{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,11]],"date-time":"2025-09-11T19:10:20Z","timestamp":1757617820553,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":48,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,9,22]]},"DOI":"10.1145\/3705328.3748067","type":"proceedings-article","created":{"date-parts":[[2025,9,6]],"date-time":"2025-09-06T10:46:13Z","timestamp":1757155573000},"page":"451-460","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Tag-augmented Dual-target Cross-domain Recommendation"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-1443-6880","authenticated-orcid":false,"given":"Mingfan","family":"Pan","sequence":"first","affiliation":[{"name":"University of Science and Technology of China, Hefei, Anhui, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6922-856X","authenticated-orcid":false,"given":"Qingyang","family":"Mao","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China, Hefei, Anhui, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4676-9512","authenticated-orcid":false,"given":"Xu","family":"An","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China, Hefei, Anhui, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5322-0638","authenticated-orcid":false,"given":"Jianhui","family":"Ma","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China, Hefei, Anhui, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8609-3954","authenticated-orcid":false,"given":"Gang","family":"Zhou","sequence":"additional","affiliation":[{"name":"Information Engineering University, Hefei, Anhui, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9873-7681","authenticated-orcid":false,"given":"Mingyue","family":"Cheng","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China, Hefei, Anhui, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4835-4102","authenticated-orcid":false,"given":"Enhong","family":"Chen","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China, Hefei, Anhui, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,9,7]]},"reference":[{"key":"e_1_3_3_1_2_2","unstructured":"Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad Ilge Akkaya Florencia\u00a0Leoni Aleman Diogo Almeida Janko Altenschmidt Sam Altman Shyamal Anadkat et\u00a0al. 2023. Gpt-4 technical report. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2303.08774 (2023)."},{"key":"e_1_3_3_1_3_2","unstructured":"Tom Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared\u00a0D Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell et\u00a0al. 2020. Language models are few-shot learners. Advances in Neural Information Processing Systems 33 (2020) 1877\u20131901."},{"key":"e_1_3_3_1_4_2","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531967"},{"key":"e_1_3_3_1_5_2","first-page":"1597","volume-title":"International Conference on Machine Learning","author":"Chen Ting","year":"2020","unstructured":"Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey Hinton. 2020. A simple framework for contrastive learning of visual representations. In International Conference on Machine Learning. PmLR, 1597\u20131607."},{"key":"e_1_3_3_1_6_2","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3512066"},{"key":"e_1_3_3_1_7_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM51629.2021.00015"},{"key":"e_1_3_3_1_8_2","unstructured":"Ching-Yao Chuang Joshua Robinson Yen-Chen Lin Antonio Torralba and Stefanie Jegelka. 2020. Debiased contrastive learning. Advances in Neural Information Processing Systems 33 (2020) 8765\u20138775."},{"key":"e_1_3_3_1_9_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM58522.2023.00017"},{"key":"e_1_3_3_1_10_2","unstructured":"Abhimanyu Dubey Abhinav Jauhri Abhinav Pandey Abhishek Kadian Ahmad Al-Dahle Aiesha Letman Akhil Mathur Alan Schelten Amy Yang Angela Fan et\u00a0al. 2024. The llama 3 herd of models. arXiv e-prints (2024) arXiv\u20132407."