Aaron Yi Ding

Orcid: 0000-0003-4173-031X

Affiliations:
  • TU Delft, The Netherlands


According to our database1, Aaron Yi Ding authored at least 101 papers between 2012 and 2024.

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Bibliography

2024
Adaptive approximate computing in edge AI and IoT applications: A review.
J. Syst. Archit., 2024

Revisiting Edge AI: Opportunities and Challenges.
IEEE Internet Comput., 2024

Understanding Work Rhythms in Software Development and Their Effects on Technical Performance.
IET Softw., 2024

Transforming towards inclusion-by-design: Information system design principles shaping data-driven financial inclusiveness.
Gov. Inf. Q., 2024

As Biased as You Measure: Methodological Pitfalls of Bias Evaluations in Speaker Verification Research.
CoRR, 2024

Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset.
CoRR, 2024

Dissecting the Applicability of HTTP/3 in Content Delivery Networks.
Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024


SPATIAL: Practical AI Trustworthiness with Human Oversight.
Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024

Test-time Specialization of Dynamic Neural Networks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Charting the Path to SBOM Adoption: A Business Stakeholder-Centric Approach.
Proceedings of the 19th ACM Asia Conference on Computer and Communications Security, 2024

2023
Metaverse for Connected and Automated Vehicles and Intelligent Transportation Systems [From the Guest Editors].
IEEE Veh. Technol. Mag., December, 2023

Tiny, Always-on, and Fragile: Bias Propagation through Design Choices in On-device Machine Learning Workflows.
ACM Trans. Softw. Eng. Methodol., November, 2023

DeepPick: A Deep Learning Approach to Unveil Outstanding Users With Public Attainable Features.
IEEE Trans. Knowl. Data Eng., 2023

Nimbus: Towards Latency-Energy Efficient Task Offloading for AR Services.
IEEE Trans. Cloud Comput., 2023

Social-Aware Federated Learning: Challenges and Opportunities in Collaborative Data Training.
IEEE Internet Comput., 2023

Edge-AI: Identifying Key Enablers in Edge Intelligence (Dagstuhl Seminar 23432).
Dagstuhl Reports, 2023

A Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services.
IEEE Commun. Surv. Tutorials, 2023

Exploring CNN and XAI-based Approaches for Accountable MI Detection in the Context of IoT-enabled Emergency Communication Systems.
Proceedings of the 13th International Conference on the Internet of Things, 2023

Lessons in Prevention and Cure: A User Study of Recovery from Flubot Smartphone Malware.
Proceedings of the 2023 European Symposium on Usable Security, 2023

Energy-efficient Edge Approximation for Connected Vehicular Services.
Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023

2022
Structural Hole Theory in Social Network Analysis: A Review.
IEEE Trans. Comput. Soc. Syst., 2022

Contact duration: Intricacies of human mobility.
Online Soc. Networks Media, 2022

AMSense: How Mobile Sensing Platforms Capture Pedestrian/Cyclist Spatiotemporal Properties in Cities.
IEEE Intell. Transp. Syst. Mag., 2022

Roadmap for edge AI: a Dagstuhl perspective.
Comput. Commun. Rev., 2022

The Many Faces of Edge Intelligence.
IEEE Access, 2022

Where Is My Tag? Unveiling Alternative Uses of the Apple FindMy Service.
Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

Accountable AI for Healthcare IoT Systems.
Proceedings of the 4th IEEE International Conference on Trust, 2022

Design Guidelines for Inclusive Speaker Verification Evaluation Datasets.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Bias Detection and Generalization in AI Algorithms on Edge for Autonomous Driving.
Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

Bias in Automated Speaker Recognition.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

Towards Trustworthy Edge Intelligence: Insights from Voice-Activated Services.
Proceedings of the IEEE International Conference on Services Computing, 2022

2021
Transfer Learning-Based Outdoor Position Recovery With Cellular Data.
IEEE Trans. Mob. Comput., 2021

Understanding the Working Time of Developers in IT Companies in China and the United States.
IEEE Softw., 2021

Revisiting the Arguments for Edge Computing Research.
IEEE Internet Comput., 2021

Driving forces for Multi-Access Edge Computing (MEC) IoT integration in 5G.
ICT Express, 2021

