LLM-GMP: Large Language Model-Based Message Passing for Zero-Shot Learning on Graphs. Carpenter, J., Islam, M. A., & Serra, E. In IEEE International Conference on Big Data, BigData 2025, Macau, China, December 8-11, 2025, pages 2774–2782, 2025.
Paper doi bibtex @inproceedings{DBLP:conf/bigdataconf/CarpenterIS25,
author = {Justin Carpenter and
Md Athikul Islam and
Edoardo Serra},
title = {{LLM-GMP:} Large Language Model-Based Message Passing for Zero-Shot
Learning on Graphs},
booktitle = {{IEEE} International Conference on Big Data, BigData 2025, Macau,
China, December 8-11, 2025},
pages = {2774--2782},
year = {2025},
crossref = {DBLP:conf/bigdataconf/2025},
url = {https://doi.org/10.1109/BigData66926.2025.11401559},
doi = {10.1109/BIGDATA66926.2025.11401559},
timestamp = {Tue, 17 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/CarpenterIS25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Downloads: 0
{"_id":"uTQoLYc6ZEyn7rXro","bibbaseid":"carpenter-islam-serra-llmgmplargelanguagemodelbasedmessagepassingforzeroshotlearningongraphs-2025","author_short":["Carpenter, J.","Islam, M. A.","Serra, E."],"bibdata":{"bibtype":"inproceedings","type":"inproceedings","author":[{"firstnames":["Justin"],"propositions":[],"lastnames":["Carpenter"],"suffixes":[]},{"firstnames":["Md","Athikul"],"propositions":[],"lastnames":["Islam"],"suffixes":[]},{"firstnames":["Edoardo"],"propositions":[],"lastnames":["Serra"],"suffixes":[]}],"title":"LLM-GMP: Large Language Model-Based Message Passing for Zero-Shot Learning on Graphs","booktitle":"IEEE International Conference on Big Data, BigData 2025, Macau, China, December 8-11, 2025","pages":"2774–2782","year":"2025","crossref":"DBLP:conf/bigdataconf/2025","url":"https://doi.org/10.1109/BigData66926.2025.11401559","doi":"10.1109/BIGDATA66926.2025.11401559","timestamp":"Tue, 17 Mar 2026 00:00:00 +0100","biburl":"https://dblp.org/rec/conf/bigdataconf/CarpenterIS25.bib","bibsource":"dblp computer science bibliography, https://dblp.org","bibtex":"@inproceedings{DBLP:conf/bigdataconf/CarpenterIS25,\n author = {Justin Carpenter and\n Md Athikul Islam and\n Edoardo Serra},\n title = {{LLM-GMP:} Large Language Model-Based Message Passing for Zero-Shot\n Learning on Graphs},\n booktitle = {{IEEE} International Conference on Big Data, BigData 2025, Macau,\n China, December 8-11, 2025},\n pages = {2774--2782},\n year = {2025},\n crossref = {DBLP:conf/bigdataconf/2025},\n url = {https://doi.org/10.1109/BigData66926.2025.11401559},\n doi = {10.1109/BIGDATA66926.2025.11401559},\n timestamp = {Tue, 17 Mar 2026 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/bigdataconf/CarpenterIS25.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n","author_short":["Carpenter, J.","Islam, M. A.","Serra, E."],"key":"DBLP:conf/bigdataconf/CarpenterIS25","id":"DBLP:conf/bigdataconf/CarpenterIS25","bibbaseid":"carpenter-islam-serra-llmgmplargelanguagemodelbasedmessagepassingforzeroshotlearningongraphs-2025","role":"author","urls":{"Paper":"https://doi.org/10.1109/BigData66926.2025.11401559"},"metadata":{"authorlinks":{}}},"bibtype":"inproceedings","biburl":"http://dblp.org/pers/tb2/s/Serra:Edoardo","dataSources":["7rWgxyuseebjFdqAR"],"keywords":[],"search_terms":["llm","gmp","large","language","model","based","message","passing","zero","shot","learning","graphs","carpenter","islam","serra"],"title":"LLM-GMP: Large Language Model-Based Message Passing for Zero-Shot Learning on Graphs","year":2025}