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cs.IT2026
More Interactions Make Communications More Efficient: A Directed Information Bottleneck Approach to Task-Oriented Communication
Zhirun Zheng, Yiqin Deng, Phone Lin +1
Task-oriented communication improves communication efficiency by transmitting semantic information required for downstream tasks, but may incur redundancy with previously transmitt…
cs.IT2026
Shatter Throughput Ceilings: Leveraging Reflection Surfaces to Enhance Transmissions for Vehicular Fast Data Exchange
Qianyao Ren, Qingxiao Huang, Yiqin Deng +3
Rapid emergence of smart mobility necessitates high-volume bursty data transmission over a single link between a target vehicle and its designated edge computing-enabled Base Stati…
cs.IT2023
Privacy-Preserving Task-Oriented Semantic Communications Against Model Inversion Attacks
Yanhu Wang, Shuaishuai Guo, Yiqin Deng +2
Semantic communication has been identified as a core technology for the sixth generation (6G) of wireless networks. Recently, task-oriented semantic communications have been propos…