Aaron Yi Ding

According to our database, Aaron Yi Ding authored at least 91 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

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

Dewant Katare, David Solans Noguero, Souneil Park, Nicolas Kourtellis, Marijn Janssen, Aaron Yi Ding

CoRR, 2024

2023

Metaverse for Connected and Automated Vehicles and Intelligent Transportation Systems [From the Guest Editors].

Pengyuan Zhou, Lik-Hang Lee, Zhi Liu, Hang Qiu, Tristan Braud, Aaron Yi Ding, Sasu Tarkoma, Pan Hui

IEEE Veh. Technol. Mag., December, 2023

Tiny, Always-on, and Fragile: Bias Propagation through Design Choices in On-device Machine Learning Workflows.

Wiebke Toussaint Hutiri, Aaron Yi Ding, Fahim Kawsar, Akhil Mathur

ACM Trans. Softw. Eng. Methodol., November, 2023

DeepPick: A Deep Learning Approach to Unveil Outstanding Users With Public Attainable Features.

Wanda Li, Zhiwei Xu, Yi Sun, Qingyuan Gong, Yang Chen, Aaron Yi Ding, Xin Wang, Pan Hui

IEEE Trans. Knowl. Data Eng., 2023

Nimbus: Towards Latency-Energy Efficient Task Offloading for AR Services.

Vittorio Cozzolino, Leonardo Tonetto, Nitinder Mohan, Aaron Yi Ding, Jörg Ott

IEEE Trans. Cloud Comput., 2023

Social-Aware Federated Learning: Challenges and Opportunities in Collaborative Data Training.

Abdul-Rasheed Ottun, Pramod C. Mane, Zhigang Yin, Souvik Paul, Mohan Liyanage, Jason Pridmore, Aaron Yi Ding, Rajesh Sharma, Petteri Nurmi, Huber Flores

IEEE Internet Comput., 2023

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

Aaron Yi Ding, Eyal de Lara, Schahram Dustdar, Ella Peltonen, Tobias Meuser

Dagstuhl Reports, 2023

A Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services.

Dewant Katare, Diego Perino, Jari Nurmi, Martijn Warnier, Marijn Janssen, Aaron Yi Ding

IEEE Commun. Surv. Tutorials, 2023

Exploring CNN and XAI-based Approaches for Accountable MI Detection in the Context of IoT-enabled Emergency Communication Systems.

Helene Knof, Prachi Bagave, Michell Boerger, Nikolay Tcholtchev, Aaron Yi Ding

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.

Artur Geers, Aaron Yi Ding, Carlos Hernandez Gañán, Simon Parkin

Proceedings of the 2023 European Symposium on Usable Security, 2023

Energy-efficient Edge Approximation for Connected Vehicular Services.

Dewant Katare, Aaron Yi Ding

Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023

2022

Structural Hole Theory in Social Network Analysis: A Review.

Zihang Lin, Yuwei Zhang, Qingyuan Gong, Yang Chen, Atte Oksanen, Aaron Yi Ding

IEEE Trans. Comput. Soc. Syst., 2022

Contact duration: Intricacies of human mobility.

Leonardo Tonetto, Malintha Adikari, Nitinder Mohan, Aaron Yi Ding, Jörg Ott

Online Soc. Networks Media, 2022

AMSense: How Mobile Sensing Platforms Capture Pedestrian/Cyclist Spatiotemporal Properties in Cities.

Alphonse Vial, Winnie Daamen, Aaron Yi Ding, Bart van Arem, Serge P. Hoogendoorn

IEEE Intell. Transp. Syst. Mag., 2022

Roadmap for edge AI: a Dagstuhl perspective.

Aaron Yi Ding, Ella Peltonen, Tobias Meuser, Atakan Aral, Christian Becker, Schahram Dustdar, Thomas Hiessl, Dieter Kranzlmüller, Madhusanka Liyanage, Setareh Maghsudi, Nitinder Mohan, Jörg Ott, Jan S. Rellermeyer, Stefan Schulte, Henning Schulzrinne, Gürkan Solmaz, Sasu Tarkoma, Blesson Varghese, Lars C. Wolf

Comput. Commun. Rev., 2022

The Many Faces of Edge Intelligence.

