{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T23:54:52Z","timestamp":1767311692313,"version":"3.48.0"},"publisher-location":"Singapore","reference-count":34,"publisher":"Springer Nature Singapore","isbn-type":[{"value":"9789819539055","type":"print"},{"value":"9789819539062","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-981-95-3906-2_30","type":"book-chapter","created":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T23:51:23Z","timestamp":1767311483000},"page":"415-430","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Image Attribute Completion: A Novel Task for\u00a0Multi-modal Knowledge Graph"],"prefix":"10.1007","author":[{"given":"Yirui","family":"Ma","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qian","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xi","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaofang","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lei","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2026,1,2]]},"reference":[{"key":"30_CR1","doi-asserted-by":"crossref","unstructured":"Balazevic, I., Allen, C., Hospedales, T.M.: Tucker: tensor factorization for knowledge graph completion. In: EMNLP, pp. 5184\u20135193 (2019)","DOI":"10.18653\/v1\/D19-1522"},{"key":"30_CR2","doi-asserted-by":"crossref","unstructured":"Bayram, E., Garc\u00eda-Dur\u00e1n, A., West, R.: Node attribute completion in knowledge graphs with multi-relational propagation. In: ICASSP, pp. 3590\u20133594 (2020)","DOI":"10.1109\/ICASSP39728.2021.9414016"},{"key":"30_CR3","unstructured":"Bordes, A., Usunier, N., Garc\u00eda-Dur\u00e1n, A., Weston, J., Yakhnenko, O.: Translating embeddings for modeling multi-relational data. In: NeurIPS, pp. 2787\u20132795 (2013)"},{"key":"30_CR4","unstructured":"Bordes, A., Usunier, N., Garcia-Dur\u00e1n, A., Weston, J., Yakhnenko, O.: Translating embeddings for modeling multi-relational data. In: NeurIPS, pp. 2787\u20132795 (2013)"},{"key":"30_CR5","doi-asserted-by":"crossref","unstructured":"Chen, J., et al.: Knowledge-enhanced black-box attacks for recommendations. In: SIGKDD, pp. 108\u2013117 (2022)","DOI":"10.1145\/3534678.3539359"},{"key":"30_CR6","doi-asserted-by":"crossref","unstructured":"Chen, Z., et\u00a0al: MEAformer: multi-modal entity alignment transformer for meta modality hybrid. In: ACM MM. p. 3317\u20133327 (2023)","DOI":"10.1145\/3581783.3611786"},{"key":"30_CR7","unstructured":"Devlin, J., et\u00a0al: BERT: pre-training of deep bidirectional transformers for language understanding. In: NAACL, pp. 4171\u20134186 (2019)"},{"key":"30_CR8","doi-asserted-by":"crossref","unstructured":"Gregucci, C., et\u00a0al: Link prediction with attention applied on multiple knowledge graph embedding models. In: WWW, pp. 2600\u20132610 (2023)","DOI":"10.1145\/3543507.3583358"},{"key":"30_CR9","doi-asserted-by":"crossref","unstructured":"Huang, X., Zhang, J., Li, D., Li, P.: Knowledge graph embedding based question answering. In: WSDM, pp. 105\u2013113 (2019)","DOI":"10.1145\/3289600.3290956"},{"key":"30_CR10","unstructured":"Joze, H.R.V., Shaban, A., Iuzzolino, M.L., Koishida, K.: MMTM: multimodal transfer module for CNN fusion. In: CVPR, pp. 13286\u201313296 (2019)"},{"key":"30_CR11","unstructured":"Kotnis, B., Garca-Durn, A.: Learning numerical attributes in knowledge bases. In: AKBC, pp. 1\u201320 (2019)"},{"key":"30_CR12","doi-asserted-by":"crossref","unstructured":"Lee, J., Chung, C., Lee, H., Jo, S., Whang, J.: VISTA: visual-textual knowledge graph representation learning. In: EMNLP, pp. 7314\u20137328 (2023)","DOI":"10.18653\/v1\/2023.findings-emnlp.488"},{"key":"30_CR13","unstructured":"Li, L.H., Yatskar, M., Yin, D., Hsieh, C.J., Chang, K.W.: VisualBERT: a simple and performant baseline for vision and language. CoRR abs\/1908.03557 (2019)"},{"key":"30_CR14","doi-asserted-by":"crossref","unstructured":"Li, Q., et\u00a0al: Attribute-consistent knowledge graph representation learning for multi-modal entity alignment. In: WWW, pp. 2499\u20132508 (2023)","DOI":"10.1145\/3543507.3583328"},{"key":"30_CR15","doi-asserted-by":"crossref","unstructured":"Li, X., Zhao, X., Xu, J., Zhang, Y., Xing, C.: IMF: interactive multimodal fusion model for link prediction. In: WWW, pp. 2572\u20132580 (2023)","DOI":"10.1145\/3543507.3583554"},{"key":"30_CR16","unstructured":"Lin, Z., Zhang, Z., Wang, M., Shi, Y., Wu, X., Zheng, Y.: Multi-modal contrastive representation learning for entity alignment. In: COLING, pp. 2572\u20132584 (2022)"},{"key":"30_CR17","unstructured":"Nagrani, A., Yang, S., Arnab, A., Jansen, A., Schmid, C., Sun, C.: Attention bottlenecks for multimodal fusion. In: NeurIPS, pp. 14200\u201314213 (2021)"},{"key":"30_CR18","unstructured":"O\u00f1oro-Rubio, D., et\u00a0al: Answering visual-relational queries in web-extracted knowledge graphs. In: AKBC., pp. 1\u201320 (2017)"},{"key":"30_CR19","unstructured":"Radford, A., et\u00a0al: Learning transferable visual models from natural language supervision. In: ICML, pp. 8748\u20138763 (2021)"},{"key":"30_CR20","unstructured":"Sun, Z., Deng, Z., Nie, J.Y., Tang, J.: Rotate: knowledge graph embedding by relational rotation in complex space. In: ICLR, pp. 1\u201318 (2019)"},{"key":"30_CR21","doi-asserted-by":"crossref","unstructured":"Tay, Y., Luu, A.T., Phan, M.C., Hui, S.C.: Multi-task neural network for non-discrete attribute prediction in knowledge graphs. In: CIKM, pp. 1029\u20131038 (2017)","DOI":"10.1145\/3132847.3132937"},{"key":"30_CR22","unstructured":"Trouillon, T., Welbl, J., Riedel, S., Gaussier, \u00c9., Bouchard, G.: Complex embeddings for simple link prediction. In: ICML, pp. 2071\u20132080 (2016)"},{"key":"30_CR23","doi-asserted-by":"crossref","unstructured":"Wang, H., et\u00a0al: RippleNet: propagating user preferences on the knowledge graph for recommender systems. In: CIKM, pp. 417\u2013426 (2018)","DOI":"10.1145\/3269206.3271739"},{"key":"30_CR24","doi-asserted-by":"crossref","unstructured":"Wang, W., Tran, D., Feiszli, M.: What makes training multi-modal classification networks hard? In: CVPR, pp. 12692\u201312702 (2019)","DOI":"10.1109\/CVPR42600.2020.01271"},{"key":"30_CR25","doi-asserted-by":"crossref","unstructured":"Xu, D., Xu, T., Wu, S., Zhou, J., Chen, E.: Relation-enhanced negative sampling for multimodal knowledge graph completion. In: ACM MM, pp. 3857\u20133866 (2022)","DOI":"10.1145\/3503161.3548388"},{"key":"30_CR26","doi-asserted-by":"crossref","unstructured":"Xu, J., Zhang, W., Duan, Q., Li, S.: HOAP: node attribute completion of knowledge graph based on high-order neighbor attribute propagation. Preprint at ArXiv https:\/\/doi.org\/10.21203\/rs.3.rs-1937079\/v1 (2022)","DOI":"10.21203\/rs.3.rs-1937079\/v1"},{"key":"30_CR27","doi-asserted-by":"crossref","unstructured":"Xue, B., Li, Y., Zou, L.: Introducing semantic information for numerical attribute prediction over knowledge graphs. In: ISWC, pp. 3\u201321 (2022)","DOI":"10.1007\/978-3-031-19433-7_1"},{"key":"30_CR28","unstructured":"Yang, B., tau Yih, W., He, X., Gao, J., Deng, L.: Embedding entities and relations for learning and inference in knowledge bases. In: ICLR, pp. 1\u201312 (2014)"},{"key":"30_CR29","doi-asserted-by":"crossref","unstructured":"Yih, W.T., et\u00a0al: Semantic parsing via staged query graph generation: question answering with knowledge base. In: ACL, pp. 1321\u20131331 (2015)","DOI":"10.3115\/v1\/P15-1128"},{"key":"30_CR30","doi-asserted-by":"crossref","unstructured":"Zhang, J., Wang, J., Wang, X., Li, Z., Xiao, Y.: AspectMMKG: a multi-modal knowledge graph with aspect-aware entities. In: CIKM, pp. 3361\u20133370 (2023)","DOI":"10.1145\/3583780.3614782"},{"key":"30_CR31","doi-asserted-by":"crossref","unstructured":"Zhang, L., Rao, A., Agrawala, M.: Adding conditional control to text-to-image diffusion models. In: ICCV, pp. 3813\u20133824 (2023)","DOI":"10.1109\/ICCV51070.2023.00355"},{"key":"30_CR32","doi-asserted-by":"crossref","unstructured":"Zhang, X., Yoon, J., Bansal, M., Yao, H.: Multimodal representation learning by alternating unimodal adaptation. In: CVPR, pp. 27446\u201327456 (2024)","DOI":"10.1109\/CVPR52733.2024.02592"},{"key":"30_CR33","doi-asserted-by":"crossref","unstructured":"Zhang, Y., et\u00a0al: Native: multi-modal knowledge graph completion in the wild. In: SIGIR, pp. 91\u2013101 (2024)","DOI":"10.1145\/3626772.3657800"},{"key":"30_CR34","doi-asserted-by":"crossref","unstructured":"Zheng, S., et al.: MMKGR: multi-hop multi-modal knowledge graph reasoning. In: ICDE, pp. 96\u2013109 (2023)","DOI":"10.1109\/ICDE55515.2023.00015"}],"container-title":["Lecture Notes in Computer Science","Database Systems for Advanced Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-95-3906-2_30","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T23:51:25Z","timestamp":1767311485000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-95-3906-2_30"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9789819539055","9789819539062"],"references-count":34,"URL":"https:\/\/doi.org\/10.1007\/978-981-95-3906-2_30","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"2 January 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"DASFAA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Database Systems for Advanced Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Singapore","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Singapore","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 May 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 May 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"dasfaa2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/dasfaa2025.github.io","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}