{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T15:10:23Z","timestamp":1776784223062,"version":"3.51.2"},"publisher-location":"New York, NY, USA","reference-count":36,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,10,26]],"date-time":"2021-10-26T00:00:00Z","timestamp":1635206400000},"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":[[2021,10,26]]},"DOI":"10.1145\/3459637.3482312","type":"proceedings-article","created":{"date-parts":[[2021,11,15]],"date-time":"2021-11-15T15:31:13Z","timestamp":1636990273000},"page":"474-483","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":24,"title":["Zero Shot on the Cold-Start Problem"],"prefix":"10.1145","author":[{"given":"Philip J.","family":"Feng","sequence":"first","affiliation":[{"name":"NetEase Inc., Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pingjun","family":"Pan","sequence":"additional","affiliation":[{"name":"NetEase Inc., Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tingting","family":"Zhou","sequence":"additional","affiliation":[{"name":"NetEase Inc., Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hongxiang","family":"Chen","sequence":"additional","affiliation":[{"name":"NetEase Inc., Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chuanjiang","family":"Luo","sequence":"additional","affiliation":[{"name":"NetEase Inc., Hangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,10,30]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Deep learning. Nature, 521, 7553","author":"Lecun Yann","year":"2015","unstructured":"Yann Lecun , Yoshua Bengio , Geoffrey Hinton . 2015. Deep learning. Nature, 521, 7553 ( 2015 ), 436--444. Yann Lecun, Yoshua Bengio, Geoffrey Hinton. 2015. Deep learning. Nature, 521, 7553 (2015), 436--444."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/3123266.3123316"},{"key":"e_1_3_2_1_3_1","first-page":"1","article-title":"Wasserstein GAN","volume":"2017","author":"Arjovsky Martin","year":"2017","unstructured":"Martin Arjovsky , Soumith Chintala , and Leon Bottou . 2017 . Wasserstein GAN . In Proc. ICML , 2017 , 1 -- 32 . Martin Arjovsky, Soumith Chintala, and Leon Bottou. 2017. Wasserstein GAN. In Proc. ICML, 2017, 1--32.","journal-title":"Proc. ICML"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014189"},{"key":"e_1_3_2_1_5_1","first-page":"1","article-title":"CDLFM: cross-domain recommendation for cold-start users via latent feature mapping","volume":"2019","author":"Wang Xinghua","year":"2019","unstructured":"Xinghua Wang , Zhaohui Peng , Senzhang Wang , S Yu Philip , Wenjing Fu , Xiaokang Xu , and Xiaoguang Hong . 2019 . CDLFM: cross-domain recommendation for cold-start users via latent feature mapping . Knowledge and Information Systems 2019 , 1 -- 28 . Xinghua Wang, Zhaohui Peng, Senzhang Wang, S Yu Philip, Wenjing Fu, Xiaokang Xu, and Xiaoguang Hong. 2019. CDLFM: cross-domain recommendation for cold-start users via latent feature mapping. Knowledge and Information Systems 2019, 1--28.","journal-title":"Knowledge and Information Systems"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2763441"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2018.00035"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206594"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.09.040"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330859"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/DSAA49011.2020.00075"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.111"},{"key":"e_1_3_2_1_13_1","volume-title":"Processdings of ACM SIGKDD International Conference on Knowledge & Data Mining. ACM","author":"Lu Yuanfu","year":"2020","unstructured":"Yuanfu Lu , Yuan Fang , and Chuan Shi . 2020 . Meta-learning on Heterogeneous Information Networks for Cold-start Recommendatio . In Processdings of ACM SIGKDD International Conference on Knowledge & Data Mining. ACM 2020, 1563--1574. Yuanfu Lu, Yuan Fang, and Chuan Shi. 2020. Meta-learning on Heterogeneous Information Networks for Cold-start Recommendatio. In Processdings of ACM SIGKDD International Conference on Knowledge & Data Mining. ACM 2020, 1563--1574."},{"key":"e_1_3_2_1_14_1","volume-title":"Zero-shot learning by convex combination of semantic embeddings. arXiv pre-print hrefhttps:\/\/arxiv.org\/abs\/1312.5650https:\/\/arxiv.org\/abs\/1312.5650","author":"Norouzi Mohammd","year":"2013","unstructured":"Mohammd Norouzi , Tomas Mikolov , Samy Bengio , Yoram Singer , Jonathon Shlens , Andrea Frome , Greg S. Corrado , and Jeffrey Dean . Zero-shot learning by convex combination of semantic embeddings. arXiv pre-print hrefhttps:\/\/arxiv.org\/abs\/1312.5650https:\/\/arxiv.org\/abs\/1312.5650 , 2013 . Mohammd Norouzi, Tomas Mikolov, Samy Bengio, Yoram Singer, Jonathon Shlens, Andrea Frome, Greg S. Corrado, and Jeffrey Dean. Zero-shot learning by convex combination of semantic embeddings. arXiv pre-print hrefhttps:\/\/arxiv.org\/abs\/1312.5650https:\/\/arxiv.org\/abs\/1312.5650, 2013."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/2484028.2484035"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3210104"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2015.04.237"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5346"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/CIC.2015.11"},{"key":"e_1_3_2_1_20_1","volume-title":"Learning to recommend via meta parameter partition. arXiv preprint hrefhttps:\/\/arxiv.org\/abs\/1912.04108https:\/\/arxiv.org\/abs\/1412.6980","author":"Zhao Liang","year":"2019","unstructured":"Liang Zhao , Yang Wang , Daxiang Dong , and Hao Tian . 