Key papers

• Urban Deceleration Behavior Modes Under Scene Context: An Early-Kinematic Classifier from Argoverse 2 Multi-Agent Trajectories (2026)
  Eni Solomon Laughter
  4.39
• Device Passport: Enabling Spatio-Temporal Pretrained Models to Generalize Across Input Layouts (2026)
  Geeling Chau et al.
  4.39
• Robust Base Station Placement in Agricultural IoT via Bayesian Optimization (2026)
  Gourav Prateek Sharma et al.
  4.39
• A Lightweight Self-Supervised Learning Framework for Multivariate Time Series using Hierarchical-JEPA on ECG Data (2026)
  Siwon Kim
  4.39
• Scene-Conditioned PINN-GNN for Multipath RF Maps: Cross-Scene Generation and In-Scene Completion (2026)
  Lizhou Liu et al.
  4.39
• CSI Simulation: Why Additive Noise Fails and How to Fix It (2026)
  Aymen Bouferroum (FUN) et al.
  4.39
• Fourier Preconditioning for Neural Feature Learning (2026)
  Preston Pitzer et al.
  4.39
• FetFIDS: A Feature Embedding Attention based Federated Network Intrusion Detection Algorithm (2025)
  Shreya Ghosh et al.
  2.99
• Deep Sigma Point Processes for RCS Modeling in Spaceborne SAR Imagery (2026)
  Khalid El-Darymli et al.
  2.00
• Remedying Coarsening-Based GNN Training under Heterophily via Adaptive Complementary Enhancement (2026)
  Guoming Li et al.
  2.00
• Variational Low-rank Tensor Decomposition for Multisubject Spatiotemporal Data Analysis (2026)
  Laura M. Montaldo et al.
  2.00
• Interpretable EEG biomarkers with bag-of-waves: Spatial and temporal waveform dictionaries for low-data regimes (2026)
  Athanasios Papastathopoulos-Katsaros et al.
  2.00
• Federated Learning with Hypergradient-based Online Update of Aggregation Weights (2026)
  Ayano Nakai-Kasai et al.
  1.89
• Toward Resilient 5G Networks: Comparative Analysis of Federated and Centralized Learning for RF Jamming Detection (2026)
  Samhita Kuili et al.
  1.89
• Resource-Element Energy Difference for Noncoherent Over-the-Air Federated Learning (2026)
  Hao Chen and Zavareh Bozorgasl
  1.89
• Partial Model Sharing Improves Byzantine Resilience in Federated Conformal Prediction (2026)
  Ehsan Lari et al.
  1.89
• Integration of AI in Cybersecurity: Current Trends with a Focused Look at Intrusion Detection Applications (2026)
  S. Tazili et al.
  1.89
• Exploiting Correlations in Federated Learning: Opportunities and Practical Limitations (2026)
  Adrian Edin et al.
  1.83
• FB-NLL: A Feature-Based Approach to Tackle Noisy Labels in Personalized Federated Learning (2026)
  Abdulmoneam Ali and Ahmed Arafa
  1.83
• FedSIR: Spectral Client Identification and Relabeling for Federated Learning with Noisy Labels (2026)
  Sina Gholami et al.
  1.83
• SpecFed: Accelerating Federated LLM Inference with Speculative Decoding and Compressed Transmission (2026)
  Ce Zheng et al.
  1.83
• FedCova: Robust Federated Covariance Learning Against Noisy Labels (2026)
  Xiangyu Zhong et al.
  1.78
• Prioritizing Gradient Sign Over Modulus: An Importance-Aware Framework for Wireless Federated Learning (2026)
  Yiyang Yue et al.
  1.78
• Communication-Efficient and Robust Multi-Modal Federated Learning via Latent-Space Consensus (2026)
  Mohamed Badi et al.
  1.78
• Spiking Personalized Federated Learning for Brain-Computer Interface-Enabled Immersive Communication (2026)
  Chen Shang et al.
  1.78
• FED-HARGPT: A Hybrid Centralized-Federated Approach of a Transformer-based Architecture for Human Context Recognition (2026)
  Wandemberg Gibaut et al.
  1.78
• Age-Aware Edge-Blind Federated Learning via Over-the-Air Aggregation (2026)
  Ahmed M. Elshazly et al.
  1.72
• VR-VFL: Joint Rate and Client Selection for Vehicular Federated Learning Under Imperfect CSI (2026)
  Metehan Karatas et al.
  1.72
• Robust Processing and Learning: Principles, Methods, and Wireless Applications (2026)
  Shixiong Wang et al.
  1.72
• Decentralized Federated Learning With Energy Harvesting Devices (2026)
  Kai Zhang et al.
