{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,8]],"date-time":"2026-01-08T20:12:50Z","timestamp":1767903170079,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":48,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,5,30]],"date-time":"2024-05-30T00:00:00Z","timestamp":1717027200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,5,30]]},"DOI":"10.1145\/3652583.3658085","type":"proceedings-article","created":{"date-parts":[[2024,6,7]],"date-time":"2024-06-07T06:30:40Z","timestamp":1717741840000},"page":"366-375","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Multi-modal Entity Alignment via Position-enhanced Multi-label Propagation"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9250-4163","authenticated-orcid":false,"given":"Wei","family":"Tang","sequence":"first","affiliation":[{"name":"Huawei Translation Services Center, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-8909-5774","authenticated-orcid":false,"given":"Yuanyi","family":"Wang","sequence":"additional","affiliation":[{"name":"Huawei Test &amp; ATE Dept, CRDU, Guangdong, China"}]}],"member":"320","published-online":{"date-parts":[[2024,6,7]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"E. An. 1998. An Elementary Introduction to Modern Convex Geometry. (1998)."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/3503161.3548273"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1140"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"crossref","unstructured":"Yixin Cao Xiang Wang Xiangnan He Zikun Hu and Tat-Seng Chua. 2019b. Unifying knowledge graph learning and recommendation: Towards a better understanding of user preferences. In The world wide web conference. 151--161.","DOI":"10.1145\/3308558.3313705"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3532679"},{"key":"e_1_3_2_1_6_1","volume-title":"Engineering and Management: 13th International Conference, KSEM 2020, Hangzhou, China, August 28--30, 2020, Proceedings, Part I 13","author":"Chen Liyi","year":"2020","unstructured":"Liyi Chen, Zhi Li, Yijun Wang, Tong Xu, Zhefeng Wang, and Enhong Chen. 2020. MMEA: entity alignment for multi-modal knowledge graph. In Knowledge Science, Engineering and Management: 13th International Conference, KSEM 2020, Hangzhou, China, August 28--30, 2020, Proceedings, Part I 13. Springer, 134--147."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539244"},{"key":"e_1_3_2_1_8_1","volume-title":"Multi-modal Siamese Network for Entity Alignment. In KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","author":"Chen Liyi","year":"2022","unstructured":"Liyi Chen, Zhi Li, Tong Xu, Han Wu, Zhefeng Wang, Nicholas Jing Yuan, and Enhong Chen. 2022c. Multi-modal Siamese Network for Entity Alignment. In KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022, Aidong Zhang and Huzefa Rangwala (Eds.). ACM, 118--126."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531992"},{"key":"e_1_3_2_1_10_1","volume-title":"MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid. CoRR","author":"Chen Zhuo","year":"2022","unstructured":"Zhuo Chen, Jiaoyan Chen, Wen Zhang, Lingbing Guo, Yin Fang, Yufeng Huang, Yuxia Geng, Jeff Z. Pan, Wenting Song, and Huajun Chen. 2022a. MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid. CoRR , Vol. abs\/2212.14454 (2022)."},{"key":"e_1_3_2_1_11_1","volume-title":"On Positional and Structural Node Features for Graph Neural Networks on Non-attributed Graphs. CoRR","author":"Cui Hejie","year":"2021","unstructured":"Hejie Cui, Zijie Lu, Pan Li, and Carl Yang. 2021. On Positional and Structural Node Features for Graph Neural Networks on Non-attributed Graphs. CoRR (2021)."},{"key":"e_1_3_2_1_12_1","volume-title":"Proc. of NeurIPS.","author":"Cuturi Marco","year":"2013","unstructured":"Marco Cuturi. 2013. Sinkhorn Distances: Lightspeed Computation of Optimal Transport. In Proc. of NeurIPS."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"crossref","unstructured":"Xingbo Du Junchi Yan and Hongyuan Zha. 2019. Joint Link Prediction and Network Alignment via Cross-graph Embedding.. In IJCAI. 2251--2257.","DOI":"10.24963\/ijcai.2019\/312"},{"key":"e_1_3_2_1_14_1","volume-title":"Thomas Laurent, Yoshua Bengio, and Xavier Bresson.","author":"Dwivedi Vijay Prakash","year":"2021","unstructured":"Vijay Prakash Dwivedi, Anh Tuan Luu, Thomas Laurent, Yoshua Bengio, and Xavier Bresson. 2021. Graph Neural Networks with Learnable Structural and Positional Representations. CoRR (2021)."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.3028705"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11927"},{"key":"e_1_3_2_1_17_1","volume-title":"Deep Residual Learning for Image Recognition. In 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 770--778","author":"He Kaiming","year":"2016","unstructured":"Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun. 2016. Deep Residual Learning for Image Recognition. In 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 770--778."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611976700.20"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1274"},{"key":"e_1_3_2_1_20_1","volume-title":"Proceedings of the 29th International Conference on Computational Linguistics, COLING 2022, Gyeongju, Republic of Korea, October 12--17","author":"Lin Zhenxi","year":"2022","unstructured":"Zhenxi Lin, Ziheng Zhang, Meng Wang, Yinghui Shi, Xian Wu, and Yefeng Zheng. 