The mobility laws of location-based games.
EPJ Data Sci., 2021

Identifying Key Enablers in Edge Intelligence (Dagstuhl Seminar 21342).
Dagstuhl Reports, 2021

Roadmap for Edge AI: A Dagstuhl Perspective.
CoRR, 2021

SVEva Fair: A Framework for Evaluating Fairness in Speaker Verification.
CoRR, 2021

Design Considerations for Data Daemons: Co-creating Design Futures to Explore Ethical Personal Data Management.
CoRR, 2021

Trustworthy and Sustainable Edge AI: A Research Agenda.
Proceedings of the 3rd IEEE International Conference on Trust, 2021

Characterising the Role of Pre-Processing Parameters in Audio-based Embedded Machine Learning.
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

2020
IoT-KEEPER: Detecting Malicious IoT Network Activity Using Online Traffic Analysis at the Edge.
IEEE Trans. Netw. Serv. Manag., 2020

Enhancing the Internet of Things with Knowledge-Driven Software-Defined Networking Technology: Future Perspectives.
Sensors, 2020

Enabling Seamless Device Association with DevLoc using Light Bulb Networks for Indoor IoT Environments.
CoRR, 2020

6G White Paper on Edge Intelligence.
CoRR, 2020

Multimodal Co-Presence Detection with Varying Spatio-Temporal Granularity.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

DatEthics: Ethical Data-Centric Design of Intelligent Behaviour.
Proceedings of the MobileHCI '20: 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services: Expanding the Horizon of Mobile Interaction, 2020

DevLoc: Seamless Device Association using Light Bulb Networks for Indoor IoT Environments.
Proceedings of the Fifth IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2020

ECCO: Edge-Cloud Chaining and Orchestration Framework for Road Context Assessment.
Proceedings of the Fifth IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2020

Machine Learning Systems in the IoT: Trustworthiness Trade-offs for Edge Intelligence.
Proceedings of the 2nd IEEE International Conference on Cognitive Machine Intelligence, 2020

2019
Transfer Learning-Based Outdoor Position Recovery with Telco Data.
CoRR, 2019

Ethical Hacking for IoT Security: A First Look into Bug Bounty Programs and Responsible Disclosure.
CoRR, 2019

Practical Prediction of Human Movements Across Device Types and Spatiotemporal Granularities.
CoRR, 2019

LocalVLC: Augmenting Smart IoT Services with Practical Visible Light Communication.
Proceedings of the 20th IEEE International Symposium on "A World of Wireless, 2019

The Road Towards Private Proximity Services.
Proceedings of the 20th IEEE International Symposium on "A World of Wireless, 2019

Feasibility Study of Autonomous Drone-based IoT Device Management in Indoor Environments.
Proceedings of the ACM SIGCOMM 2019 Workshop on Mobile AirGround Edge Computing, 2019

Where Are You Going Next?: A Practical Multi-dimensional Look at Mobility Prediction.
Proceedings of the 22nd International ACM Conference on Modeling, 2019

Ethical hacking for boosting IoT vulnerability management: a first look into bug bounty programs and responsible disclosure.
Proceedings of the Eighth International Conference on Telecommunications and Remote Sensing, 2019

Enhancing Indoor IoT Communication with Visible Light and Ultrasound.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Edge Chaining Framework for Black Ice Road Fingerprinting.
Proceedings of the 2nd International Workshop on Edge Systems, Analytics and Networking, 2019

IoT Resource-aware Orchestration Framework for Edge Computing.
Proceedings of the 15th International Conference on emerging Networking EXperiments and Technologies, 2019

2018
Consolidate IoT Edge Computing with Lightweight Virtualization.
IEEE Netw., 2018

IoT-KEEPER: Securing IoT Communications in Edge Networks.
CoRR, 2018

5G Applications: Requirements, Challenges, and Outlook.
CoRR, 2018

Five Driving Forces of Multi-Access Edge Computing.
CoRR, 2018

Analyzing Mobility-Traffic Correlations in Large WLAN Traces: Flutes vs. Cellos.
CoRR, 2018

Real-Time IoT Device Activity Detection in Edge Networks.
Proceedings of the Network and System Security - 12th International Conference, 2018