  1.72
• Energy-Efficient Over-the-Air Federated Learning via Pinching Antenna Systems (2026)
  Saba Asaad and Ali Bereyhi
  1.72
• SCENE OTA-FD: Self-Centering Noncoherent Estimator for Over-the-Air Federated Distillation (2026)
  Hao Chen and Zavareh Bozorgasl
  1.72
• PRISM-FCP: Byzantine-Resilient Federated Conformal Prediction via Partial Sharing (2026)
  Ehsan Lari et al.
  1.72
• DCInject: Persistent Backdoor Attacks via Frequency Manipulation in Personal Federated Learning (2026)
  Nahom Birhan et al.
  1.72
• Hybrid Federated Learning for Noise-Robust Training (2026)
  Yongjun Kim et al.
  1.67
• Lean Clients, Full Accuracy: Hybrid Zeroth- and First-Order Split Federated Learning (2026)
  Zhoubin Kou et al.
  1.67
• Clustering-Based User Selection in Federated Learning: Metadata Exploitation for 3GPP Networks (2026)
  Ce Zheng et al.
  1.67
• SA-PEF: Step-Ahead Partial Error Feedback for Efficient Federated Learning (2026)
  Dawit Kiros Redie et al.
  1.67
• Secure Over-the-Air Computation Against Multiple Eavesdroppers using Correlated Artificial Noise (2025)
  David Nordlund et al.
  1.61
• Feature-Based Semantics-Aware Scheduling for Energy-Harvesting Federated Learning (2025)
  Eunjeong Jeong et al.
  1.61
• FedWiLoc: Federated Learning for Privacy-Preserving WiFi Indoor Localization (2025)
  Kanishka Roy et al.
  1.61
• Communication Compression for Distributed Learning with Aggregate and Server-Guided Feedback (2025)
  Tomas Ortega et al.
  1.61
• OptiVote: Non-Coherent FSO Over-the-Air Majority Vote for Communication-Efficient Distributed Federated Learning in Space Data Centers (2025)
  Anbang Zhang et al.
  1.61
• Federated Self-Supervised Learning for Automatic Modulation Classification under Non-IID and Class-Imbalanced Data (2025)
  Usman Akram et al.
  1.50
• Targeted Attacks and Defenses for Distributed Federated Learning in Vehicular Networks (2025)
  Utku Demir et al.
  1.50
• Non-Convex Over-the-Air Heterogeneous Federated Learning: A Bias-Variance Trade-off (2025)
  Muhammad Faraz Ul Abrar and Nicol\`o Michelusi
  1.50
• Federated learning over physical channels: adaptive algorithms with near-optimal guarantees (2025)
  Rui Zhang et al.
  1.44
• Learned Digital Codes for Over-the-Air Federated Learning (2025)
  Antonio Tarizzo et al.
  1.44
• A Federated Fine-Tuning Paradigm of Foundation Models in Heterogenous Wireless Networks (2025)
  Jingyi Wang et al.
  1.44
• Lightweight MobileNetV1+GRU for ECG Biometric Authentication: Federated and Adversarial Evaluation (2025)
  Dilli Hang Rai et al.
  1.44
• Communication-Learning Co-Design for Differentially Private Over-the-Air Federated Distillation (2025)
  Zihao Hu (1) et al.
  1.39
• Developing a Transferable Federated Network Intrusion Detection System (2025)
  Abu Shafin Mohammad Mahdee Jameel et al.
  1.39
• Communication-Efficient Distributed Asynchronous ADMM (2025)
  Sagar Shrestha
  1.39
• SkyTrust: Blockchain-Enhanced UAV Security for NTNs with Dynamic Trust and Energy-Aware Consensus (2025)
  Afan Ali and Irfanullah Khan
  1.39
• RateCount: Learning-Free Device Counting by Wi-Fi Probe Listening (2025)
  Tianlang He et al.
  1.33
• Debunking Optimization Myths in Federated Learning for Medical Image Classification (2025)
  Youngjoon Lee et al.
  1.33
• Fast State-Augmented Learning for Wireless Resource Allocation with Dual Variable Regression (2025)
  Yigit Berkay Uslu et al.
  1.28
• P$^2$U: Progressive Precision Update For Efficient Model Distribution (2025)
  Homayun Afrabandpey and Hamed Rezazadegan Tavakoli
  1.28
• Robust Over-the-Air Computation with Type-Based Multiple Access (2025)
  Marc Martinez-Gost et al.
  1.06
• An Information Centric Framework for Weather Sensing Data (2022)
  Robert Thompson and Eric Lyons and Ishita Dasgupta and Spyridon Mastorakis and Michael Zink and Susmit Shannigrahi
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