{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,4]],"date-time":"2026-07-04T08:19:23Z","timestamp":1783153163047,"version":"3.54.6"},"publisher-location":"New York, NY, USA","reference-count":65,"publisher":"ACM","funder":[{"name":"National Natural Science Foundation of China","award":["62406319"],"award-info":[{"award-number":["62406319"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,4,13]]},"DOI":"10.1145\/3774904.3792252","type":"proceedings-article","created":{"date-parts":[[2026,4,27]],"date-time":"2026-04-27T13:28:36Z","timestamp":1777296516000},"page":"3744-3754","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Conditional Diffusion Guided Knowledge Transfer for Multi-Domain Knowledge Graph Completion"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4865-982X","authenticated-orcid":false,"given":"Jiawei","family":"Sheng","sequence":"first","affiliation":[{"name":"Institute of Information Engineering, CAS, Beijing, China, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-1674-7635","authenticated-orcid":false,"given":"Taoyu","family":"Su","sequence":"additional","affiliation":[{"name":"Institute of Information Engineering, CAS, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-6645-0597","authenticated-orcid":false,"given":"Xixun","family":"Lin","sequence":"additional","affiliation":[{"name":"Institute of Information Engineering, CAS, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-7374-5413","authenticated-orcid":false,"given":"Xiaodong","family":"Li","sequence":"additional","affiliation":[{"name":"Institute of Information Engineering, CAS, Beijing, China and School of Cyber Security, UCAS, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0750-6923","authenticated-orcid":false,"given":"Tingwen","family":"Liu","sequence":"additional","affiliation":[{"name":"Institute of Information Engineering, CAS, Beijing, China and School of Cyber Security, UCAS, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,4,12]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Proceedings of NeurIPS. 2787\u20132795","author":"Bordes Antoine","year":"2013","unstructured":"Antoine Bordes, Nicolas Usunier, Alberto Garcia-Dur\u00e1n, Jason Weston, and Oksana Yakhnenko. 2013. Translating Embeddings for Modeling Multi-Relational Data. In Proceedings of NeurIPS. 2787\u20132795."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/3637528.3671997"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/209"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.24963\/IJCAI.2023\/737"},{"key":"e_1_3_2_1_5_1","first-page":"1597","volume-title":"Proceedings of ICML","volume":"119","author":"Chen Ting","unstructured":"Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey E. Hinton. 2020c. A Simple Framework for Contrastive Learning of Visual Representations. In Proceedings of ICML, Vol. 119. PMLR, 1597-1607. http:\/\/proceedings.mlr.press\/v119\/chen20j.html"},{"key":"e_1_3_2_1_6_1","first-page":"3227","article-title":"Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer","author":"Chen Xuelu","year":"2020","unstructured":"Xuelu Chen, Muhao Chen, Changjun Fan, Ankith Uppunda, Yizhou Sun, and Carlo Zaniolo. 2020a. Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer. In Findings of EMNLP. 3227-3238.","journal-title":"Findings of EMNLP."},{"key":"e_1_3_2_1_7_1","first-page":"3227","article-title":"Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer","author":"Chen Xuelu","year":"2020","unstructured":"Xuelu Chen, Muhao Chen, Changjun Fan, Ankith Uppunda, Yizhou Sun, and Carlo Zaniolo. 2020b. Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer. In Findings of EMNLP. 3227-3238.","journal-title":"Findings of EMNLP."