SkillComm: Skill-Driven Semantic Communication for Sequential Workflows via Incremental Token Transmission
2026-07-15T07:23:50Z•61cff539c26effa699d1d9f62b92b43017cb3bf6a0a9092446d29c378261b54d
agentic-AIbuilding-sensingevalnetfederated-mlloRamodel-poisoningnetwork-topologyo-ranoptical-networksosnr-gsnrpersonalizationprivacyquantum-networkingradio-access-networkssemantic-communicationside-channel-privacyvisualization-toolswireless-security
What happened
This collection of recent papers covers advances in agentic/semantic communications, edge/federated multimodal LLM personalization, adaptive wireless/optical provisioning, network visualization, and tools for topology generation. Key technical contributions include SkillComm (workflow-aware token transmission for visual agent pipelines), PFAdapter (hierarchical LoRA for federated MLLM personalization and reduced comms), RANPilot (proactive O-RAN adaptation via a trace-driven virtual O-RAN), a LoRa SIC+UCB change-detection scheme for dynamic parameter selection, a DLM-anchored hybrid physics/ML
Why it matters
A reviewed impact interpretation has not been published for this record.
Evidence and limitations
- Source ID
- arxiv_cs_ni
- Record identifier
- 61cff539c26effa699d1d9f62b92b43017cb3bf6a0a9092446d29c378261b54d
- Enrichment time
- 2026-07-15T07:23:50Z
- AI-assisted enrichment
- Yes
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