Ella Peltonen, Ijaz Ahmad, Atakan Aral, Michele Capobianco, Aaron Yi Ding, Felipe J. Gil-Castiñeira, Ekaterina Gilman, Erkki Harjula, Marko Jurmu, Teemu Karvonen, Markus Kelanti, Teemu Leppänen, Lauri Lovén, Tommi Mikkonen, Nitinder Mohan, Petteri Nurmi, Susanna Pirttikangas, Pawel Sroka, Sasu Tarkoma, Tingting Yang

IEEE Access, 2022

Where Is My Tag? Unveiling Alternative Uses of the Apple FindMy Service.

Leonardo Tonetto, Andrea Carrara, Aaron Yi Ding, Jörg Ott

Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

Accountable AI for Healthcare IoT Systems.

Prachi Bagave, Marcus Westberg, Roel Dobbe, Marijn Janssen, Aaron Yi Ding

Proceedings of the 4th IEEE International Conference on Trust, 2022

Design Guidelines for Inclusive Speaker Verification Evaluation Datasets.

Wiebke Toussaint, Lauriane Gorce, Aaron Yi Ding

Proceedings of the Interspeech 2022, 2022

Bias Detection and Generalization in AI Algorithms on Edge for Autonomous Driving.

Dewant Katare, Nicolas Kourtellis, Souneil Park, Diego Perino, Marijn Janssen, Aaron Yi Ding

Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

Bias in Automated Speaker Recognition.

Wiebke Toussaint Hutiri, Aaron Yi Ding

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.

Wiebke Toussaint Hutiri, Aaron Yi Ding

Proceedings of the IEEE International Conference on Services Computing, 2022

2021

Transfer Learning-Based Outdoor Position Recovery With Cellular Data.

Yige Zhang, Aaron Yi Ding, Jörg Ott, Mingxuan Yuan, Jia Zeng, Kun Zhang, Weixiong Rao

IEEE Trans. Mob. Comput., 2021

Understanding the Working Time of Developers in IT Companies in China and the United States.

Jiayun Zhang, Yang Chen, Qingyuan Gong, Xin Wang, Aaron Yi Ding, Yu Xiao, Pan Hui

IEEE Softw., 2021

Revisiting the Arguments for Edge Computing Research.

Blesson Varghese, Eyal de Lara, Aaron Yi Ding, Cheol-Ho Hong, Flavio Bonomi, Schahram Dustdar, Paul Harvey, Peter Hewkin, Weisong Shi, Mark Thiele, Peter Willis

IEEE Internet Comput., 2021

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

Madhusanka Liyanage, Pawani Porambage, Aaron Yi Ding, Anshuman Kalla

ICT Express, 2021

The mobility laws of location-based games.

Leonardo Tonetto, Eemil Lagerspetz, Aaron Yi Ding, Jörg Ott, Sasu Tarkoma, Petteri Nurmi

EPJ Data Sci., 2021

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

Aaron Yi Ding, Ella Peltonen, Sasu Tarkoma, Lars C. Wolf

Dagstuhl Reports, 2021

Roadmap for Edge AI: A Dagstuhl Perspective.

Aaron Yi Ding, Ella Peltonen, Tobias Meuser, Atakan Aral, Christian Becker, Schahram Dustdar, Thomas Hiessl, Dieter Kranzlmüller, Madhusanka Liyanage, Setareh Magshudi, Nitinder Mohan, Jörg Ott, Jan S. Rellermeyer, Stefan Schulte, Henning Schulzrinne, Gürkan Solmaz, Sasu Tarkoma, Blesson Varghese, Lars C. Wolf

CoRR, 2021

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

Wiebke Toussaint, Aaron Yi Ding

CoRR, 2021

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

Wiebke Toussaint, Alejandra Gómez Ortega, Jered Vroon, Julian Harty, Gürkan Solmaz, Olya Kudina, Ella Peltonen, Jacky Bourgeois, Aaron Yi Ding

CoRR, 2021

Trustworthy and Sustainable Edge AI: A Research Agenda.

