Accepted Papers


A Congestion Mitigation Approach for Ground Vehicles with Diverse Advanced Driver Assistance Systems in Smart Transportation Networks

Authors: Doris E M Brown and Sajal K. Das (Missouri University of Science and Technology, USA)

BlackOps: GIS-Informed Planning for Healthcare Resilience Amid Power Grid Outages

Authors: Modeste Mefenya Kenne (University of California Irvine, USA); Andrew Chio (University of California, Irvine, USA); Zhenghui Hu (ImageCat, Inc., USA); Julie Rousseau (University of California Irvine School of Medicine, USA); Nalini Venkatasubramanian (University of California, Irvine, USA)

Emulated Autoencoder: A Defense against CNN Evasion Attacks for Resource Constrained Devices and High Throughput Applications

Authors: Dat Le and Brent Lagesse (University of Washington Bothell, USA)

DataCenterGym: A Physics-Grounded Simulator for Multi-Objective Data Center Scheduling

Authors: Nilavra Pathak (Expedia Group, USA); Samadrita Biswas (Curia Global, USA); Nirmalya Roy (University of Maryland Baltimore County, USA)

Simultaneous Multi-target Tracking and Gesture Recognition via Distributed Radar-Sensing Systems

Authors: Wanru Ning (Peking University, China); Dariush Salami (Nokia Bell Labs, Finland); Hongliu Yang (Peking University, China); Yongtao Ma (Tianjin University, China); Stephan Sigg (Aalto University, Finland)

A Comparative Analysis on the Performance of Upper Confidence Bound Algorithms in Adaptive Deep Neural Networks

Authors: Grigorios Papanikolaou and Ioannis Kontopoulos (National Technical University of Athens, Greece); Konstantinos Tserpes (National Technical University of Athens & Harokopio University of Athens, Greece)

FedAVL: Automated Vertical Federated Learning for Heterogeneous Healthcare Data

Authors: Ferdinand Kahenga (University of the Western Cape, South Africa & Université Don Bosco de Lubumbashi, Congo (Democratic Republic, Zaire)); Gad Tambwe (Université Don Bosco de Lubumbashi, Congo (Democratic Republic, Zaire)); Antoine Bagula (University of the Western Cape, South Africa & New Horizons University, Congo (Democratic Republic, Zaire)); Jovita Nyanyukweni Mateus (University of the Western Cape (UWC), Namibia & Namibia University of Science)

A Two-Stage Hybrid Deep and Machine Learning Framework for Anomaly Detection and Classification in IoT Sensor Networks

Authors: Chiraz Houaidia (Lab Cristal, ENSI, Manouba University, Tunisia); Ichrak Amdouni (ENSI Manouba, Tunisia & University of Manouba, Tunisia); Leila Azzouz Saidane (Lab CRISTAL- ENSI, University Manouba, Tunisia)

Bounded-Time Neighbor Discovery in 3D Free-Space Optical Networks with LoRa Assistance

Authors: Suman Bhunia (Miami University, Ohio, USA); Peter A Jamieson, Zach Copenhaver and Blake Rile (Miami University, USA)

A Simulation-based Framework for Dynamic Light Pollution Prediction in Urban Air Mobility

Authors: Ying Chieh Wang (Osaka University, Japan); Tatsuya Amano and Hirozumi Yamaguchi (The University of Osaka, Japan)

Precomputed 1D-CNNs for Atrial Fibrillation Detection on Tiny Smart Sensor Systems

Authors: Lukas Einhaus, Natalie Maman, Julian Hoever, Andreas Erbsloeh and Gregor Schiele (University of Duisburg-Essen, Germany)

CoBO: Conformal-Constrained Bayesian Optimization for Energy-Efficient SLO-Aware DNN Inference

Authors: Ivan Dokuchaev and Ali Kadhum Idrees (University of Applied Sciences and Arts Dortmund, Germany); Rolf Schuster (Open Edge Computing Initiative, Germany)

Resource-Aware Federated Learning for Malware Detection on Smart Devices

Authors: Andrea Augello, Alessandra De Paola and Giuseppe Lo Re (University of Palermo, Italy)

Efficient and Adaptive Human Activity Recognition via LLM Backbones

Authors: Aleksandr Bredikhin (UGA, Russia); Philippe Lalanda (Grenoble University, France); German Vega (CNRS, France)

TabHealth: Towards a Self-Supervised Tabular Foundation Model for Smart Healthcare

Authors: Mattia G Campana (IIT-CNR, Italy); Giada Anastasi, Stefania Pieroni, Michela Franchini and Sabrina Molinaro (Italian National Research Council, Italy); Franca Delmastro (IIT-CNR, Italy)

FedAdapt++: Plane-consistent Federated Learning for SDN-IoT Anomaly Detection

Authors: Jovita Nyanyukweni Mateus (University of the Western Cape (UWC), Namibia & Namibia University of Science and Technology, Namibia); Guy-Alain Lusilao-Zodi (Polytechnic of Namibia, Namibia); Antoine Bagula (University of the Western Cape, South Africa & New Horizons University, Congo (Democratic Republic, Zaire)); Ferdinand Kahenga (University of the Western Cape, South Africa & Université Don Bosco de Lubumbashi, Congo (Democratic Republic, Zaire))

Reasoning Supervision for Enhancing Video-based Human Activity Recognition

Authors: Yilin Liu and Meiyi Ma (Vanderbilt University, USA)

Navigating Sparsity: Evaluating the Impact of Controlled Data Reduction on Synthetic Mobility Data Utility

Authors: Abeera Ayesha Riaz and Muhammad Tayyab Shafique (Otto-Friedrich Universität Bamberg, Germany); Leonie Ackermann and Debasree Das (University of Bamberg, Germany)

Operating Regimes of Decentralized Learning Under Mobility and Bandwidth Constraints

Authors: Samuele Sabella, Chiara Boldrini and Lorenzo Valerio (IIT-CNR, Italy); Marco Conti (Institute of Informatics and Telematics of the National Research Council, Italy); Andrea Passarella (IIT-CNR, Italy)

Dynamic Pickup-and-Delivery Routing with Early-Arrival Waiting Limits and Station Relocation

Authors: Agrima Khanna, Sophie Pavia, Ayan Mukhopadhyay, Abhishek Dubey and Fangqi Liu (Vanderbilt University, USA)

Natural Language Driven Multi-Object Tracking via Joint Spatial, Visual, and Semantic Association

Authors: Azhar Hasan (Vanderbilt University, USA); Alex Richardson (Vanderbilt, USA); Gabor Karsai (Vanderbilt University/ISIS, USA)