},{"key":"e_1_3_3_1_11_2","first-page":"34","volume-title":"In Proceedings of the 1st Workshop on New Trends in Content-based Recommender Systems Co-located with the 8th ACM Conference on Recommender Systems","author":"Fern\u00e1ndez-Tob\u00edas Ignacio","year":"2014","unstructured":"Ignacio Fern\u00e1ndez-Tob\u00edas and Iv\u00e1n Cantador. 2014. Exploiting social tags in matrix factorization models for cross-domain collaborative filtering.. In In Proceedings of the 1st Workshop on New Trends in Content-based Recommender Systems Co-located with the 8th ACM Conference on Recommender Systems. 34\u201341."},{"key":"e_1_3_3_1_12_2","doi-asserted-by":"publisher","DOI":"10.1145\/3539618.3591701"},{"key":"e_1_3_3_1_13_2","unstructured":"Yunfan Gao Tao Sheng Youlin Xiang Yun Xiong Haofen Wang and Jiawei Zhang. 2023. Chat-rec: Towards interactive and explainable llms-augmented recommender system. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2303.14524 (2023)."},{"key":"e_1_3_3_1_14_2","unstructured":"Edouard Grave Piotr Bojanowski Prakhar Gupta Armand Joulin and Tomas Mikolov. 2018. Learning word vectors for 157 languages. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/1802.06893 (2018)."},{"key":"e_1_3_3_1_15_2","doi-asserted-by":"crossref","unstructured":"F\u00a0Maxwell Harper and Joseph\u00a0A Konstan. 2015. The movielens datasets: History and context. ACM Transactions on Interactive Intelligent Systems 5 4 (2015) 1\u201319.","DOI":"10.1145\/2827872"},{"key":"e_1_3_3_1_16_2","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401063"},{"key":"e_1_3_3_1_17_2","unstructured":"Yupeng Hou Jiacheng Li Zhankui He An Yan Xiusi Chen and Julian McAuley. 2024. Bridging language and items for retrieval and recommendation. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2403.03952 (2024)."},{"key":"e_1_3_3_1_18_2","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271684"},{"key":"e_1_3_3_1_19_2","doi-asserted-by":"publisher","DOI":"10.1145\/3539618.3591720"},{"key":"e_1_3_3_1_20_2","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10001"},{"key":"e_1_3_3_1_21_2","unstructured":"Diederik\u00a0P Kingma and Jimmy Ba. 2014. Adam: A method for stochastic optimization. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/1412.6980 (2014)."},{"key":"e_1_3_3_1_22_2","doi-asserted-by":"publisher","DOI":"10.1145\/3626772.3657713"},{"key":"e_1_3_3_1_23_2","doi-asserted-by":"publisher","DOI":"10.1145\/3336191.3371793"},{"key":"e_1_3_3_1_24_2","doi-asserted-by":"crossref","unstructured":"Pan Li and Alexander Tuzhilin. 2021. Dual metric learning for effective and efficient cross-domain recommendations. IEEE Transactions on Knowledge and Data Engineering 35 1 (2021) 321\u2013334.","DOI":"10.1109\/TKDE.2021.3074395"},{"key":"e_1_3_3_1_25_2","unstructured":"Yunzhe Li Junting Wang Hari Sundaram and Zhining Liu. 2025. A zero-shot generalization framework for llm-driven cross-domain sequential recommendation. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2501.19232 (2025)."},{"key":"e_1_3_3_1_26_2","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3412012"},{"key":"e_1_3_3_1_27_2","doi-asserted-by":"publisher","DOI":"10.1145\/3581783.3612250"},{"key":"e_1_3_3_1_28_2","doi-asserted-by":"crossref","unstructured":"Haokai Ma Ruobing Xie Lei Meng Xin Chen Xu Zhang Leyu Lin and Jie Zhou. 2024. Triple sequence learning for cross-domain recommendation. ACM Transactions on Information Systems 42 4 (2024) 1\u201329.","DOI":"10.1145\/3638351"},{"key":"e_1_3_3_1_29_2","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/343"},{"key":"e_1_3_3_1_30_2","doi-asserted-by":"publisher","DOI":"10.1145\/3626772.3657902"},{"key":"e_1_3_3_1_31_2","doi-asserted-by":"publisher","DOI":"10.1145\/3583780.3614977"},{"key":"e_1_3_3_1_32_2","doi-asserted-by":"publisher","DOI":"10.1145\/3640457.3688137"},{"key":"e_1_3_3_1_33_2","unstructured":"Steffen Rendle Christoph Freudenthaler Zeno Gantner and Lars Schmidt-Thieme. 