Aaron Yi Ding, Marijn Janssen, Jon Crowcroft

Proceedings of the 3rd IEEE International Conference on Trust, 2021

Characterising the Role of Pre-Processing Parameters in Audio-based Embedded Machine Learning.

Wiebke Toussaint, Akhil Mathur, Aaron Yi Ding, Fahim Kawsar

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.

Ibbad Hafeez, Markku Antikainen, Aaron Yi Ding, Sasu Tarkoma

IEEE Trans. Netw. Serv. Manag., 2020

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

Yuhong Li, Xiang Su, Aaron Yi Ding, Anders Lindgren, Xiaoli Liu, Christian Prehofer, Jukka Riekki, Rahim Rahmani, Sasu Tarkoma, Pan Hui

Sensors, 2020

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

Michael Haus, Jörg Ott, Aaron Yi Ding

CoRR, 2020

6G White Paper on Edge Intelligence.

Ella Peltonen, Mehdi Bennis, Michele Capobianco, Mérouane Debbah, Aaron Yi Ding, Felipe J. Gil-Castiñeira, Marko Jurmu, Teemu Karvonen, Markus Kelanti, Adrian Kliks, Teemu Leppänen, Lauri Lovén, Tommi Mikkonen, Ashwin Rao, Sumudu Samarakoon, Kari Seppänen, Pawel Sroka, Sasu Tarkoma, Tingting Yang

CoRR, 2020

Multimodal Co-Presence Detection with Varying Spatio-Temporal Granularity.

Michael Haus, Aaron Yi Ding, Jörg Ott

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

DatEthics: Ethical Data-Centric Design of Intelligent Behaviour.

Jacky Bourgeois, Jered Vroon, Aaron Yi Ding, Ella Peltonen

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.

Michael Haus, Jörg Ott, Aaron Yi Ding

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.

Vittorio Cozzolino, Jörg Ott, Aaron Yi Ding, Richard Mortier

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.

Wiebke Toussaint, Aaron Yi Ding

Proceedings of the 2nd IEEE International Conference on Cognitive Machine Intelligence, 2020

2019

Transfer Learning-Based Outdoor Position Recovery with Telco Data.

Yige Zhang, Aaron Yi Ding, Jörg Ott, Mingxuan Yuan, Jia Zeng, Kun Zhang, Weixiong Rao

CoRR, 2019

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

Aaron Yi Ding, Gianluca Limon De Jesus, Marijn Janssen

CoRR, 2019

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

Babak Alipour, Leonardo Tonetto, Roozbeh Ketabi, Aaron Yi Ding, Jörg Ott, Ahmed Helmy

CoRR, 2019

LocalVLC: Augmenting Smart IoT Services with Practical Visible Light Communication.

Michael Haus, Aaron Yi Ding, Jörg Ott

Proceedings of the 20th IEEE International Symposium on "A World of Wireless, 2019

The Road Towards Private Proximity Services.

Michael Haus, Aaron Yi Ding, Jörg Ott

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.

Michael Haus, Jan Krol, Aaron Yi Ding, Jörg Ott

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.

Babak Alipour, Leonardo Tonetto, Roozbeh Ketabi, Aaron Yi Ding, Jörg Ott, Ahmed Helmy

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.

Aaron Yi Ding, Gianluca Limon De Jesus, Marijn Janssen

Proceedings of the Eighth International Conference on Telecommunications and Remote Sensing, 2019

Enhancing Indoor IoT Communication with Visible Light and Ultrasound.

Michael Haus, Aaron Yi Ding, Qing Wang, Juhani Toivonen, Leonardo Tonetto, Sasu Tarkoma, Jörg Ott

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Edge Chaining Framework for Black Ice Road Fingerprinting.

Vittorio Cozzolino, Aaron Yi Ding, Jörg Ott

Proceedings of the 2nd International Workshop on Edge Systems, Analytics and Networking, 2019

IoT Resource-aware Orchestration Framework for Edge Computing.

