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ORCIDAaron Yi Ding
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- affiliation: TU Delft, The Netherlands
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Journal Articles
- 2024
[j25]Tobias Meuser
, Lauri Lovén, Monowar H. Bhuyan, Shishir G. Patil, Schahram Dustdar, Atakan Aral, Suzan Bayhan, Christian Becker, Eyal de Lara, Aaron Yi Ding, Janick Edinger, James Gross, Nitinder Mohan, Andy D. Pimentel, Etienne Rivière, Henning Schulzrinne, Pieter Simoens, Gürkan Solmaz, Michael Welzl:
Revisiting Edge AI: Opportunities and Challenges. IEEE Internet Comput. 28(4): 49-59 (2024)- [j24]Hans Jakob Damsgaard, Antoine Grenier, Dewant Katare, Zain Taufique, Salar Shakibhamedan, Tiago Troccoli, Georgios Chatzitsompanis, Anil Kanduri, Aleksandr Ometov, Aaron Yi Ding, Nima Taherinejad, Georgios Karakonstantis, Roger F. Woods, Jari Nurmi:
Adaptive approximate computing in edge AI and IoT applications: A review. J. Syst. Archit. 150: 103114 (2024) - 2023
- [j23]Dewant Katare, Diego Perino, Jari Nurmi, Martijn Warnier, Marijn Janssen, Aaron Yi Ding:
A Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services. IEEE Commun. Surv. Tutorials 25(4): 2714-2754 (2023) - [j22]Abdul-Rasheed Ottun, Pramod C. Mane, Zhigang Yin, Souvik Paul, Mohan Liyanage, Jason Pridmore, Aaron Yi Ding, Rajesh Sharma, Petteri Nurmi, Huber Flores:
Social-Aware Federated Learning: Challenges and Opportunities in Collaborative Data Training. IEEE Internet Comput. 27(2): 36-44 (2023) - [j21]Vittorio Cozzolino, Leonardo Tonetto, Nitinder Mohan, Aaron Yi Ding, Jörg Ott:
Nimbus: Towards Latency-Energy Efficient Task Offloading for AR Services. IEEE Trans. Cloud Comput. 11(2): 1530-1545 (2023) - [j20]Wanda Li, Zhiwei Xu, Yi Sun, Qingyuan Gong, Yang Chen, Aaron Yi Ding, Xin Wang, Pan Hui:
DeepPick: A Deep Learning Approach to Unveil Outstanding Users With Public Attainable Features. IEEE Trans. Knowl. Data Eng. 35(1): 291-306 (2023) - [j19]Wiebke Toussaint Hutiri, Aaron Yi Ding, Fahim Kawsar, Akhil Mathur:
Tiny, Always-on, and Fragile: Bias Propagation through Design Choices in On-device Machine Learning Workflows. ACM Trans. Softw. Eng. Methodol. 32(6): 155:1-155:37 (2023) - [j18]Pengyuan Zhou, Lik-Hang Lee, Zhi Liu, Hang Qiu, Tristan Braud, Aaron Yi Ding, Sasu Tarkoma, Pan Hui:
Metaverse for Connected and Automated Vehicles and Intelligent Transportation Systems [From the Guest Editors]. IEEE Veh. Technol. Mag. 18(4): 19-21 (2023) - 2022
- [j17]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:
The Many Faces of Edge Intelligence. IEEE Access 10: 104769-104782 (2022) - [j16]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:
Roadmap for edge AI: a Dagstuhl perspective. Comput. Commun. Rev. 52(1): 28-33 (2022) - [j15]Alphonse Vial, Winnie Daamen, Aaron Yi Ding, Bart van Arem, Serge P. Hoogendoorn:
AMSense: How Mobile Sensing Platforms Capture Pedestrian/Cyclist Spatiotemporal Properties in Cities. IEEE Intell. Transp. Syst. Mag. 14(1): 29-43 (2022) - [j14]Leonardo Tonetto, Malintha Adikari, Nitinder Mohan, Aaron Yi Ding, Jörg Ott:
Contact duration: Intricacies of human mobility. Online Soc. Networks Media 28: 100196 (2022) - [j13]Zihang Lin, Yuwei Zhang, Qingyuan Gong, Yang Chen, Atte Oksanen, Aaron Yi Ding:
Structural Hole Theory in Social Network Analysis: A Review. IEEE Trans. Comput. Soc. Syst. 9(3): 724-739 (2022) - 2021
- [j12]Leonardo Tonetto, Eemil Lagerspetz, Aaron Yi Ding, Jörg Ott, Sasu Tarkoma, Petteri Nurmi:
The mobility laws of location-based games. EPJ Data Sci. 10(1): 10 (2021) - [j11]Madhusanka Liyanage, Pawani Porambage, Aaron Yi Ding, Anshuman Kalla:
Driving forces for Multi-Access Edge Computing (MEC) IoT integration in 5G. ICT Express 7(2): 127-137 (2021) - [j10]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:
Revisiting the Arguments for Edge Computing Research. IEEE Internet Comput. 25(5): 36-42 (2021) - [j9]Jiayun Zhang, Yang Chen, Qingyuan Gong, Xin Wang, Aaron Yi Ding, Yu Xiao, Pan Hui:
Understanding the Working Time of Developers in IT Companies in China and the United States. IEEE Softw. 38(2): 96-106 (2021) - [j8]Yige Zhang, Aaron Yi Ding, Jörg Ott, Mingxuan Yuan, Jia Zeng, Kun Zhang, Weixiong Rao:
Transfer Learning-Based Outdoor Position Recovery With Cellular Data. IEEE Trans. Mob. Comput. 20(5): 2094-2110 (2021) - 2020
- [j7]Yuhong Li, Xiang Su, Aaron Yi Ding, Anders Lindgren, Xiaoli Liu, Christian Prehofer, Jukka Riekki, Rahim Rahmani, Sasu Tarkoma, Pan Hui:
Enhancing the Internet of Things with Knowledge-Driven Software-Defined Networking Technology: Future Perspectives. Sensors 20(12): 3459 (2020) - [j6]Ibbad Hafeez, Markku Antikainen, Aaron Yi Ding, Sasu Tarkoma:
IoT-KEEPER: Detecting Malicious IoT Network Activity Using Online Traffic Analysis at the Edge. IEEE Trans. Netw. Serv. Manag. 17(1): 45-59 (2020) - 2018
- [j5]Roberto Morabito, Vittorio Cozzolino, Aaron Yi Ding, Nicklas Beijar, Jörg Ott:
Consolidate IoT Edge Computing with Lightweight Virtualization. IEEE Netw. 32(1): 102-111 (2018) - 2017
- [j4]Michael Haus, Muhammad Waqas, Aaron Yi Ding, Yong Li, Sasu Tarkoma, Jörg Ott:
Security and Privacy in Device-to-Device (D2D) Communication: A Review. IEEE Commun. Surv. Tutorials 19(2): 1054-1079 (2017) - 2014
- [j3]Aaron Yi Ding, Jouni Korhonen, Teemu Savolainen, Markku Kojo, Jörg Ott, Sasu Tarkoma, Jon Crowcroft:
Bridging the gap between internet standardization and networking research. Comput. Commun. Rev. 44(1): 56-62 (2014) - [j2]Aaron Yi Ding, Jon Crowcroft, Sasu Tarkoma, Hannu Flinck:
Software defined networking for security enhancement in wireless mobile networks. Comput. Networks 66: 94-101 (2014) - 2013
- [j1]Jouni Korhonen, Teemu Savolainen, Aaron Yi Ding, Markku Kojo:
Toward network controlled IP traffic offloading. IEEE Commun. Mag. 51(3): 96-102 (2013)
Conference and Workshop Papers
- 2024
- [c56]Berend Kloeg, Aaron Yi Ding, Sjoerd Pellegrom, Yury Zhauniarovich:
Charting the Path to SBOM Adoption: A Business Stakeholder-Centric Approach. AsiaCCS 2024 - [c55]Sam Leroux, Dewant Katare, Aaron Yi Ding, Pieter Simoens:
Test-time Specialization of Dynamic Neural Networks. CVPR Workshops 2024: 1048-1056 - [c54]Mengying Zhou, Yang Chen, Shihan Lin, Xin Wang, Bingyang Liu, Aaron Yi Ding:
