Low-Latency Task-Oriented Communications with Multi-Round, Multi-Task Deep Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Sagduyu, Yalin E., Erpek, Tugba, Yener, Aylin, Ulukus, Sennur |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Joint Sensing and Semantic Communications with Multi-Task Deep Learning
by: Sagduyu, Yalin E., et al.
Published: (2023)
by: Sagduyu, Yalin E., et al.
Published: (2023)
Will 6G be Semantic Communications? Opportunities and Challenges from Task Oriented and Secure Communications to Integrated Sensing
by: Sagduyu, Yalin E., et al.
Published: (2024)
by: Sagduyu, Yalin E., et al.
Published: (2024)
Relay Selection and User Equipment Admission in Resource-Efficient NextG Sidelink Communications
by: Sagduyu, Yalin E., et al.
Published: (2025)
by: Sagduyu, Yalin E., et al.
Published: (2025)
MULTI-SCOUT: Multistatic Integrated Sensing and Communications in 5G and Beyond for Moving Target Detection, Positioning, and Tracking
by: Sagduyu, Yalin E., et al.
Published: (2025)
by: Sagduyu, Yalin E., et al.
Published: (2025)
Distributed Federated Learning for Vehicular Network Security: Anomaly Detection Benefits and Multi-Domain Attack Threats
by: Demir, Utku, et al.
Published: (2025)
by: Demir, Utku, et al.
Published: (2025)
Coordinated Anti-Jamming Resilience in Swarm Networks via Multi-Agent Reinforcement Learning
by: Abolhassani, Bahman, et al.
Published: (2025)
by: Abolhassani, Bahman, et al.
Published: (2025)
Privacy-Preserving Semantic Communications via Multi-Task Learning and Adversarial Perturbations
by: Sagduyu, Yalin E., et al.
Published: (2025)
by: Sagduyu, Yalin E., et al.
Published: (2025)
Targeted Attacks and Defenses for Distributed Federated Learning in Vehicular Networks
by: Demir, Utku, et al.
Published: (2025)
by: Demir, Utku, et al.
Published: (2025)
Multi-Agent Distributed Optimization With Feasible Set Privacy
by: Meel, Shreya, et al.
Published: (2025)
by: Meel, Shreya, et al.
Published: (2025)
When Semantic Communication Meets Queueing: Cross-Layer Latency and Task Fidelity Optimization
by: Sagduyu, Yalin E., et al.
Published: (2026)
by: Sagduyu, Yalin E., et al.
Published: (2026)
Breaking the Storage-Bandwidth Tradeoff in Distributed Storage with Quantum Entanglement
by: Hu, Lei, et al.
Published: (2026)
by: Hu, Lei, et al.
Published: (2026)
Adversarial Attack and Defense for LoRa Device Identification and Authentication via Deep Learning
by: Sagduyu, Yalin E., et al.
Published: (2024)
by: Sagduyu, Yalin E., et al.
Published: (2024)
Effect of Full Common Randomness Replication in Symmetric PIR on Graph-Based Replicated Systems
by: Meel, Shreya, et al.
Published: (2025)
by: Meel, Shreya, et al.
Published: (2025)
Over-the-Top Resource Broker System for Split Computing: An Approach to Distribute Cloud Computing Infrastructure
by: Friese, Ingo, et al.
Published: (2025)
by: Friese, Ingo, et al.
Published: (2025)
Communication-Efficient Hybrid Language Model via Uncertainty-Aware Opportunistic and Compressed Transmission
by: Oh, Seungeun, et al.
Published: (2025)
by: Oh, Seungeun, et al.
Published: (2025)
SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing
by: Yuan, Haoxuan, et al.
Published: (2024)
by: Yuan, Haoxuan, et al.
Published: (2024)
FedAQ: Communication-Efficient Federated Edge Learning via Joint Uplink and Downlink Adaptive Quantization
by: Qu, Linping, et al.
Published: (2024)
by: Qu, Linping, et al.
Published: (2024)
Feature-Based Semantics-Aware Scheduling for Energy-Harvesting Federated Learning
by: Jeong, Eunjeong, et al.
Published: (2025)
by: Jeong, Eunjeong, et al.
Published: (2025)
Distributed Mixture-of-Agents for Edge Inference with Large Language Models
by: Mitra, Purbesh, et al.
Published: (2024)
by: Mitra, Purbesh, et al.
Published: (2024)
Lean Clients, Full Accuracy: Hybrid Zeroth- and First-Order Split Federated Learning
by: Kou, Zhoubin, et al.
Published: (2026)
by: Kou, Zhoubin, et al.
Published: (2026)
RCC-PFL: Robust Client Clustering under Noisy Labels in Personalized Federated Learning
by: Ali, Abdulmoneam, et al.
Published: (2025)
by: Ali, Abdulmoneam, et al.
Published: (2025)
Deep-Reinforcement-Learning-Based AoI-Aware Resource Allocation for RIS-Aided IoV Networks
by: Qi, Kangwei, et al.