Niket Agrawal, Jan S. Rellermeyer, Aaron Yi Ding

Proceedings of the 15th International Conference on emerging Networking EXperiments and Technologies, 2019

2018

Consolidate IoT Edge Computing with Lightweight Virtualization.

Roberto Morabito, Vittorio Cozzolino, Aaron Yi Ding, Nicklas Beijar, Jörg Ott

IEEE Netw., 2018

IoT-KEEPER: Securing IoT Communications in Edge Networks.

Ibbad Hafeez, Markku Antikainen, Aaron Yi Ding, Sasu Tarkoma

CoRR, 2018

5G Applications: Requirements, Challenges, and Outlook.

Aaron Yi Ding, Marijn Janssen

CoRR, 2018

Five Driving Forces of Multi-Access Edge Computing.

Madhusanka Liyanage, Pawani Porambage, Aaron Yi Ding

CoRR, 2018

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

Babak Alipour, Leonardo Tonetto, Aaron Yi Ding, Roozbeh Ketabi, Jörg Ott, Ahmed Helmy

CoRR, 2018

Real-Time IoT Device Activity Detection in Edge Networks.

Ibbad Hafeez, Aaron Yi Ding, Markku Antikainen, Sasu Tarkoma

Proceedings of the Network and System Security - 12th International Conference, 2018

Touchless Wireless Authentication via LocalVLC.

Michael Haus, Aaron Yi Ding, Chenren Xu, Jörg Ott

Proceedings of the 16th Annual International Conference on Mobile Systems, 2018

Empowering Cyber-Physical Systems with FADEX.

Vittorio Cozzolino, Aaron Yi Ding, Ardalan Amiri Sani, Richard Mortier, Dirk Kutscher, Jörg Ott

Proceedings of the 16th Annual International Conference on Mobile Systems, 2018

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

Babak Alipour, Leonardo Tonetto, Aaron Yi Ding, Roozbeh Ketabi, Jörg Ott, Ahmed Helmy

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Opportunities for applications using 5G networks: requirements, challenges, and outlook.

Aaron Yi Ding, Marijn Janssen

Proceedings of the Seventh International Conference on Telecommunications and Remote Sensing, 2018

The Virtual Factory: Hologram-Enabled Control and Monitoring of Industrial IoT Devices.

Vittorio Cozzolino, Oleksii Moroz, Aaron Yi Ding

Proceedings of the 2018 IEEE International Conference on Artificial Intelligence and Virtual Reality, 2018

2017

Securing Edge Networks with Securebox.

Ibbad Hafeez, Aaron Yi Ding, Sasu Tarkoma

CoRR, 2017

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

Ibbad Hafeez, Aaron Yi Ding, Markku Antikainen, Sasu Tarkoma

CoRR, 2017

Security and Privacy in Device-to-Device (D2D) Communication: A Review.

Michael Haus, Muhammad Waqas, Aaron Yi Ding, Yong Li, Sasu Tarkoma, Jörg Ott

IEEE Commun. Surv. Tutorials, 2017

Enabling Fine-Grained Edge Offloading for IoT.

Vittorio Cozzolino, Aaron Yi Ding, Jörg Ott, Dirk Kutscher

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.

Vittorio Cozzolino, Aaron Yi Ding, Jörg Ott

Proceedings of the Workshop on Hot Topics in Container Networking and Networked Systems, 2017

Large-scale offloading in the Internet of Things.

Huber Flores, Xiang Su, Vassilis Kostakos, Aaron Yi Ding, Petteri Nurmi, Sasu Tarkoma, Pan Hui, Yong Li

Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Managing IoT at the Edge: The Case for BLE Beacons.

Michael Haus, Aaron Yi Ding, Jörg Ott

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.

Michael Haus, Aaron Yi Ding, Pan Hui, Jörg Ott

Proceedings of the 12th Workshop on Challenged Networks, 2017

IOTURVA: Securing Device-to-Device (D2D) Communication in IoT Networks.

Ibbad Hafeez, Aaron Yi Ding, Sasu Tarkoma

Proceedings of the 12th Workshop on Challenged Networks, 2017

Poster: IoTURVA: Securing Device-to-Device Communications for IoT.