2019. Learning to recommend via meta parameter partition. arXiv preprint hrefhttps:\/\/arxiv.org\/abs\/1912.04108https:\/\/arxiv.org\/abs\/1412.6980 ( 2019 ). Liang Zhao, Yang Wang, Daxiang Dong, and Hao Tian. 2019. Learning to recommend via meta parameter partition. arXiv preprint hrefhttps:\/\/arxiv.org\/abs\/1912.04108https:\/\/arxiv.org\/abs\/1412.6980 (2019)."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.5555\/3045118.3045347"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/DASC-PICom-DataCom-CyberSciTec.2016.149"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2857768"},{"key":"e_1_3_2_1_24_1","volume-title":"Proceedings of International Conference on Computational Linguistics and Intelligent Text Processing (CICLING) 35","author":"Kumar Abhay","year":"2019","unstructured":"Abhay Kumar , Nishant Jain , Suraj Tripathi , Chirag Singh . 2019 . From fully supervised to zero-shot settings for Twitter hashtag recommendation . In Proceedings of International Conference on Computational Linguistics and Intelligent Text Processing (CICLING) 35 (2019), 1--12. Abhay Kumar, Nishant Jain, Suraj Tripathi, Chirag Singh. 2019. From fully supervised to zero-shot settings for Twitter hashtag recommendation. In Proceedings of International Conference on Computational Linguistics and Intelligent Text Processing (CICLING) 35 (2019), 1--12."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959167"},{"key":"e_1_3_2_1_26_1","volume-title":"Federated Meta-Learning with Fast Convergence and Efficient Communication. arXiv preprint hrefhttps:\/\/arxiv.org\/abs\/1802.07876https:\/\/arxiv.org\/abs\/1802.07876","author":"Chen Fei","year":"2019","unstructured":"Fei Chen , Zhenhua Dong , Zhenguo Li , and Xiuqiang He. 2019. Federated Meta-Learning with Fast Convergence and Efficient Communication. arXiv preprint hrefhttps:\/\/arxiv.org\/abs\/1802.07876https:\/\/arxiv.org\/abs\/1802.07876 ( 2019 ). Fei Chen, Zhenhua Dong, Zhenguo Li, and Xiuqiang He. 2019. Federated Meta-Learning with Fast Convergence and Efficient Communication. arXiv preprint hrefhttps:\/\/arxiv.org\/abs\/1802.07876https:\/\/arxiv.org\/abs\/1802.07876 (2019)."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3231601"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331268"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2904991"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/3285029"},{"key":"e_1_3_2_1_31_1","volume-title":"Adam: A method for stochastic optimization. arXiv preprint hrefhttps:\/\/arxiv.org\/abs\/1412.6980https:\/\/arxiv.org\/abs\/1412.6980","author":"Kingma Diederik","year":"2014","unstructured":"Diederik Kingma and Jimmy Ba . 2014 . Adam: A method for stochastic optimization. arXiv preprint hrefhttps:\/\/arxiv.org\/abs\/1412.6980https:\/\/arxiv.org\/abs\/1412.6980 (2014). Diederik Kingma and Jimmy Ba. 2014. Adam: A method for stochastic optimization. arXiv preprint hrefhttps:\/\/arxiv.org\/abs\/1412.6980https:\/\/arxiv.org\/abs\/1412.6980 (2014)."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2951103"},{"key":"e_1_3_2_1_33_1","first-page":"1","article-title":"Transfer increment for generalized zero-shot learning","volume":"2020","author":"Feng Liangjun","year":"2020","unstructured":"Liangjun Feng , Chunhui Zhao . 2020 . Transfer increment for generalized zero-shot learning . IEEE Trans. Neural Networks and Learning Systems 2020 , 1 -- 15 . Liangjun Feng, Chunhui Zhao. 2020. Transfer increment for generalized zero-shot learning. IEEE Trans. Neural Networks and Learning Systems 2020, 1--15.","journal-title":"IEEE Trans. Neural Networks and Learning Systems"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/2988450.2988454"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959156"},{"key":"e_1_3_2_1_36_1","first-page":"2579","article-title":"Visualizing Data using t-SNE","volume":"9","author":"Maaten Van Der","year":"2008","unstructured":"Laurens, Van Der Maaten , and Geoffrey Hinton . 2008 . Visualizing Data using t-SNE . Journal of Machine Learning Research 9 , 2605 (2008), 2579 -- 2605 . Laurens, Van Der Maaten, and Geoffrey Hinton. 2008. Visualizing Data using t-SNE. Journal of Machine Learning Research 9, 2605 (2008), 2579--2605.","journal-title":"Journal of Machine Learning Research"}],"event":{"name":"CIKM '21: The 30th ACM International Conference on Information and Knowledge Management","location":"Virtual Event Queensland Australia","acronym":"CIKM '21","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 30th ACM International Conference on Information &amp; Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3459637.3482312","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3459637.3482312","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:12:13Z","timestamp":1750191133000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3459637.3482312"}},"subtitle":["Model-Agnostic Interest Learning for Recommender Systems"],"short-title":[],"issued":{"date-parts":[[2021,10,26]]},"references-count":36,"alternative-id":["10.1145\/3459637.3482312","10.1145\/3459637"],"URL":"https:\/\/doi.org\/10.1145\/3459637.3482312","relation":{},"subject":[],"published":{"date-parts":[[2021,10,26]]},"assertion":[{"value":"2021-10-30","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}