Touchless Wireless Authentication via LocalVLC.
Proceedings of the 16th Annual International Conference on Mobile Systems, 2018

Empowering Cyber-Physical Systems with FADEX.
Proceedings of the 16th Annual International Conference on Mobile Systems, 2018

Flutes vs. Cellos: Analyzing Mobility-Traffic Correlations in Large WLAN Traces.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Opportunities for applications using 5G networks: requirements, challenges, and outlook.
Proceedings of the Seventh International Conference on Telecommunications and Remote Sensing, 2018

The Virtual Factory: Hologram-Enabled Control and Monitoring of Industrial IoT Devices.
Proceedings of the 2018 IEEE International Conference on Artificial Intelligence and Virtual Reality, 2018

2017
Securing Edge Networks with Securebox.
CoRR, 2017

Toward Secure Edge Networks: Taming Device-to-Device (D2D) Communication in IoT.
CoRR, 2017

Security and Privacy in Device-to-Device (D2D) Communication: A Review.
IEEE Commun. Surv. Tutorials, 2017

Enabling Fine-Grained Edge Offloading for IoT.
Proceedings of the Posters and Demos Proceedings of the Conference of the ACM Special Interest Group on Data Communication, 2017

FADES: Fine-Grained Edge Offloading with Unikernels.
Proceedings of the Workshop on Hot Topics in Container Networking and Networked Systems, 2017

Large-scale offloading in the Internet of Things.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Managing IoT at the Edge: The Case for BLE Beacons.
Proceedings of the 3rd Workshop on Experiences with the Design and Implementation of Smart Objects, 2017

Demo: iConfig: What I See Is What I Configure.
Proceedings of the 12th Workshop on Challenged Networks, 2017

IOTURVA: Securing Device-to-Device (D2D) Communication in IoT Networks.
Proceedings of the 12th Workshop on Challenged Networks, 2017

Poster: IoTURVA: Securing Device-to-Device Communications for IoT.
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

2016
P<sup>2</sup>hub private personal data hub for mobile devices: poster.
Proceedings of the 17th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2016

Demo Abstract: Securebox - A Platform to Safeguard Network Edge.
Proceedings of the IEEE/ACM Symposium on Edge Computing, 2016

Securebox: Toward Safer and Smarter IoT Networks.
Proceedings of the 2016 ACM Workshop on Cloud-Assisted Networking, 2016

2015
Demo: Cloud-based Security as a Service for Smart IoT Environments.
Proceedings of the 2015 Workshop on Wireless of the Students, 2015

Vision: Augmenting WiFi Offloading with An Open-source Collaborative Platform.
Proceedings of the 6th International Workshop on Mobile Cloud Computing and Services, 2015

Demo: An Open-source Software Defined Platform for Collaborative and Energy-aware WiFi Offloading.
Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 2015

2014
Software defined networking for security enhancement in wireless mobile networks.
Comput. Networks, 2014

Bridging the gap between internet standardization and networking research.
Comput. Commun. Rev., 2014

Poster: SoftOffload: a programmable approach toward collaborative mobile traffic offloading.
Proceedings of the 12th Annual International Conference on Mobile Systems, 2014

Software Defined 5G Mobile Backhaul.
Proceedings of the 1st International Conference on 5G for Ubiquitous Connectivity, 2014

2013
Toward network controlled IP traffic offloading.
IEEE Commun. Mag., 2013

CoSense: a collaborative sensing platform for mobile devices.
Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

Enabling energy-aware collaborative mobile data offloading for smartphones.
Proceedings of the 10th Annual IEEE International Conference on Sensing, 2013

Effect of Competing TCP Traffic on Interactive Real-Time Communication.
Proceedings of the Passive and Active Measurement - 14th International Conference, 2013

2012
Speeding up IPv6 transition: Discovering NAT64 and learning prefix for IPv6 address synthesis.
Proceedings of IEEE International Conference on Communications, 2012

Enabling energy-aware mobile data offloading for smartphones through vertical collaboration.
Proceedings of the 2012 ACM conference on CoNEXT student workshop, 2012

Harsh RED: Improving RED for Limited Aggregate Traffic.
Proceedings of the IEEE 26th International Conference on Advanced Information Networking and Applications, 2012


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