{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T06:25:26Z","timestamp":1774419926154,"version":"3.50.1"},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,4,6]],"date-time":"2025-04-06T00:00:00Z","timestamp":1743897600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,4,6]],"date-time":"2025-04-06T00:00:00Z","timestamp":1743897600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,4,6]]},"DOI":"10.1109\/icassp49660.2025.10889118","type":"proceedings-article","created":{"date-parts":[[2025,3,12]],"date-time":"2025-03-12T13:52:43Z","timestamp":1741787563000},"page":"1-5","source":"Crossref","is-referenced-by-count":0,"title":["Crowdsourced Homophily Ties Based Graph Annotation Via Large Language Model"],"prefix":"10.1109","author":[{"given":"Yu","family":"Bu","sequence":"first","affiliation":[{"name":"The Hong Kong Polytechnic University,Dept. of Computing,HKSAR"}]},{"given":"Yulin","family":"Zhu","sequence":"additional","affiliation":[{"name":"Hong Kong Chu Hai College,Dept. of Computing,HKSAR"}]},{"given":"Kai","family":"Zhou","sequence":"additional","affiliation":[{"name":"The Hong Kong Polytechnic University,Dept. of Computing,HKSAR"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2978386"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2023.126441"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3535101"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3389\/fgene.2021.690049"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2024.3378100"},{"key":"ref6","author":"Chen","year":"2023","journal-title":"Label-free node classification on graphs with large language models (llms)"},{"key":"ref7","article-title":"Large language models as annotators: Enhancing generalization of nlp models at minimal cost","author":"Bansal","year":"2023"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.acl-long.626"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.emnlp-main.64"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2305016120"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3655103.3655110"},{"key":"ref12","author":"Guo","year":"2024","journal-title":"Learning on Graphs with Large Language Models (LLMs): A Deep Dive into Model Robustness"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.naacl-industry.15"},{"key":"ref14","article-title":"Automated annotation with generative ai requires validation","author":"Pangakis","year":"2023"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s11704-024-40231-1"},{"key":"ref16","article-title":"Gpt4graph: Can large language models understand graph structured data? an empirical evaluation and benchmarking","author":"Guo","year":"2023"},{"key":"ref17","article-title":"Can llms effectively leverage graph structural information: when and why","author":"Huang","year":"2023"},{"key":"ref18","article-title":"Can language models solve graph problems in natural language?","volume":"36","author":"Wang","year":"2024","journal-title":"Advances in Neural Information Processing Systems"},{"issue":"5","key":"ref19","first-page":"7","article-title":"Natural language is all a graph needs","volume":"4","author":"Ye","year":"2023"},{"key":"ref20","first-page":"7793","article-title":"Beyond homophily in graph neural networks: Current limitations and effective designs","volume":"33","author":"Zhu","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/276675.276685"},{"key":"ref22","article-title":"Partition-based active learning for graph neural networks","author":"Ma","year":"2022"},{"key":"ref23","first-page":"27978","article-title":"Rim: Reliable influence-based active learning on graphs","volume":"34","author":"Zhang","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1410"}],"event":{"name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","location":"Hyderabad, India","start":{"date-parts":[[2025,4,6]]},"end":{"date-parts":[[2025,4,11]]}},"container-title":["ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10887540\/10887541\/10889118.pdf?arnumber=10889118","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T05:25:28Z","timestamp":1774416328000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10889118\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,6]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/icassp49660.2025.10889118","relation":{},"subject":[],"published":{"date-parts":[[2025,4,6]]}}}