Dissecting the Applicability of HTTP/3 in Content Delivery Networks. ICDCS 2024: 936-946 - [c53]Abdul-Rasheed Ottun, Rasinthe Marasinghe, Toluwani Elemosho, Mohan Liyanage, Mohamad Ragab, Prachi Bagave, Marcus Westberg, Mehrdad Asadi, Michell Boerger, Chamara Sandeepa, Thulitha Senevirathna, Bartlomiej Siniarski, Madhusanka Liyanage, Vinh Hoa La, Manh-Dung Nguyen, Edgardo Montes de Oca, Tessa Oomen, João Fernando Ferreira Gonçalves, Illija Tanaskovic, Sasa Klopanovic, Nicolas Kourtellis, Claudio Soriente, Jason Pridmore, Ana Rosa Cavalli, Drasko Draskovic, Samuel Marchal, Shen Wang, David Solans Noguero, Nikolay Tcholtchev, Aaron Yi Ding, Huber Flores:
The SPATIAL Architecture: Design and Development Experiences from Gauging and Monitoring the AI Inference Capabilities of Modern Applications. ICDCS 2024: 947-959 - [c52]Abdul-Rasheed Ottun, Rasinthe Marasinghe, Toluwani Elemosho, Mohan Liyanage, Ashfaq Hussain Ahmed, Michell Boerger, Chamara Sandeepa, Thulitha Senevirathna, Vinh Hoa La, Manh-Dung Nguyen, Claudio Soriente, Samuel Marchal, Shen Wang, David Solans Noguero, Nikolay Tcholtchev, Aaron Yi Ding, Huber Flores:
SPATIAL: Practical AI Trustworthiness with Human Oversight. ICDCS 2024: 1427-1430 - 2023
- [c51]Dewant Katare, Aaron Yi Ding:
Energy-efficient Edge Approximation for Connected Vehicular Services. CISS 2023: 1-6 - [c50]Artur Geers, Aaron Yi Ding, Carlos Hernandez Gañán, Simon Parkin:
Lessons in Prevention and Cure: A User Study of Recovery from Flubot Smartphone Malware. EuroUSEC 2023: 126-142 - [c49]Helene Knof, Prachi Bagave, Michell Boerger, Nikolay Tcholtchev, Aaron Yi Ding:
Exploring CNN and XAI-based Approaches for Accountable MI Detection in the Context of IoT-enabled Emergency Communication Systems. IoT 2023: 50-57 - 2022
- [c48]Wiebke Toussaint Hutiri, Aaron Yi Ding:
Towards Trustworthy Edge Intelligence: Insights from Voice-Activated Services. SCC 2022: 239-248 - [c47]Wiebke Toussaint Hutiri, Aaron Yi Ding:
Bias in Automated Speaker Recognition. FAccT 2022: 230-247 - [c46]Dewant Katare, Nicolas Kourtellis, Souneil Park, Diego Perino, Marijn Janssen, Aaron Yi Ding:
Bias Detection and Generalization in AI Algorithms on Edge for Autonomous Driving. SEC 2022: 342-348 - [c45]Wiebke Toussaint, Lauriane Gorce, Aaron Yi Ding:
Design Guidelines for Inclusive Speaker Verification Evaluation Datasets. INTERSPEECH 2022: 1293-1297 - [c44]Prachi Bagave, Marcus Westberg, Roel Dobbe, Marijn Janssen, Aaron Yi Ding:
Accountable AI for Healthcare IoT Systems. TPS-ISA 2022: 20-28 - [c43]Leonardo Tonetto, Andrea Carrara, Aaron Yi Ding, Jörg Ott:
Where Is My Tag? Unveiling Alternative Uses of the Apple FindMy Service. WoWMoM 2022: 396-405 - 2021
- [c42]Wiebke Toussaint, Akhil Mathur, Aaron Yi Ding, Fahim Kawsar:
Characterising the Role of Pre-Processing Parameters in Audio-based Embedded Machine Learning. SenSys 2021: 439-445 - [c41]Aaron Yi Ding, Marijn Janssen, Jon Crowcroft:
Trustworthy and Sustainable Edge AI: A Research Agenda. TPS-ISA 2021: 164-172 - 2020
- [c40]Wiebke Toussaint, Aaron Yi Ding:
