{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T07:07:46Z","timestamp":1778051266704,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":25,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,10,21]],"date-time":"2024-10-21T00:00:00Z","timestamp":1729468800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Basic and Applied Basic Research Fund in Guangdong Province","award":["2023A1515011280"],"award-info":[{"award-number":["2023A1515011280"]}]},{"name":"NSFC","award":["62302421"],"award-info":[{"award-number":["62302421"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,10,21]]},"DOI":"10.1145\/3627673.3679906","type":"proceedings-article","created":{"date-parts":[[2024,10,20]],"date-time":"2024-10-20T19:34:11Z","timestamp":1729452851000},"page":"3897-3901","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["Effective Job-market Mobility Prediction with Attentive Heterogeneous Knowledge Learning and Synergy"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-4129-0353","authenticated-orcid":false,"given":"Sida","family":"Lin","sequence":"first","affiliation":[{"name":"The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-7053-0343","authenticated-orcid":false,"given":"Zhouyi","family":"Zhang","sequence":"additional","affiliation":[{"name":"The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5741-2047","authenticated-orcid":false,"given":"Yankai","family":"Chen","sequence":"additional","affiliation":[{"name":"Cornell University, Ithaca, NY, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3243-8512","authenticated-orcid":false,"given":"Chenhao","family":"Ma","sequence":"additional","affiliation":[{"name":"The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5047-8593","authenticated-orcid":false,"given":"Yixiang","family":"Fang","sequence":"additional","affiliation":[{"name":"The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-9000-9298","authenticated-orcid":false,"given":"Shan","family":"Dai","sequence":"additional","affiliation":[{"name":"The Chinese University of Hong Kong, Shenzhen, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-6232-327X","authenticated-orcid":false,"given":"Guangli","family":"Lu","sequence":"additional","affiliation":[{"name":"School of Management and Economics and Shenzhen Finance Institute, The Chinese University of Hong Kong, Shenzhen, Shezhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2024,10,21]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1257\/mac.20140116"},{"key":"e_1_3_2_1_2_1","volume-title":"How broadband internet affects labor market matching. Available at SSRN 3507360","author":"Bhuller Manudeep","year":"2019","unstructured":"Manudeep Bhuller, Andreas Kostol, and Trond Vigtel. 2019. How broadband internet affects labor market matching. Available at SSRN 3507360 (2019)."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i8.28671"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3637528.3671747"},{"key":"e_1_3_2_1_6_1","volume-title":"Proceedings of the 19th International Workshop on Mining and Learning with Graphs.","author":"Chen Yankai","year":"2023","unstructured":"Yankai Chen, Quoc-Tuan Truong, Xin Shen, Ming Wang, Jin Li, Jim Chan, and Irwin King. 2023. Topological Representation Learning for E-commerce Shopping Behaviors. Proceedings of the 19th International Workshop on Mining and Learning with Graphs."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"crossref","unstructured":"Yankai Chen Yifei Zhang Menglin Yang Zixing Song Chen Ma and Irwin King. 2023. WSFE: wasserstein sub-graph feature encoder for effective user segmentation in collaborative filtering. In SIGIR. 2521--2525.","DOI":"10.1145\/3539618.3592089"},{"key":"e_1_3_2_1_8_1","volume-title":"Caglar Gulcehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, and Yoshua Bengio.","author":"Cho Kyunghyun","year":"2014","unstructured":"Kyunghyun Cho, Bart Van Merri\u00ebnboer, Caglar Gulcehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, and Yoshua Bengio. 2014. Learning phrase representations using RNN encoder-decoder for statistical machine translation. arXiv preprint arXiv:1406.1078 (2014)."},{"key":"e_1_3_2_1_9_1","volume-title":"Matching processes in the labor market. Acta sociologica 34, 1","author":"Coleman James S","year":"1991","unstructured":"James S Coleman. 1991. Matching processes in the labor market. Acta sociologica 34, 1 (1991), 3--12."},{"key":"e_1_3_2_1_10_1","volume-title":"The Elements of Statistical Learning: Data Mining, Inference, and Prediction","author":"Hastie Trevor","unstructured":"Trevor Hastie, Robert Tibshirani, and Jerome Friedman. 2009. The Elements of Statistical Learning: Data Mining, Inference, and Prediction. Springer Science & Business Media."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401063"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3041021.3054200"},{"key":"e_1_3_2_1_13_1","volume-title":"Proceedings of the 7th International Conference on Learning Representations. International Conference on Learning Representations","author":"Loshchilov Ilya","year":"2019","unstructured":"Ilya Loshchilov and Frank Hutter. 2019. Decoupled Weight Decay Regularization. In Proceedings of the 7th International Conference on Learning Representations. International Conference on Learning Representations, New Orleans, LA, USA."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330969"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.14778\/3402707.3402736"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313562"},{"key":"e_1_3_2_1_17_1","volume-title":"Principal component analysis. Chemometrics and intelligent laboratory systems 2, 1--3","author":"Wold Svante","year":"1987","unstructured":"Svante Wold, Kim Esbensen, and Paul Geladi. 1987. Principal component analysis. Chemometrics and intelligent laboratory systems 2, 1--3 (1987), 37--52."},{"key":"e_1_3_2_1_18_1","volume-title":"Inductive Representation Learning on Temporal Graphs. In International Conference on Learning Representations.","author":"Xu Da","year":"2020","unstructured":"Da Xu, Chuanwei Ruan, Evren Korpeoglu, Sushant Kumar, and Kannan Achan. 2020. Inductive Representation Learning on Temporal Graphs. In International Conference on Learning Representations."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939732"},{"key":"e_1_3_2_1_20_1","volume-title":"Looking further into the future: Career pathway prediction. WSDM Computational Jobs Marketplace 2022","author":"Yamashita Michiharu","year":"2022","unstructured":"Michiharu Yamashita, Yunqi Li, Thanh Tran, Yongfeng Zhang, and Dongwon Lee. 2022. Looking further into the future: Career pathway prediction. WSDM Computational Jobs Marketplace 2022 (2022)."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3450352"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467388"},{"key":"e_1_3_2_1_23_1","volume-title":"Knowledge-aware Neural Networks with Personalized Feature Referencing for Cold-start Recommendation. arXiv preprint arXiv:2209.13973","author":"Zhang Xinni","year":"2022","unstructured":"Xinni Zhang, Yankai Chen, Cuiyun Gao, Qing Liao, Shenglin Zhao, and Irwin King. 2022. Knowledge-aware Neural Networks with Personalized Feature Referencing for Cold-start Recommendation. arXiv preprint arXiv:2209.13973 (2022)."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i8.28790"},{"key":"e_1_3_2_1_25_1","unstructured":"Yifei Zhang Hao Zhu Yankai Chen Zixing Song Piotr Koniusz and Irwin King. 2023. Mitigating the popularity bias of graph collaborative filtering: a dimensional collapse perspective. In NeurIPS. 67533--67550."}],"event":{"name":"CIKM '24: The 33rd ACM International Conference on Information and Knowledge Management","location":"Boise ID USA","acronym":"CIKM '24","sponsor":["SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 33rd ACM International Conference on Information and Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3627673.3679906","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3627673.3679906","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T00:58:08Z","timestamp":1750294688000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3627673.3679906"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,21]]},"references-count":25,"alternative-id":["10.1145\/3627673.3679906","10.1145\/3627673"],"URL":"https:\/\/doi.org\/10.1145\/3627673.3679906","relation":{},"subject":[],"published":{"date-parts":[[2024,10,21]]},"assertion":[{"value":"2024-10-21","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}