142 citations · 200 across the 6 of their papers we have counts for
6 papers
Alternate Learning based Sparse Semantic Communications for Visual Transmission
Siyu Tong, Xiaoxue Yu, Rongpeng Li +3
Semantic communication (SemCom) demonstrates strong superiority over conventional bit-level accurate transmission, by only attempting to recover the essential semantic information…
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.…
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…
Rethinking Modern Communication from Semantic Coding to Semantic Communication
Kun Lu, Qingyang Zhou, Rongpeng Li +4
Modern communications are usually designed to pursue a higher bit-level precision and fewer bits while transmitting a message. This article rethinks these two major features and in…
Augmented Abstractive Summarization With Document-LevelSemantic Graph
Qiwei Bi, Haoyuan Li, Kun Lu +1
Previous abstractive methods apply sequence-to-sequence structures to generate summary without a module to assist the system to detect vital mentions and relationships within a doc…
Reinforcement Learning-powered Semantic Communication via Semantic Similarity
Kun Lu, Rongpeng Li, Xianfu Chen +2
We introduce a new semantic communication mechanism - SemanticRL, whose key idea is to preserve the semantic information instead of strictly securing the bit-level precision. Unlik…