Ibbad Hafeez, Aaron Yi Ding, Markku Antikainen, Sasu Tarkoma

Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

2016

P²hub private personal data hub for mobile devices: poster.

Michael Haus, Vittorio Cozzolino, Aaron Yi Ding, Jörg Ott

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

Demo Abstract: Securebox - A Platform to Safeguard Network Edge.

Ibbad Hafeez, Aaron Yi Ding, Lauri Suomalainen, Sasu Tarkoma

Proceedings of the IEEE/ACM Symposium on Edge Computing, 2016

Securebox: Toward Safer and Smarter IoT Networks.

Ibbad Hafeez, Aaron Yi Ding, Lauri Suomalainen, Alexey Kirichenko, Sasu Tarkoma

Proceedings of the 2016 ACM Workshop on Cloud-Assisted Networking, 2016

2015

Demo: Cloud-based Security as a Service for Smart IoT Environments.

Ibbad Hafeez, Aaron Yi Ding, Lauri Suomalainen, Seppo Hätönen, Valtteri Niemi, Sasu Tarkoma

Proceedings of the 2015 Workshop on Wireless of the Students, 2015

Vision: Augmenting WiFi Offloading with An Open-source Collaborative Platform.

Aaron Yi Ding, Yanhe Liu, Sasu Tarkoma, Hannu Flinck, Henning Schulzrinne, Jon Crowcroft

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.

Aaron Yi Ding, Yanhe Liu, Sasu Tarkoma, Hannu Flinck, Jon Crowcroft

Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 2015

2014

Software defined networking for security enhancement in wireless mobile networks.

Aaron Yi Ding, Jon Crowcroft, Sasu Tarkoma, Hannu Flinck

Comput. Networks, 2014

Bridging the gap between internet standardization and networking research.

Aaron Yi Ding, Jouni Korhonen, Teemu Savolainen, Markku Kojo, Jörg Ott, Sasu Tarkoma, Jon Crowcroft

Comput. Commun. Rev., 2014

Poster: SoftOffload: a programmable approach toward collaborative mobile traffic offloading.

Aaron Yi Ding, Jon Crowcroft, Sasu Tarkoma

Proceedings of the 12th Annual International Conference on Mobile Systems, 2014

Software Defined 5G Mobile Backhaul.

José Costa-Requena, Raimo Kantola, Aaron Yi Ding, Jukka Manner, Yanhe Liu, Sasu Tarkoma

Proceedings of the 1st International Conference on 5G for Ubiquitous Connectivity, 2014

2013

Toward network controlled IP traffic offloading.

Jouni Korhonen, Teemu Savolainen, Aaron Yi Ding, Markku Kojo

IEEE Commun. Mag., 2013

CoSense: a collaborative sensing platform for mobile devices.

Samuli Hemminki, Kai Zhao, Aaron Yi Ding, Martti Rannanjärvi, Sasu Tarkoma, Petteri Nurmi

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

Enabling energy-aware collaborative mobile data offloading for smartphones.

Aaron Yi Ding, Bo Han, Yu Xiao, Pan Hui, Aravind Srinivasan, Markku Kojo, Sasu Tarkoma

Proceedings of the 10th Annual IEEE International Conference on Sensing, 2013

Effect of Competing TCP Traffic on Interactive Real-Time Communication.

Ilpo Järvinen, Binoy Chemmagate, Aaron Yi Ding, Laila Daniel, Markus Isomäki, Jouni Korhonen, Markku Kojo

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.

Aaron Yi Ding, Teemu Savolainen, Jouni Korhonen, Markku Kojo

Proceedings of IEEE International Conference on Communications, 2012

Enabling energy-aware mobile data offloading for smartphones through vertical collaboration.

Aaron Yi Ding, Pan Hui, Markku Kojo, Sasu Tarkoma

Proceedings of the 2012 ACM conference on CoNEXT student workshop, 2012

Harsh RED: Improving RED for Limited Aggregate Traffic.

Ilpo Järvinen, Aaron Yi Ding, Aki Nyrhinen, Markku Kojo

Proceedings of the IEEE 26th International Conference on Advanced Information Networking and Applications, 2012