Published: (2024)
by: Qi, Kangwei, et al.
Published: (2024)
Adversarial Robustness of Bottleneck Injected Deep Neural Networks for Task-Oriented Communication
by: Furutanpey, Alireza, et al.
Published: (2024)
by: Furutanpey, Alireza, et al.
Published: (2024)
Reconfigurable Intelligent Surface Aided Vehicular Edge Computing: Joint Phase-shift Optimization and Multi-User Power Allocation
by: Qi, Kangwei, et al.
Published: (2024)
by: Qi, Kangwei, et al.
Published: (2024)
Data Processing Efficiency Aware User Association and Resource Allocation in Blockchain Enabled Metaverse over Wireless Communications
by: Qian, Liangxin, et al.
Published: (2024)
by: Qian, Liangxin, et al.
Published: (2024)
Handoffs in User-Centric Cell-Free MIMO Networks: A POMDP Framework
by: Ammar, Hussein A., et al.
Published: (2024)
by: Ammar, Hussein A., et al.
Published: (2024)
Uncertainty-Aware Hybrid Inference with On-Device Small and Remote Large Language Models
by: Oh, Seungeun, et al.
Published: (2024)
by: Oh, Seungeun, et al.
Published: (2024)
Toward 6G Native-AI Network: Foundation Model based Cloud-Edge-End Collaboration Framework
by: Chen, Xiang, et al.
Published: (2023)
by: Chen, Xiang, et al.
Published: (2023)
Hierarchical Learning and Computing over Space-Ground Integrated Networks
by: Zhu, Jingyang, et al.
Published: (2024)
by: Zhu, Jingyang, et al.
Published: (2024)
Brain-Inspired Decentralized Satellite Learning in Space Computing Power Networks
by: Yang, Peng, et al.
Published: (2025)
by: Yang, Peng, et al.
Published: (2025)
Reconfigurable Intelligent Surface Assisted VEC Based on Multi-Agent Reinforcement Learning
by: Qi, Kangwei, et al.
Published: (2024)
by: Qi, Kangwei, et al.
Published: (2024)
Short-circuiting Rings for Low-Latency AllReduce
by: Hammer, Sarah-Michelle, et al.
Published: (2025)
by: Hammer, Sarah-Michelle, et al.
Published: (2025)
Decentralized Collaborative Inertial Tracking
by: Diallo, Alpha, et al.
Published: (2024)
by: Diallo, Alpha, et al.
Published: (2024)
Satellite Edge Artificial Intelligence with Large Models: Architectures and Technologies
by: Shi, Yuanming, et al.
Published: (2025)
by: Shi, Yuanming, et al.
Published: (2025)
RouterWise: Joint Resource Allocation and Routing for Latency-Aware Multi-Model LLM Serving
by: Kasnavieh, Hossein Hosseini, et al.
Published: (2026)
by: Kasnavieh, Hossein Hosseini, et al.
Published: (2026)
How to Combat Reactive and Dynamic Jamming Attacks with Reinforcement Learning
by: Sagduyu, Yalin E., et al.
Published: (2025)
by: Sagduyu, Yalin E., et al.
Published: (2025)
COREC: Concurrent Non-Blocking Single-Queue Receive Driver for Low Latency Networking
by: Faltelli, Marco, et al.
Published: (2024)
by: Faltelli, Marco, et al.
Published: (2024)
EdgeTimer: Adaptive Multi-Timescale Scheduling in Mobile Edge Computing with Deep Reinforcement Learning
by: Hao, Yijun, et al.
Published: (2024)
by: Hao, Yijun, et al.
Published: (2024)
Approximate Wireless Communication for Lossy Gradient Updates in IoT Federated Learning
by: Ma, Xiang, et al.
Published: (2024)
by: Ma, Xiang, et al.
Published: (2024)
DeepEdge: A Deep Reinforcement Learning based Task Orchestrator for Edge Computing
by: Yamansavascilar, Baris, et al.
Published: (2021)
by: Yamansavascilar, Baris, et al.
Published: (2021)
Similar Items
-
Joint Sensing and Semantic Communications with Multi-Task Deep Learning
by: Sagduyu, Yalin E., et al.
Published: (2023) -
Will 6G be Semantic Communications? Opportunities and Challenges from Task Oriented and Secure Communications to Integrated Sensing
by: Sagduyu, Yalin E., et al.
Published: (2024) -
Relay Selection and User Equipment Admission in Resource-Efficient NextG Sidelink Communications
by: Sagduyu, Yalin E., et al.
Published: (2025) -
MULTI-SCOUT: Multistatic Integrated Sensing and Communications in 5G and Beyond for Moving Target Detection, Positioning, and Tracking
by: Sagduyu, Yalin E., et al.
Published: (2025) -
Distributed Federated Learning for Vehicular Network Security: Anomaly Detection Benefits and Multi-Domain Attack Threats
by: Demir, Utku, et al.
Published: (2025)