Machine Learning Systems in the IoT: Trustworthiness Trade-offs for Edge Intelligence. CogMI 2020: 177-184 - [c39]Vittorio Cozzolino, Jörg Ott, Aaron Yi Ding, Richard Mortier:
ECCO: Edge-Cloud Chaining and Orchestration Framework for Road Context Assessment. IoTDI 2020: 223-230 - [c38]Michael Haus, Jörg Ott, Aaron Yi Ding:
DevLoc: Seamless Device Association using Light Bulb Networks for Indoor IoT Environments. IoTDI 2020: 231-237 - [c37]Jacky Bourgeois, Jered Vroon, Aaron Yi Ding, Ella Peltonen:
DatEthics: Ethical Data-Centric Design of Intelligent Behaviour. MobileHCI (Extended Abstracts) 2020: 47:1-47:3 - [c36]Michael Haus, Aaron Yi Ding, Jörg Ott:
Multimodal Co-Presence Detection with Varying Spatio-Temporal Granularity. PerCom Workshops 2020: 1-7 - 2019
- [c35]Niket Agrawal, Jan S. Rellermeyer, Aaron Yi Ding:
IoT Resource-aware Orchestration Framework for Edge Computing. CoNEXT Companion 2019: 62-64 - [c34]Vittorio Cozzolino, Aaron Yi Ding, Jörg Ott:
Edge Chaining Framework for Black Ice Road Fingerprinting. EdgeSys@EuroSys 2019: 42-47 - [c33]Michael Haus, Aaron Yi Ding, Qing Wang, Juhani Toivonen, Leonardo Tonetto, Sasu Tarkoma, Jörg Ott:
Enhancing Indoor IoT Communication with Visible Light and Ultrasound. ICC 2019: 1-6 - [c32]Aaron Yi Ding, Gianluca Limon De Jesus, Marijn Janssen:
Ethical hacking for boosting IoT vulnerability management: a first look into bug bounty programs and responsible disclosure. ICTRS 2019: 49-55 - [c31]Babak Alipour, Leonardo Tonetto, Roozbeh Ketabi, Aaron Yi Ding, Jörg Ott, Ahmed Helmy:
Where Are You Going Next?: A Practical Multi-dimensional Look at Mobility Prediction. MSWiM 2019: 5-12 - [c30]Michael Haus, Jan Krol, Aaron Yi Ding, Jörg Ott:
Feasibility Study of Autonomous Drone-based IoT Device Management in Indoor Environments. MAGESys@SIGCOMM 2019: 1-7 - [c29]Michael Haus, Aaron Yi Ding, Jörg Ott:
The Road Towards Private Proximity Services. WOWMOM 2019: 1-3 - [c28]Michael Haus, Aaron Yi Ding, Jörg Ott:
LocalVLC: Augmenting Smart IoT Services with Practical Visible Light Communication. WOWMOM 2019: 1-9 - 2018
- [c27]Vittorio Cozzolino, Oleksii Moroz, Aaron Yi Ding:
The Virtual Factory: Hologram-Enabled Control and Monitoring of Industrial IoT Devices. AIVR 2018: 120-123 - [c26]Aaron Yi Ding, Marijn Janssen:
Opportunities for applications using 5G networks: requirements, challenges, and outlook. ICTRS 2018: 27-34 - [c25]Babak Alipour, Leonardo Tonetto, Aaron Yi Ding, Roozbeh Ketabi, Jörg Ott, Ahmed Helmy:
Flutes vs. Cellos: Analyzing Mobility-Traffic Correlations in Large WLAN Traces. INFOCOM 2018: 1637-1645 - [c24]Michael Haus, Aaron Yi Ding, Chenren Xu, Jörg Ott:
Touchless Wireless Authentication via LocalVLC. MobiSys 2018: 531 - [c23]Vittorio Cozzolino, Aaron Yi Ding, Ardalan Amiri Sani, Richard Mortier, Dirk Kutscher, Jörg Ott:
Empowering Cyber-Physical Systems with FADEX. MobiSys 2018: 537 - [c22]Ibbad Hafeez, Aaron Yi Ding, Markku Antikainen, Sasu Tarkoma:
Real-Time IoT Device Activity Detection in Edge Networks. NSS 2018: 221-236 - 2017
- [c21]Ibbad Hafeez, Aaron Yi Ding, Sasu Tarkoma:
IOTURVA: Securing Device-to-Device (D2D) Communication in IoT Networks. CHANTS@MOBICOM 2017: 1-6 - [c20]Michael Haus, Aaron Yi Ding, Pan Hui, Jörg Ott:
Demo: iConfig: What I See Is What I Configure. CHANTS@MOBICOM 2017: 29-31 - [c19]Michael Haus, Aaron Yi Ding, Jörg Ott:
Managing IoT at the Edge: The Case for BLE Beacons. SmartObjects@MobiCom 2017: 41-46 - [c18]Ibbad Hafeez, Aaron Yi Ding, Markku Antikainen, Sasu Tarkoma:
Poster: IoTURVA: Securing Device-to-Device Communications for IoT. MobiCom 2017: 552-554 - [c17]Huber Flores, Xiang Su, Vassilis Kostakos, Aaron Yi Ding, Petteri Nurmi, Sasu Tarkoma, Pan Hui, Yong Li:
Large-scale offloading in the Internet of Things. PerCom Workshops 2017: 479-484 - [c16]Vittorio Cozzolino, Aaron Yi Ding, Jörg Ott:
FADES: Fine-Grained Edge Offloading with Unikernels. HotConNet@SIGCOMM 2017: 36-41 - [c15]Vittorio Cozzolino, Aaron Yi Ding, Jörg Ott, Dirk Kutscher:
Enabling Fine-Grained Edge Offloading for IoT. SIGCOMM Posters and Demos 2017: 124-126 - 2016
- [c14]Ibbad Hafeez, Aaron Yi Ding, Lauri Suomalainen, Alexey Kirichenko, Sasu Tarkoma:
Securebox: Toward Safer and Smarter IoT Networks. CAN@CoNEXT 2016: 55-60 - [c13]Ibbad Hafeez, Aaron Yi Ding, Lauri Suomalainen, Sasu Tarkoma:
Demo Abstract: Securebox - A Platform to Safeguard Network Edge. SEC 2016: 117-118 - [c12]Michael Haus, Vittorio Cozzolino, Aaron Yi Ding, Jörg Ott:
P2hub private personal data hub for mobile devices: poster. MobiHoc 2016: 377-378 - 2015
- [c11]Ibbad Hafeez, Aaron Yi Ding, Lauri Suomalainen, Seppo Hätönen, Valtteri Niemi, Sasu Tarkoma:
Demo: Cloud-based Security as a Service for Smart IoT Environments. S3@MobiCom 2015: 20 - [c10]Aaron Yi Ding, Yanhe Liu, Sasu Tarkoma, Hannu Flinck, Henning Schulzrinne, Jon Crowcroft:
Vision: Augmenting WiFi Offloading with An Open-source Collaborative Platform. MCS@MobiCom 2015: 44-48 - [c9]Aaron Yi Ding, Yanhe Liu, Sasu Tarkoma, Hannu Flinck, Jon Crowcroft:
Demo: An Open-source Software Defined Platform for Collaborative and Energy-aware WiFi Offloading. MobiCom 2015: 182-184 - 2014
- [c8]José Costa-Requena, Raimo Kantola, Aaron Yi Ding, Jukka Manner, Yanhe Liu, Sasu Tarkoma:
Software Defined 5G Mobile Backhaul. 5GU 2014: 258-263 - [c7]Aaron Yi Ding, Jon Crowcroft, Sasu Tarkoma:
Poster: SoftOffload: a programmable approach toward collaborative mobile traffic offloading. MobiSys 2014: 368 - 2013
- [c6]Ilpo Järvinen, Binoy Chemmagate, Aaron Yi Ding, Laila Daniel, Markus Isomäki, Jouni Korhonen, Markku Kojo:
Effect of Competing TCP Traffic on Interactive Real-Time Communication. PAM 2013: 94-103 - [c5]Aaron Yi Ding, Bo Han, Yu Xiao, Pan Hui, Aravind Srinivasan, Markku Kojo, Sasu Tarkoma:
Enabling energy-aware collaborative mobile data offloading for smartphones. SECON 2013: 487-495 - [c4]Samuli Hemminki, Kai Zhao, Aaron Yi Ding, Martti Rannanjärvi, Sasu Tarkoma, Petteri Nurmi:
CoSense: a collaborative sensing platform for mobile devices. SenSys 2013: 34:1-34:2 - 2012
- [c3]Ilpo Järvinen, Aaron Yi Ding, Aki Nyrhinen, Markku Kojo:
Harsh RED: Improving RED for Limited Aggregate Traffic. AINA 2012: 832-840 - [c2]Aaron Yi Ding, Pan Hui, Markku Kojo, Sasu Tarkoma:
Enabling energy-aware mobile data offloading for smartphones through vertical collaboration. StudentWorkshop@CoNEXT 2012: 27-28 - [c1]Aaron Yi Ding, Teemu Savolainen, Jouni Korhonen, Markku Kojo:
Speeding up IPv6 transition: Discovering NAT64 and learning prefix for IPv6 address synthesis. ICC 2012: 6862-6868
Editorship
- 2023
- [e5]Nobuo Kawaguchi, Keiichi Yasumoto, Till Riedel, Aaron Yi Ding:
Proceedings of the 13th International Conference on the Internet of Things, IoT 2023, Nagoya, Japan, November 7-10, 2023. ACM 2023 [contents] - 2022
- [e4]Aaron Yi Ding, Volker Hilt:
EdgeSys@EuroSys 2022: Proceedings of the 5th International Workshop on Edge Systems, Analytics and Networking, Rennes, France, April 5 - 8, 2022. ACM 2022, ISBN 978-1-4503-9253-2 [contents] - 2021
- [e3]Aaron Yi Ding, Richard Mortier:
EdgeSys@EuroSys 2021: 4th International Workshop on Edge Systems, Analytics and Networking, Online Event, United Kingdom, April 26, 2021. ACM 2021, ISBN 978-1-4503-8291-5 [contents] - 2020
- [e2]Aaron Yi Ding, Richard Mortier:
Proceedings of the 3rd International Workshop on Edge Systems, Analytics and Networking, EdgeSys@EuroSys 2020, Heraklion, Greece, April 27, 2020. ACM 2020, ISBN 978-1-4503-7132-2 [contents] - 2014
- [e1]Aaron Yi Ding, Aarathi Prasad, Andrius Aucinas, Ardalan Amiri Sani:
Proceedings of the 12th Annual International Conference on Mobile Systems, Applications, and Services, MobiSys 2014, Bretton Woods, New Hampshire, USA, June 16, 2014, PhD Forum. ACM 2014, ISBN 978-1-4503-2940-8 [contents]
Informal and Other Publications
- 2024
- [i25]Dewant Katare, David Solans Noguero, Souneil Park, Nicolas Kourtellis, Marijn Janssen, Aaron Yi Ding:
Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset. CoRR abs/2401.10397 (2024) - [i24]Wiebke Hutiri, Tanvina Patel, Aaron Yi Ding, Odette Scharenborg:
As Biased as You Measure: Methodological Pitfalls of Bias Evaluations in Speaker Verification Research. CoRR abs/2408.13614 (2024) - 2023
- [i23]Dewant Katare, Diego Perino, Jari Nurmi, Martijn Warnier, Marijn Janssen, Aaron Yi Ding:
A Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services. CoRR abs/2304.14271 (2023) - [i22]Aaron Yi Ding, Eyal de Lara, Schahram Dustdar, Ella Peltonen, Tobias Meuser:
Edge-AI: Identifying Key Enablers in Edge Intelligence (Dagstuhl Seminar 23432). Dagstuhl Reports 13(10): 130-138 (2023) - 2022
- [i21]Wiebke Toussaint, Akhil Mathur, Fahim Kawsar, Aaron Yi Ding:
Tiny, always-on and fragile: Bias propagation through design choices in on-device machine learning workflows. CoRR abs/2201.07677 (2022) - [i20]Wiebke Toussaint, Aaron Yi Ding:
Bias in Automated Speaker Recognition. CoRR abs/2201.09486 (2022) - [i19]Wiebke Toussaint Hutiri, Lauriane Gorce, Aaron Yi Ding:
Design Guidelines for Inclusive Speaker Verification Evaluation Datasets. CoRR abs/2204.02281 (2022) - [i18]Wiebke Toussaint Hutiri, Aaron Yi Ding:
Towards Trustworthy Edge Intelligence: Insights from Voice-Activated Services. CoRR abs/2206.09523 (2022) - 2021
- [i17]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:
Revisiting the Arguments for Edge Computing Research. CoRR abs/2106.12224 (2021) - [i16]Wiebke Toussaint, Alejandra Gómez Ortega, Jered Vroon, Julian Harty, Gürkan Solmaz, Olya Kudina, Ella Peltonen, Jacky Bourgeois, Aaron Yi Ding:
Design Considerations for Data Daemons: Co-creating Design Futures to Explore Ethical Personal Data Management. CoRR abs/2106.14975 (2021) - [i15]Wiebke Toussaint, Aaron Yi Ding:
SVEva Fair: A Framework for Evaluating Fairness in Speaker Verification. CoRR abs/2107.12049 (2021) - [i14]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:
Roadmap for Edge AI: A Dagstuhl Perspective. CoRR abs/2112.00616 (2021) - [i13]Aaron Yi Ding, Ella Peltonen, Sasu Tarkoma, Lars C. Wolf:
Identifying Key Enablers in Edge Intelligence (Dagstuhl Seminar 21342). Dagstuhl Reports 11(7): 76-88 (2021) - 2020
- [i12]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:
6G White Paper on Edge Intelligence. CoRR abs/2004.14850 (2020) - [i11]Michael Haus, Jörg Ott, Aaron Yi Ding:
Enabling Seamless Device Association with DevLoc using Light Bulb Networks for Indoor IoT Environments. CoRR abs/2005.07731 (2020) - [i10]Wiebke Toussaint, Aaron Yi Ding:
Machine Learning Systems in the IoT: Trustworthiness Trade-offs for Edge Intelligence. CoRR abs/2012.00419 (2020) - 2019
- [i9]Babak Alipour, Leonardo Tonetto, Roozbeh Ketabi, Aaron Yi Ding, Jörg Ott, Ahmed Helmy:
Practical Prediction of Human Movements Across Device Types and Spatiotemporal Granularities. CoRR abs/1903.00951 (2019) - [i8]Aaron Yi Ding, Gianluca Limon De Jesus, Marijn Janssen:
Ethical Hacking for IoT Security: A First Look into Bug Bounty Programs and Responsible Disclosure. CoRR abs/1909.11166 (2019) - [i7]Yige Zhang, Aaron Yi Ding, Jörg Ott, Mingxuan Yuan, Jia Zeng, Kun Zhang, Weixiong Rao:
Transfer Learning-Based Outdoor Position Recovery with Telco Data. CoRR abs/1912.04521 (2019) - 2018
- [i6]Babak Alipour, Leonardo Tonetto, Aaron Yi Ding, Roozbeh Ketabi, Jörg Ott, Ahmed Helmy:
Analyzing Mobility-Traffic Correlations in Large WLAN Traces: Flutes vs. Cellos. CoRR abs/1801.02705 (2018) - [i5]Madhusanka Liyanage, Pawani Porambage, Aaron Yi Ding:
Five Driving Forces of Multi-Access Edge Computing. CoRR abs/1810.00827 (2018) - [i4]Aaron Yi Ding, Marijn Janssen:
5G Applications: Requirements, Challenges, and Outlook. CoRR abs/1810.06057 (2018) - [i3]Ibbad Hafeez, Markku Antikainen, Aaron Yi Ding, Sasu Tarkoma:
IoT-KEEPER: Securing IoT Communications in Edge Networks. CoRR abs/1810.08415 (2018) - 2017
- [i2]Ibbad Hafeez, Aaron Yi Ding, Markku Antikainen, Sasu Tarkoma:
Toward Secure Edge Networks: Taming Device-to-Device (D2D) Communication in IoT. CoRR abs/1712.05958 (2017) - [i1]Ibbad Hafeez, Aaron Yi Ding, Sasu Tarkoma:
Securing Edge Networks with Securebox. CoRR abs/1712.07740 (2017)
Coauthor Index
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Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-11 17:31 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
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since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
