146 citations · 641 across the 84 of their papers we have counts for
5 papers · 1 filter
Semantics-Empowered Communication: A Tutorial-cum-Survey
Zhilin Lu, Rongpeng Li, Kun Lu +4
Along with the springing up of the semantics-empowered communication (SemCom) research, it is now witnessing an unprecedentedly growing interest towards a wide range of aspects (e.…
AoI-based Temporal Attention Graph Neural Network for Popularity Prediction and Content Caching
Jianhang Zhu, Rongpeng Li, Guoru Ding +4
Along with the fast development of network technology and the rapid growth of network equipment, the data throughput is sharply increasing. To handle the problem of backhaul bottle…
Contrastive Monotonic Pixel-Level Modulation
Kun Lu, Rongpeng Li, Honggang Zhang
Continuous one-to-many mapping is a less investigated yet important task in both low-level visions and neural image translation. In this paper, we present a new formulation called…
Adaptive Bit Rate Control in Semantic Communication with Incremental Knowledge-based HARQ
Qingyang Zhou, Rongpeng Li, Zhifeng Zhao +2
Semantic communication has witnessed a great progress with the development of natural language processing (NLP) and deep learning (DL). Although existing semantic communication tec…
Communication-Efficient Consensus Mechanism for Federated Reinforcement Learning
Xing Xu, Rongpeng Li, Zhifeng Zhao +1
The paper considers independent reinforcement learning (IRL) for multi-agent decision-making process in the paradigm of federated learning (FL). We show that FL can clearly improve…