云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge
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Jul 29, 2023 - Python
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collaborative-inference
Here are 8 public repositories matching this topic...
云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge
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Jul 30, 2023 - Python
EC2-Bench (EC²-Bench): benchmark for edge-cloud collaboration in long-horizon LLM agents — task performance, resource usage & privacy exposure. arXiv 2610.17816
benchmark privacy ai-agents privacy-preserving edge-ai collaborative-inference llm-agents small-language-models llm-routing agent-evaluation hybrid-inference agent-benchmark on-device-llm openclaw long-horizon-agents edge-cloud-collaboration ec2-bench
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Oct 24, 2026 - Python
Source code of the paper "Private Collaborative Edge Inference via Over-the-Air Computation".
machine-learning ensemble-learning wireless-communications differential-privacy multi-view-learning edge-inference over-the-air-computation collaborative-inference distributed-inference
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Jan 14, 2025 - Python
Source code of the "Over-the-air ensemble inference with model privacy" paper.
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Feb 27, 2025 - Python
Project page and energy model for "A Break-Even Criterion for Splitting Wearable AI Between Microcontrollers and Body-Coupled Links"
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Oct 23, 2026 - HTML
Dual-path split inference for private face recognition: 81.96% top-1 on FaceScrub (+1.63 pts over Noise_ARL+CEM) with 75.8% higher decoder-attack reconstruction error. Frozen snapshot of a manuscript in preparation.
computer-vision pytorch model-inversion privacy-preserving-ml split-learning collaborative-inference
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Sep 25, 2026 - Python
Reliability-aware sparse collaborative RF inference for unauthorized UAV detection.
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Sep 2, 2026 - Python
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