Concepedia

Semantic Compression

Semantic Compression is a data abstraction technique that reduces the size of data representations by eliminating redundant or extraneous semantic information while preserving essential meaning, distinguishing it from syntactic compression methods through its focus on high-level conceptual fidelity.

73

Publications

2.9K

Citations

266

Authors

118

Institutions

Publications per year

2017–2026

37

Parents

Publications

73

Towards a theory of semantic communication

Jie Bao, Prithwish Basu, Mike Dean et al. · 2011 · 282 citations

, , +17

Video Compression With Rate-Distortion Autoencoders

Amirhossein Habibian, Ties van Rozendaal, Jakub M. Tomczak et al. · 2019 · 215 citations · Full text

, , +16

DRL-Driven Dynamic Resource Allocation for Task-Oriented Semantic Communication

Haijun Zhang, Hongyu Wang, Yabo Li et al. · IEEE Transactions on Communications · 2023 · 148 citations · Full text

, , +17

Adaptable Semantic Compression and Resource Allocation for Task-Oriented Communications

Chuanhong Liu, Caili Guo, Yang Yang et al. · IEEE Transactions on Cognitive Communications and Networking · 2023 · 114 citations

, , +16

LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models

Huiqiang Jiang, Qianhui Wu, Chin-Yew Lin et al. · 2023 · 105 citations · Full text

, , +17

1–5 of 73

Authors

266

  1. HZ
    Haijun Zhang

    University of Science and Technology Beijing, China

    2 publications · 188 citations

    2

    h-index

  2. SV
    Svetha Venkatesh

    Deakin University, Australia

    2 publications · 21 citations

    2

    h-index

  3. JD
    Javier D. Fernández

    Universidad de Valladolid, Spain

    2 publications · 57 citations

    2

    h-index

  4. SG
    Stewart Greenhill

    Curtin University, Australia

    2 publications · 21 citations

    2

    h-index

  5. FS
    Floriano Scioscia

    Polytechnic University of Bari, Italy

    2 publications · 99 citations

    2

    h-index

1–5 of 266

Institutions

118

  1. University of Science and Technology of China

    Hefei, China

    4 h-index

    12 publications

    504 citations

  2. Peng Cheng Laboratory

    Shenzhen, China

    3 h-index

    9 publications

    444 citations

  3. Tsinghua University

    Beijing, China

    3 h-index

    8 publications

    323 citations

  4. Shenzhen University

    Shenzhen, China

    3 h-index

    3 publications

    97 citations

  5. Beijing University of Posts and Telecommunications

    Beijing, China

    3 h-index

    12 publications

    1.1K citations

  6. City University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    5 publications

    147 citations

  7. University of Bremen

    Bremen, Germany

    2 h-index

    5 publications

    250 citations

  8. Institute of Computing Technology

    Beijing, China

    2 h-index

    2 publications

    52 citations

1–8 of 118

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 52 citations

    2

    h-index

  2. Journal of Spatial Information Science

    JOSIS · 2 publications · 100 citations

    2

    h-index

  3. IEEE Wireless Communications

    2 publications · 124 citations

    2

    h-index

  4. Knowledge-Based Systems

    2 publications · 81 citations

    2

    h-index

  5. IEEE Wireless Communications Letters

    1 publications · 30 citations

    1

    h-index

1–5