{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:18:30Z","timestamp":1763191110801,"version":"3.45.0"},"reference-count":44,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"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":[[2025,6,30]]},"DOI":"10.1109\/ijcnn64981.2025.11228190","type":"proceedings-article","created":{"date-parts":[[2025,11,14]],"date-time":"2025-11-14T18:46:15Z","timestamp":1763145975000},"page":"1-8","source":"Crossref","is-referenced-by-count":0,"title":["IKG-Agent: Intent-driven Knowledge Graph Agent for Adaptive Workflow Reasoning"],"prefix":"10.1109","author":[{"given":"YunZhi","family":"Liang","sequence":"first","affiliation":[{"name":"Chinese Academy of Sciences,Institute of Information Engineering,BeiJing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"SiYang","family":"Tao","sequence":"additional","affiliation":[{"name":"University of Chinese Academy of Sciences,School of Electronic, Electrical and Communication Engineering,BeiJing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"HaoYuan","family":"Teng","sequence":"additional","affiliation":[{"name":"Chinese Academy of Sciences,Institute of Information Engineering,BeiJing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"HongYu","family":"Yao","sequence":"additional","affiliation":[{"name":"Chinese Academy of Sciences,Institute of Information Engineering,BeiJing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xin","family":"Wang","sequence":"additional","affiliation":[{"name":"Chinese Academy of Sciences,Institute of Information Engineering,BeiJing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaobo","family":"Guo","sequence":"additional","affiliation":[{"name":"Chinese Academy of Sciences,Institute of Information Engineering,BeiJing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lei","family":"Wang","sequence":"additional","affiliation":[{"name":"Chinese Academy of Sciences,Institute of Information Engineering,BeiJing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ji","family":"Xiang","sequence":"additional","affiliation":[{"name":"Chinese Academy of Sciences,Institute of Information Engineering,BeiJing,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"article-title":"Do large language models know about facts?","year":"2023","author":"Hu","key":"ref1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-acl.122"},{"article-title":"Knowledge graph question answering via sparql silhouette generation","year":"2021","author":"Purkayastha","key":"ref3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-emnlp.927"},{"article-title":"Graph-constrained reasoning: Faithful reasoning on knowledge graphs with large language models","year":"2024","author":"Luo","key":"ref5"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i05.6426"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1005"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP48485.2024.10447439"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.emnlp-main.574"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D18-1455"},{"article-title":"Reasoning on graphs: Faithful and interpretable large language model reasoning","year":"2023","author":"Luo","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i23.34658"},{"article-title":"Think-on-graph: Deep and responsible reasoning of large language model with knowledge graph","year":"2023","author":"Sun","key":"ref13"},{"key":"ref14","first-page":"arXiv-2407","article-title":"Think-on-graph 2.0: Deep and interpretable large language model reasoning with knowledge graph-guided retrieval","author":"Ma","year":"2024"},{"article-title":"Gnn-rag: Graph neural retrieval for large language model reasoning","year":"2024","author":"Mavromatis","key":"ref15"},{"article-title":"From local to global: A graph rag approach to query-focused summarization","year":"2024","author":"Edge","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2025.acl-long.468"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2025.findings-naacl.205"},{"article-title":"Simple is effective: The roles of graphs and large language models in knowledge-graph-based retrieval-augmented generation","year":"2024","author":"Li","key":"ref19"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.acl-demos.35"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-acl.203"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.emnlp-main.1023"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-emnlp.670"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.emnlp-main.378"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D16-1147"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.412"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3437963.3441753"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.341"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.acl-long.201"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1242"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.acl-long.396"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.acl-long.57"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.91"},{"article-title":"Arcaneqa: Dynamic program induction and contextualized encoding for knowledge base question answering","year":"2022","author":"Gu","key":"ref34"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.acl-long.417"},{"article-title":"Knowledge-driven cot: Exploring faithful reasoning in llms for knowledge-intensive question answering","year":"2023","author":"Wang","key":"ref36"},{"article-title":"Unikgqa: Unified retrieval and reasoning for solving multi-hop question answering over knowledge graph","year":"2022","author":"Jiang","key":"ref37"},{"article-title":"Decaf: Joint decoding of answers and logical forms for question answering over knowledge bases","year":"2022","author":"Yu","key":"ref38"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/p16-2033"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-1059"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/1376616.1376746"},{"article-title":"Chain-of-knowledge: Grounding large language models via dynamic knowledge adapting over heterogeneous sources","year":"2023","author":"Li","key":"ref42"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.matching-1.7"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.acl-long.385"}],"event":{"name":"2025 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2025,6,30]]},"location":"Rome, Italy","end":{"date-parts":[[2025,7,5]]}},"container-title":["2025 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11227166\/11227148\/11228190.pdf?arnumber=11228190","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:15:51Z","timestamp":1763190951000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11228190\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,30]]},"references-count":44,"URL":"https:\/\/doi.org\/10.1109\/ijcnn64981.2025.11228190","relation":{},"subject":[],"published":{"date-parts":[[2025,6,30]]}}}