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11573"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.5555\/2503308.2188410"},{"key":"e_1_3_2_1_10_1","volume-title":"Hashimoto","author":"Gulrajani Ishaan","year":"2023","unstructured":"Ishaan Gulrajani and Tatsunori B. Hashimoto. 2023. Likelihood-Based Diffusion Language Models. In Proceedings of NeurIPS, Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, and Sergey Levine (Eds.)."},{"key":"e_1_3_2_1_11_1","volume-title":"Proceedings of NeurIPS. http:\/\/papers.nips.cc\/paper_files\/paper\/2024\/hash\/fe03053bd2cf5b5c56de1e463bc53e1a-Abstract-Conference.html","author":"Guo Lingbing","year":"2024","unstructured":"Lingbing Guo, Zhongpu Bo, Zhuo Chen, Yichi Zhang, Jiaoyan Chen, Yarong Lan, Mengshu Sun, Zhiqiang Zhang, Yangyifei Luo, Qian Li, Qiang Zhang, Wen Zhang, and Huajun Chen. 2024. MKGL: Mastery of a Three-Word Language. In Proceedings of NeurIPS. http:\/\/papers.nips.cc\/paper_files\/paper\/2024\/hash\/fe03053bd2cf5b5c56de1e463bc53e1a-Abstract-Conference.html"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.2506.04211"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISCTIS63324.2024.10699111"},{"key":"e_1_3_2_1_14_1","volume-title":"Proceedings of NeurIPS.","author":"Ho Jonathan","year":"2020","unstructured":"Jonathan Ho, Ajay Jain, and Pieter Abbeel. 2020. Denoising Diffusion Probabilistic Models. In Proceedings of NeurIPS."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.2207.12598"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.52202\/075280-2849"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.2504.06543"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.18653\/V1\/2022.ACL-LONG.36"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3616855.3635850"},{"key":"e_1_3_2_1_20_1","volume-title":"International Conference on Learning Representations.","author":"Kingma Diederik P","year":"2014","unstructured":"Diederik P Kingma and Jimmy Ba. 2014. Adam: A method for stochastic optimization.. In International Conference on Learning Representations."},{"key":"e_1_3_2_1_21_1","volume-title":"Proceedings of ICLR.","author":"Kingma Diederik P","year":"2014","unstructured":"Diederik P Kingma and Max Welling. 2014. Auto-Encoding Variational Bayes. In Proceedings of ICLR."},{"key":"e_1_3_2_1_22_1","volume-title":"Semi-Supervised Classification with Graph Convolutional Networks. In International Conference on Learning Representations.","author":"Thomas","unstructured":"Thomas N. Kipf and Max Welling. 2017. Semi-Supervised Classification with Graph Convolutional Networks. In International Conference on Learning Representations."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"crossref","unstructured":"Dawei Li Zhen Tan Tianlong Chen and Huan Liu. 2024. Contextualization Distillation from Large Language Model for Knowledge Graph Completion Yvette Graham and Matthew Purver (Eds.). 458-477. https:\/\/aclanthology.org\/2024.findings-eacl.32","DOI":"10.18653\/v1\/2024.findings-eacl.32"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186150"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3701716.3715240"},{"key":"e_1_3_2_1_26_1","volume-title":"Proceedings of ICML","author":"Liu Junnan","year":"2024","unstructured":"Junnan Liu, Qianren Mao, Weifeng Jiang, and Jianxin Li. 2024a. KNOWFORMER: revisiting transformers for knowledge graph reasoning. In Proceedings of ICML (Vienna, Austria) (ICML'24). Article 1280, 22 pages."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3543507.3583316"},{"key":"e_1_3_2_1_28_1","first-page":"199","article-title":"Finetuning Generative Large Language Models with Discrimination Instructions for Knowledge Graph Completion","author":"Liu Yang","year":"2024","unstructured":"Yang Liu, Xiaobin Tian, Zequn Sun, and Wei Hu. 2024b. Finetuning Generative Large Language Models with Discrimination Instructions for Knowledge Graph Completion. In Proceedings of ISWC. 199-217.","journal-title":"Proceedings of ISWC."