Large Language Models over Networks: Collaborative Intelligence under Resource Constraints
Paper • 2605.08626 • Published • 1
Liangqi Yuan
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PAAC: Privacy-Aware Agentic Device-Cloud CollaborationOrganizations
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authored 14
papers about 14 hours ago
Federated Sketching LoRA: On-Device Collaborative Fine-Tuning of Large Language Models
Paper • 2501.19389 • Published • 6
Local-Cloud Inference Offloading for LLMs in Multi-Modal, Multi-Task, Multi-Dialogue Settings
Paper • 2502.11007 • Published
PAAC: Privacy-Aware Agentic Device-Cloud Collaboration
Paper • 2605.08646 • Published • 1
Large Language Models over Networks: Collaborative Intelligence under Resource Constraints
Paper • 2605.08626 • Published • 1
Next-Generation LLM for UAV: From Natural Language to Autonomous Flight
Paper • 2510.21739 • Published
LLMAP: LLM-Assisted Multi-Objective Route Planning with User Preferences
Paper • 2509.12273 • Published
FedMFS: Federated Multimodal Fusion Learning with Selective Modality Communication
Paper • 2310.07048 • Published
Decentralized Federated Learning: A Survey and Perspective
Paper • 2306.01603 • Published
Federated Learning for Connected and Automated Vehicles: A Survey of Existing Approaches and Challenges
Paper • 2308.10407 • Published
Digital Ethics in Federated Learning
Paper • 2310.03178 • Published
Human Sensing via Passive Spectrum Monitoring
Paper • 2306.15893 • Published
Federated Transfer-Ordered-Personalized Learning for Driver Monitoring Application
Paper • 2301.04829 • Published
Peer-to-Peer Federated Continual Learning for Naturalistic Driving Action Recognition
Paper • 2304.07421 • Published
Passive Radio Frequency-based 3D Indoor Positioning System via Ensemble Learning
Paper • 2304.06513 • Published