources.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

A lightweight privacy-preserving truth discovery framework for mobile crowd sensing systems.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

CENTURION: Incentivizing multi-requester mobile crowd sensing.

[BibT_eX]

[DOI]

Haiming Jin

Lu Su

Klara Nahrstedt

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Discovering Truths from Distributed Data.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

When Smart TV Meets CRN: Privacy-Preserving Fine-Grained Spectrum Access.

[BibT_eX]

[DOI]

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

You Can Hear But You Cannot Steal: Defending Against Voice Impersonation Attacks on Smartphones.

[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

City-wide Traffic Volume Inference with Loop Detector Data and Taxi Trajectories.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Travel purpose inference with GPS trajectories, POIs, and geo-tagged social media data.

[BibT_eX]

[DOI]

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

2016

TASeT: Improving the Efficiency of Electric Taxis With Transfer-Allowed Rideshare.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2016

Participatory Sensing Meets Opportunistic Sharing: Automatic Phone-to-Phone Communication in Vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2016

Experiences with GreenGPS - Fuel-Efficient Navigation Using Participatory Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2016

Conflicts to Harmony: A Framework for Resolving Conflicts in Heterogeneous Data by Truth Discovery.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Crowdsourcing High Quality Labels with a Tight Budget.

[BibT_eX]

[DOI]

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Tackling the Redundancy and Sparsity in Crowd Sensing Applications.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

INCEPTION: incentivizing privacy-preserving data aggregation for mobile crowd sensing systems.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2016

Towards distributed ensemble clustering for networked sensing systems: a novel geometric approach.

[BibT_eX]

[DOI]

Hu Ding

Lu Su

Jinhui Xu

Proceedings of the 17th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2016

Real-time hidden acoustic signal capture with smartphones: demo.

[BibT_eX]

[DOI]

Dimitrios Koutsonikolas

Lu Su

Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, 2016

Messages behind the sound: real-time hidden acoustic signal capture with smartphones.

[BibT_eX]

[DOI]

Dimitrios Koutsonikolas

Lu Su

Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, 2016

A Truth Discovery Approach with Theoretical Guarantee.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Towards Confidence in the Truth: A Bootstrapping based Truth Discovery Approach.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Sparse approximations of directed information graphs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 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

Demonstration Abstract: A Novel Human Tracking and Localization System Based on Pyroelectric Infrared Sensors.

[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

Enabling Privacy-Preserving Incentives for Mobile Crowd Sensing Systems.

[BibT_eX]

[DOI]

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

Influence-Aware Truth Discovery.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Power-Based Diagnosis of Node Silence in Remote High-End Sensing Systems.

[BibT_eX]

[DOI]

Yong Yang

Lu Su

Mohammad Maifi Hasan Khan

Michael LeMay

Tarek F. Abdelzaher

Jiawei Han

ACM Trans. Sens. Networks, 2015

SmartRoad: Smartphone-Based Crowd Sensing for Traffic Regulator Detection and Identification.

[BibT_eX]

[DOI]

ACM Trans. Sens. Networks, 2015

A Survey on Truth Discovery.

[BibT_eX]

[DOI]

SIGKDD Explor., 2015

Joint Source Selection and Data Extrapolation in Social Sensing for Disaster Response.

[BibT_eX]

[DOI]

Mohammad Hosseini

Nooreddin Naghibolhosseini

CoRR, 2015

Cloud-Enabled Privacy-Preserving Truth Discovery in Crowd Sensing Systems.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

Truth Discovery on Crowd Sensing of Correlated Entities.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 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

Quality of Information Aware Incentive Mechanisms for Mobile Crowd Sensing Systems.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2015

FaitCrowd: Fine Grained Truth Discovery for Crowdsourced Data Aggregation.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

On the Discovery of Evolving Truth.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Predictive Traffic Assignment: A New Method and System for Optimal Balancing of Road Traffic.

[BibT_eX]

[DOI]

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Scalable social sensing of interdependent phenomena.

[BibT_eX]

[DOI]

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

Exploiting structured human interactions to enhance estimation accuracy in cyber-physical systems.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE Sixth International Conference on Cyber-Physical Systems, 2015

Experiences with eNav: a low-power vehicular navigation system.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 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

A Confidence-Aware Approach for Truth Discovery on Long-Tail Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

Towards Cyber-Physical Systems in Social Spaces: The Data Reliability Challenge.

[BibT_eX]

[DOI]

Proceedings of the IEEE 35th IEEE Real-Time Systems Symposium, 2014

Generalized Decision Aggregation in Distributed Sensing Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE 35th IEEE Real-Time Systems Symposium, 2014

Robust confidentiality preserving data delivery in federated coalition networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 IFIP Networking Conference, Trondheim, 2014

Poster abstract: eNav: a smartphone-based energy efficient vehicular navigation system.

[BibT_eX]

[DOI]

Proceedings of the IPSN'14, 2014

Towards automatic phone-to-phone communication for vehicular networking applications.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Cost-Minimizing Mobile Access Point Deployment in Workflow-Based Mobile Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Network Protocols, 2014

WOHA: Deadline-Aware Map-Reduce Workflow Scheduling Framework over Hadoop Clusters.

[BibT_eX]

[DOI]

Proceedings of the IEEE 34th International Conference on Distributed Computing Systems, 2014

Centaur: Dynamic message dissemination over online social networks.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Computer Communication and Networks, 2014

Data Extrapolation in Social Sensing for Disaster Response.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, 2014

2013

Resource efficient information integration in cyber-physical systems

[BibT_eX]

[DOI]

Lu Su

PhD thesis, 2013

Extrapolation from participatory sensing data.

[BibT_eX]

[DOI]

Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

On the Detectability of Node Grouping in Networks.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Poster abstract: SmartRoad: a crowd-sourced traffic regulator detection and identification system.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2013), 2013

2012

Quality of Information Based Data Selection and Transmission in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE Real-Time Systems Symposium, 2012

2011

Hierarchical aggregate classification with limited supervision for data reduction in wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Embedded Networked Sensor Systems, 2011

Towards optimal rate allocation for data aggregation in wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2011

Power watermarking: Facilitating power-based diagnosis of node silence in remote high-end sensing systems.

[BibT_eX]

[DOI]

Yong Yang

Lu Su

Mohammad Maifi Hasan Khan

Michael LeMay

Tarek F. Abdelzaher

Jiawei Han

Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011

Consensus extraction from heterogeneous detectors to improve performance over network traffic anomaly detection.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

2010

Towards reliable data delivery in solar-powered wireless sensor networks.

[BibT_eX]

[DOI]

ACM SIGMOBILE Mob. Comput. Commun. Rev., 2010

SolarCode: Utilizing Erasure Codes for Reliable Data Delivery in Solar-powered Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

2009

oCast: Optimal Multicast Routing Protocol for Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 17th annual IEEE International Conference on Network Protocols, 2009

2008

Routing in intermittently connected sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 16th annual IEEE International Conference on Network Protocols, 2008

Lu Su

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