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3589334.3645451"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1609\/AAAI.V38I8.28732"},{"key":"e_1_3_2_1_31_1","volume-title":"Weinberger","author":"Lovelace Justin","year":"2023","unstructured":"Justin Lovelace, Varsha Kishore, Chao Wan, Eliot Shekhtman, and Kilian Q. Weinberger. 2023. Latent Diffusion for Language Generation. In Proceedings of NeurIPS."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/3589557"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3352100"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2024.3424985"},{"key":"e_1_3_2_1_35_1","volume-title":"Proceedings of ICLR.","author":"Podell Dustin","year":"2024","unstructured":"Dustin Podell, Zion English, Kyle Lacey, Andreas Blattmann, Tim Dockhorn, Jonas M\u00fcller, Joe Penna, and Robin Rombach. 2024. SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis. In Proceedings of ICLR."},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01110"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"e_1_3_2_1_38_1","volume-title":"Ivan Titov, and Max Welling.","author":"Schlichtkrull Michael","year":"2018","unstructured":"Michael Schlichtkrull, Thomas N Kipf, Peter Bloem, Rianne Van Den Berg, Ivan Titov, and Max Welling. 2018. Modeling relational data with graph convolutional networks. In European semantic web conference. Springer, 593-607."},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33013060"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.18653\/V1\/2020.EMNLP-MAIN.131"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v40i18.38601"},{"key":"e_1_3_2_1_42_1","unstructured":"Harkanwar Singh Prachi Jain Soumen Chakrabarti et al. 2021. Multilingual Knowledge Graph Completion with Joint Relation and Entity Alignment. arXiv preprint arXiv:2104.08804 (2021)."},{"key":"e_1_3_2_1_43_1","first-page":"2256","volume-title":"Proceedings of ICML","volume":"37","author":"Sohl-Dickstein Jascha","year":"2015","unstructured":"Jascha Sohl-Dickstein, Eric A. Weiss, Niru Maheswaranathan, and Surya Ganguli. 2015. Deep Unsupervised Learning using Nonequilibrium Thermodynamics. In Proceedings of ICML, Vol. 37. 2256-2265."},{"key":"e_1_3_2_1_44_1","volume-title":"Proceedings of ICLR.","author":"Sun Zhiqing","year":"2019","unstructured":"Zhiqing Sun, Zhi-Hong Deng, Jian-Yun Nie, and Jian Tang. 2019. RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space. In Proceedings of ICLR."},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.24963\/IJCAI.2018\/611"},{"key":"e_1_3_2_1_46_1","first-page":"32875","article-title":"What Makes Entities Similar","author":"Sun Zequn","year":"2023","unstructured":"Zequn Sun, Jiacheng Huang, Xiaozhou Xu, Qijin Chen, Weijun Ren, and Wei Hu. 2023. What Makes Entities Similar? A Similarity Flooding Perspective for Multi-sourced Knowledge Graph Embeddings. In Proceedings of IMCL. 32875-32885. https:\/\/proceedings.mlr.press\/v202\/sun23d.html","journal-title":"In Proceedings of IMCL."},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.18653\/V1\/2023.ACL-LONG.586"},{"key":"e_1_3_2_1_48_1","first-page":"2071","article-title":"Complex embeddings for simple link prediction","author":"Trouillon Th\u00e9o","year":"2016","unstructured":"Th\u00e9o Trouillon, Johannes Welbl, Sebastian Riedel, \u00c9ric Gaussier, and Guillaume Bouchard. 