Abstract is missing.
- Collaborative Offloading and 3D Trajectory Design in Multi-UAV-assisted MEC Networks for Emergency RescueLiang Zhao, Yiwen Zhang 0001, Sinong Zhang, Chaojie Gu, Yujun Yao, Victor C. M. Leung. 1-3 [doi]
- FedPETv1: Edge-Aware Federated Learning with Differential Privacy for Distributed Medical DiagnosticsShan Cang Li, Shanshan Zhao, Yongjian Ding. 4-7 [doi]
- FLATTN: Bridging Temporal Resolution Disparities via Attention Alignment in Federated Distillation for Human Activity RecognitionHanxiao Shi, Qianru Wang, Qingyang Li 0002, Hui Li 0005, JiangTao Cui. 8-15 [doi]
- Deciphering One-Shot Federated Learning: The Pivotal Role of Pretrained ModelsLingyu Qiu, Daniela Annunziata, Fabio Giampaolo, Francesco Piccialli. 16-22 [doi]
- FedAGV: Federated Meta-Learning for Rapid Adaptation of AGV Trajectory PlaningPi-Wei Chen, Naveen Sharma, Rafal Cupek, Marek Drewniak, Zih-Ching Chen, Jerry Chun-Wei Lin. 23-29 [doi]
- Efficient Federated Model Aggregation through Neural VelocityGianluca Dalmasso, Pedro Porto Buarque de Gusmão, Attilio Fiandrotti, Marco Grangetto. 30-36 [doi]
- AROM: Control-Theoretic Learning for Resilient and Decentralized Edge IntelligenceEunju Jeong, Dong-Oh Kang. 37-43 [doi]
- Neural Tuning of Parameters in a Collision Avoidance Mechanism for Swarms of DronesDariusz Marek, Jakub Szygula, Piotr Biernacki, Marcin Paszkuta, Adam Domanski, Marcin Fojcik, Marta Szczygiel, Konrad Wojciechowski. 44-51 [doi]
- SONAR Web: A Platform-Agnostic Framework for Real-Time Decentralized Learning Across Heterogeneous Edge ClientsJoyce Yuan, Brian Le, Kathryn Le, Yichuan Shi, Abhishek Singh 0005, Rishi Sharma 0001, Angel Patricio, Ramesh Raskar. 52-58 [doi]
- Robust Inference under Modality Missing in Multimodal Split LearningYui Yamashita, Akihito Taya, Yoshito Tobe. 59-65 [doi]
- Towards Lightweight Input Control for Cross-Device Federated Learning With Dynamic ParticipationChristoph Düsing, Philipp Cimiano. 66-69 [doi]
- Scalable Federated Split Learning for Smart Mobile and IoT DevicesPham-Duy Thanh, Tran Anh Khoa, Minh-Son Dao, Koji Zettsu. 70-76 [doi]
- Gist - Optimizing Segmentation for Decentralized Federated Learning on Tiny DevicesNavidreza Asadi, Halil Ibrahim Bengu, Lars Wulfert, Hendrik Wöhrle, Wolfgang Kellerer. 77-84 [doi]
- FedHO: Memory-Efficient Federated Fine-Tuning for Large Models via Hybrid Gradient ComputationYinan Zhang, Jiannong Cao 0001, Mingjin Zhang, Ruosong Yang. 85-92 [doi]