{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,13]],"date-time":"2026-01-13T08:51:07Z","timestamp":1768294267697,"version":"3.49.0"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,4,14]],"date-time":"2024-04-14T00:00:00Z","timestamp":1713052800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,4,14]],"date-time":"2024-04-14T00:00:00Z","timestamp":1713052800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006190","name":"Research and Development","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006190","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,4,14]]},"DOI":"10.1109\/icassp48485.2024.10447436","type":"proceedings-article","created":{"date-parts":[[2024,3,18]],"date-time":"2024-03-18T18:56:31Z","timestamp":1710788191000},"page":"11096-11100","source":"Crossref","is-referenced-by-count":3,"title":["MHPS: Multimodality-Guided Hierarchical Policy Search for Knowledge Graph Reasoning"],"prefix":"10.1109","author":[{"given":"Chen","family":"Gao","sequence":"first","affiliation":[{"name":"Nanjing University of Science and Technology,School of Cyber Science and Engineering,Nanjing,China"}]},{"given":"Xugong","family":"Qin","sequence":"additional","affiliation":[{"name":"Nanjing University of Science and Technology,School of Cyber Science and Engineering,Nanjing,China"}]},{"given":"Peng","family":"Zhang","sequence":"additional","affiliation":[{"name":"Nanjing University of Science and Technology,School of Cyber Science and Engineering,Nanjing,China"}]},{"given":"Yongquan","family":"He","sequence":"additional","affiliation":[{"name":"Meituan,Bejing,China"}]},{"given":"Xinjian","family":"Huang","sequence":"additional","affiliation":[{"name":"Nanjing University of Science and Technology,School of Cyber Science and Engineering,Nanjing,China"}]},{"given":"Ming","family":"Zhou","sequence":"additional","affiliation":[{"name":"Nanjing University of Science and Technology,School of Cyber Science and Engineering,Nanjing,China"}]},{"given":"Liehuang","family":"Zhu","sequence":"additional","affiliation":[{"name":"Beijing Institute of Technology,School of Cyberspace Science and Technology,Beijing,China"}]},{"given":"Qingfeng","family":"Tan","sequence":"additional","affiliation":[{"name":"Guangzhou University,Cyberspace Institute of Advanced Technology,Guangzhou,China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9747229"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3539618.3591698"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9747251"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-21348-0_30"},{"key":"ref5","first-page":"2787","article-title":"Translating embeddings for modeling multi-relational data","volume-title":"NIPS","author":"Bordes"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.eacl-main.127"},{"key":"ref7","article-title":"Go for a walk and arrive at the answer: Reasoning over paths in knowledge bases using reinforcement learning","volume-title":"ICLR","author":"Das"},{"key":"ref8","first-page":"6787","article-title":"M-walk: Learning to walk over graphs using monte carlo tree search","author":"Shen","year":"2018","journal-title":"NeurIPS"},{"key":"ref9","first-page":"1","article-title":"Hsmh: A hierarchical sequence multi-hop reasoning model with reinforcement learning","volume-title":"TKDE","author":"Wang"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.688"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE55515.2023.00015"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2019.01.005"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i5.20538"},{"issue":"14","key":"ref14","first-page":"281","article-title":"Some methods for classification and analysis of multivariate observations","volume-title":"Proceedings of the fifth Berkeley symposium on mathematical statistics and probability","volume":"1","author":"MacQueen"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531992"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.5244\/C.28.6"},{"key":"ref17","article-title":"Efficient estimation of word representations in vector space","volume-title":"ICLR","author":"Mikolov"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1174"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11573"},{"key":"ref20","article-title":"Embedding entities and relations for learning and inference in knowledge bases","volume-title":"ICLR","author":"Bishan"},{"key":"ref21","first-page":"2071","article-title":"Complex embeddings for simple link prediction","volume-title":"ICML","author":"Trouillon"},{"key":"ref22","first-page":"2319","article-title":"Differentiable learning of logical rules for knowledge base reasoning","volume-title":"NIPS","author":"Yang"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/S18-2027"}],"event":{"name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","location":"Seoul, Korea, Republic of","start":{"date-parts":[[2024,4,14]]},"end":{"date-parts":[[2024,4,19]]}},"container-title":["ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10445798\/10445803\/10447436.pdf?arnumber=10447436","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,2]],"date-time":"2024-08-02T05:38:15Z","timestamp":1722577095000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10447436\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4,14]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/icassp48485.2024.10447436","relation":{},"subject":[],"published":{"date-parts":[[2024,4,14]]}}}