2016. Complex embeddings for simple link prediction. In Proceedings of ICML. PMLR, 2071-2080.","journal-title":"Proceedings of ICML. PMLR"},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2017.2754499"},{"key":"e_1_3_2_1_50_1","first-page":"832","article-title":"Diffusion Recommender Model","author":"Wang Wenjie","year":"2023","unstructured":"Wenjie Wang, Yiyan Xu, Fuli Feng, Xinyu Lin, Xiangnan He, and Tat-Seng Chua. 2023. Diffusion Recommender Model. In Proceedings of SIGIR. ACM, 832-841.","journal-title":"Proceedings of SIGIR. ACM"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1162\/TACL_A_00360"},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.18653\/V1\/2023.FINDINGS-EMNLP.580"},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1609\/AAAI.V30I1.10329"},{"key":"e_1_3_2_1_54_1","volume-title":"Proceedings of ICLR.","author":"Yang Bishan","year":"2015","unstructured":"Bishan Yang, Wen-tau Yih, Xiaodong He, Jianfeng Gao, and Li Deng. 2015. Embedding entities and relations for learning and inference in knowledge bases. In Proceedings of ICLR."},{"key":"e_1_3_2_1_55_1","first-page":"5890","article-title":"DAEA","author":"Yang Linyan","year":"2025","unstructured":"Linyan Yang, Shiqiao Zhou, Jingwei Cheng, Fu Zhang, Jizheng Wan, Shuo Wang, and Mark Lee. 2025b. DAEA: Enhancing Entity Alignment in Real-World Knowledge Graphs Through Multi-Source Domain Adaptation. In Proceedings of COLING. 5890-5901. https:\/\/aclanthology.org\/2025.coling-main.393\/","journal-title":"In Proceedings of COLING."},{"key":"e_1_3_2_1_56_1","first-page":"2215","article-title":"A Translation-Based Heterogeneous Graph Neural Network for Multiple Knowledge Graphs Alignment","author":"Yang Yaming","year":"2025","unstructured":"Yaming Yang, Zhuofeng Luo, Zhe Wang, Weigang Lu, Yiheng Lu, Ziyu Guan, Wei Zhao, and Yuanhai Lv. 2025a. A Translation-Based Heterogeneous Graph Neural Network for Multiple Knowledge Graphs Alignment. In Proceedings of ICDE. 2215-2226.","journal-title":"Proceedings of ICDE."},{"key":"e_1_3_2_1_57_1","volume-title":"Proceedings of NeurIPS. http:\/\/papers.nips.cc\/paper_files\/paper\/2023\/hash\/4c5e2bcbf21bdf40d75fddad0bd43dc9-Abstract-Conference.html","author":"Yang Zhengyi","year":"2023","unstructured":"Zhengyi Yang, Jiancan Wu, Zhicai Wang, Xiang Wang, Yancheng Yuan, and Xiangnan He. 2023. Generate What You Prefer: Reshaping Sequential Recommendation via Guided Diffusion. In Proceedings of NeurIPS. http:\/\/papers.nips.cc\/paper_files\/paper\/2023\/hash\/4c5e2bcbf21bdf40d75fddad0bd43dc9-Abstract-Conference.html"},{"key":"e_1_3_2_1_58_1","volume-title":"Proceedings of AAAI","author":"Yao Liang","year":"2020","unstructured":"Liang Yao, Chengsheng Mao, and Yuan Luo. 2020. KG-BERT: BERT for Knowledge Graph Completion. Proceedings of AAAI (2020)."},{"key":"e_1_3_2_1_59_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49660.2025.10889242"},{"key":"e_1_3_2_1_60_1","doi-asserted-by":"publisher","DOI":"10.1145\/3696410.3714808"},{"key":"e_1_3_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.24963\/IJCAI.2019\/754"},{"key":"e_1_3_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1145\/3664647.3681327"},{"key":"e_1_3_2_1_63_1","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.2405.13085"},{"key":"e_1_3_2_1_64_1","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380289"},{"key":"e_1_3_2_1_65_1","doi-asserted-by":"publisher","DOI":"10.1609\/AAAI.V35I5.16606"}],"event":{"name":"WWW '26: The ACM Web Conference 2026","location":"Dubai United Arab Emirates","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"]},"container-title":["Proceedings of the ACM Web Conference 2026"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3774904.3792252","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,4]],"date-time":"2026-07-04T07:54:33Z","timestamp":1783151673000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3774904.3792252"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4,12]]},"references-count":65,"alternative-id":["10.1145\/3774904.3792252","10.1145\/3774904"],"URL":"https:\/\/doi.org\/10.1145\/3774904.3792252","relation":{},"subject":[],"published":{"date-parts":[[2026,4,12]]},"assertion":[{"value":"2026-04-12","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}