2012. BPR: Bayesian personalized ranking from implicit feedback. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/1205.2618 (2012)."},{"key":"e_1_3_3_1_34_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-22362-4_26"},{"key":"e_1_3_3_1_35_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-34872-4_27"},{"key":"e_1_3_3_1_36_2","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462862"},{"key":"e_1_3_3_1_37_2","doi-asserted-by":"crossref","unstructured":"Likang Wu Zhi Zheng Zhaopeng Qiu Hao Wang Hongchao Gu Tingjia Shen Chuan Qin Chen Zhu Hengshu Zhu Qi Liu et\u00a0al. 2024. A survey on large language models for recommendation. World Wide Web 27 5 (2024) 60.","DOI":"10.1007\/s11280-024-01291-2"},{"key":"e_1_3_3_1_38_2","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3532058"},{"key":"e_1_3_3_1_39_2","unstructured":"Haoran Xin Ying Sun Chao Wang and Hui Xiong. 2025. Llmcdsr: Enhancing cross-domain sequential recommendation with large language models. ACM Transactions on Information Systems (2025)."},{"key":"e_1_3_3_1_40_2","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080769"},{"key":"e_1_3_3_1_41_2","doi-asserted-by":"crossref","unstructured":"Tianzi Zang Yanmin Zhu Haobing Liu Ruohan Zhang and Jiadi Yu. 2022. A survey on cross-domain recommendation: taxonomies methods and future directions. ACM Transactions on Information Systems 41 2 (2022) 1\u201339.","DOI":"10.1145\/3548455"},{"key":"e_1_3_3_1_42_2","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2019.8852049"},{"key":"e_1_3_3_1_43_2","doi-asserted-by":"crossref","unstructured":"Wen Zhang Lingfei Deng Lei Zhang and Dongrui Wu. 2022. A survey on negative transfer. IEEE\/CAA Journal of Automatica Sinica 10 2 (2022) 305\u2013329.","DOI":"10.1109\/JAS.2022.106004"},{"key":"e_1_3_3_1_44_2","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401169"},{"key":"e_1_3_3_1_45_2","doi-asserted-by":"publisher","DOI":"10.1145\/3543507.3583263"},{"key":"e_1_3_3_1_46_2","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357992"},{"key":"e_1_3_3_1_47_2","unstructured":"Feng Zhu Yan Wang Chaochao Chen Guanfeng Liu Mehmet Orgun and Jia Wu. 2020. A deep framework for cross-domain and cross-system recommendations. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2009.06215 (2020)."},{"key":"e_1_3_3_1_48_2","unstructured":"Feng Zhu Yan Wang Chaochao Chen Jun Zhou Longfei Li and Guanfeng Liu. 2021. Cross-domain recommendation: challenges progress and prospects. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2103.01696 (2021)."},{"key":"e_1_3_3_1_49_2","unstructured":"Feng Zhu Yan Wang Jun Zhou Chaochao Chen Longfei Li and Guanfeng Liu. 2021. A unified framework for cross-domain and cross-system recommendations. IEEE Transactions on Knowledge and Data Engineering 35 2 (2021) 1171\u20131184."}],"event":{"name":"RecSys '25: Nineteenth ACM Conference on Recommender Systems","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGAI ACM Special Interest Group on Artificial Intelligence","SIGIR ACM Special Interest Group on Information Retrieval","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"],"location":"Prague Czech Republic","acronym":"RecSys '25"},"container-title":["Proceedings of the Nineteenth ACM Conference on Recommender Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3705328.3748067","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,6]],"date-time":"2025-09-06T11:44:32Z","timestamp":1757159072000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3705328.3748067"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,7]]},"references-count":48,"alternative-id":["10.1145\/3705328.3748067","10.1145\/3705328"],"URL":"https:\/\/doi.org\/10.1145\/3705328.3748067","relation":{},"subject":[],"published":{"date-parts":[[2025,9,7]]},"assertion":[{"value":"2025-09-07","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}