2022. Multi-modal Contrastive Representation Learning for Entity Alignment. In Proceedings of the 29th International Conference on Computational Linguistics, COLING 2022, Gyeongju, Republic of Korea, October 12--17, 2022. International Committee on Computational Linguistics, 2572--2584."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16550"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16550"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539289"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-21348-0_30"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.emnlp-main.52"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D18-1359"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3503161.3551604"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02289451"},{"key":"e_1_3_2_1_30_1","volume-title":"Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, *SEM@NAACL-HLT 2018","author":"Sergieh Hatem Mousselly","year":"2018","unstructured":"Hatem Mousselly Sergieh, Teresa Botschen, Iryna Gurevych, and Stefan Roth. 2018. A Multimodal Translation-Based Approach for Knowledge Graph Representation Learning. In Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, *SEM@NAACL-HLT 2018, New Orleans, Louisiana, USA, June 5--6, 2018. 225--234."},{"key":"e_1_3_2_1_31_1","volume-title":"Very deep convolutional networks for large-scale image recognition. arXiv preprint arXiv:1409.1556","author":"Simonyan Karen","year":"2014","unstructured":"Karen Simonyan and Andrew Zisserman. 2014. Very deep convolutional networks for large-scale image recognition. arXiv preprint arXiv:1409.1556 (2014)."},{"key":"e_1_3_2_1_32_1","volume-title":"Proc. of ICLR.","author":"Srinivasan Balasubramaniam","year":"2020","unstructured":"Balasubramaniam Srinivasan and Bruno Ribeiro. 2020. On the Equivalence between Positional Node Embeddings and Structural Graph Representations. In Proc. of ICLR."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3411947"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/611"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5354"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/3487553.3524720"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/3539597.3570394"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2023.3270119"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/3539618.3591735"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2006.70"},{"key":"e_1_3_2_1_41_1","volume-title":"Proc. of NeurIPS.","author":"Vaswani Ashish","year":"2017","unstructured":"Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017. Attention is All you Need. In Proc. of NeurIPS."},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bdr.2020.100159"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/438"},{"key":"e_1_3_2_1_44_1","volume-title":"Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)","author":"Yang Hsiu-Wei","unstructured":"Hsiu-Wei Yang, Yanyan Zou, Peng Shi, Wei Lu, Jimmy Lin, and Xu Sun. 2019. Aligning Cross-Lingual Entities with Multi-Aspect Information. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). Association for Computational Linguistics, 4431--4441."},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"crossref","unstructured":"Shiquan Yang Rui Zhang Sarah M Erfani and Jey Han Lau. 2021. UniMF: A Unified Framework to Incorporate Multimodal Knowledge Bases intoEnd-to-End Task-Oriented Dialogue Systems.. In IJCAI. 3978--3984.","DOI":"10.24963\/ijcai.2021\/548"},{"key":"e_1_3_2_1_46_1","volume-title":"Proc. of ICML.","author":"You Jiaxuan","year":"2019","unstructured":"Jiaxuan You, Rex Ying, and Jure Leskovec. 2019. Position-aware Graph Neural Networks. In Proc. of ICML."},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/269"},{"key":"e_1_3_2_1_48_1","volume-title":"Building a large-scale multimodal knowledge base system for answering visual queries. arXiv preprint arXiv:1507.05670","author":"Zhu Yuke","year":"2015","unstructured":"Yuke Zhu, Ce Zhang, Christopher R\u00e9, and Li Fei-Fei. 2015. Building a large-scale multimodal knowledge base system for answering visual queries. arXiv preprint arXiv:1507.05670 (2015)."}],"event":{"name":"ICMR '24: International Conference on Multimedia Retrieval","location":"Phuket Thailand","acronym":"ICMR '24","sponsor":["SIGMM ACM Special Interest Group on Multimedia","SIGSOFT ACM Special Interest Group on Software Engineering"]},"container-title":["Proceedings of the 2024 International Conference on Multimedia Retrieval"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3652583.3658085","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3652583.3658085","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T08:54:38Z","timestamp":1755766478000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3652583.3658085"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,30]]},"references-count":48,"alternative-id":["10.1145\/3652583.3658085","10.1145\/3652583"],"URL":"https:\/\/doi.org\/10.1145\/3652583.3658085","relation":{},"subject":[],"published":{"date-parts":[[2024,5,30]]},"assertion":[{"value":"2024-06-07","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}