{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T18:09:23Z","timestamp":1775326163341,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":56,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,11,6]],"date-time":"2017-11-06T00:00:00Z","timestamp":1509926400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["1614576"],"award-info":[{"award-number":["1614576"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2017,11,6]]},"DOI":"10.1145\/3132847.3132919","type":"proceedings-article","created":{"date-parts":[[2017,11,6]],"date-time":"2017-11-06T13:30:29Z","timestamp":1509975029000},"page":"387-396","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":242,"title":["Attributed Network Embedding for Learning in a Dynamic Environment"],"prefix":"10.1145","author":[{"given":"Jundong","family":"Li","sequence":"first","affiliation":[{"name":"Arizona State University, Tempe, AZ, USA"}]},{"given":"Harsh","family":"Dani","sequence":"additional","affiliation":[{"name":"Arizona State University, Tempe, AZ, USA"}]},{"given":"Xia","family":"Hu","sequence":"additional","affiliation":[{"name":"Texas A&M University, College Station, TX, USA"}]},{"given":"Jiliang","family":"Tang","sequence":"additional","affiliation":[{"name":"Michigan State University, East Lansing, MI, USA"}]},{"given":"Yi","family":"Chang","sequence":"additional","affiliation":[{"name":"Huawei Research America, Santa Clara, CA, USA"}]},{"given":"Huan","family":"Liu","sequence":"additional","affiliation":[{"name":"Arizona State University, Tempe, AZ, USA"}]}],"member":"320","published-online":{"date-parts":[[2017,11,6]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Science","volume":"287","author":"Adamic Lada A","year":"2000"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/2601412"},{"key":"e_1_3_2_1_3_1","volume-title":"On Node Classification in Dynamic Content-based Networks SDM","author":"Aggarwal Charu C"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623733"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"crossref","unstructured":"Mikhail Belkin and Partha Niyogi. 2001. Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering NIPS. 585--591. Mikhail Belkin and Partha Niyogi. 2001. Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering NIPS. 585--591.","DOI":"10.7551\/mitpress\/1120.003.0080"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","unstructured":"Smriti Bhagat Graham Cormode and S Muthukrishnan. 2011. Node Classification in Social Networks. Social Network Data Analytics. 115--148. Smriti Bhagat Graham Cormode and S Muthukrishnan. 2011. Node Classification in Social Networks. Social Network Data Analytics. 115--148.","DOI":"10.1007\/978-1-4419-8462-3_5"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2806416.2806512"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783296"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"crossref","volume-title":"Fast Eigen-Functions Tracking on Dynamic Graphs","author":"Chen Chen","DOI":"10.1137\/1.9781611974010.63"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1002\/sam.11310"},{"key":"e_1_3_2_1_11_1","unstructured":"Mo Chen Qiong Yang and Xiaoou Tang. 2007. Directed Graph Embedding. In IJCAI. 2707--2712. Mo Chen Qiong Yang and Xiaoou Tang. 2007. Directed Graph Embedding. In IJCAI. 2707--2712."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098106"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1281192.1281212"},{"key":"e_1_3_2_1_14_1","first-page":"1","article-title":"Statistical Comparisons of Classifiers over Multiple Data Sets","volume":"7","author":"Demvsar Janez","year":"2006","journal-title":"JMLR"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"crossref","volume-title":"Matrix Computations","author":"Golub Gene H","DOI":"10.56021\/9781421407944"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1162\/0899766042321814"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3018661.3018666"},{"key":"e_1_3_2_1_19_1","volume-title":"2017 a. Accelerated Attributed Network Embedding","author":"Huang Xiao"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3018661.3018667"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556195.2556225"},{"key":"e_1_3_2_1_22_1","volume-title":"Toward Online Node Classification on Streaming Networks. DMKD","author":"Jian Ling","year":"2017"},{"key":"e_1_3_2_1_23_1","unstructured":"Abhishek Kumar Piyush Rai and Hal Daume. 2011. Co-Regularized Multi-view Spectral Clustering. In NIPS. 1413--1421. Abhishek Kumar Piyush Rai and Hal Daume. 2011. Co-Regularized Multi-view Spectral Clustering. In NIPS. 1413--1421."},{"key":"e_1_3_2_1_24_1","volume-title":"Radar: Residual Analysis for Anomaly Detection in Attributed Networks IJCAI. 2152--2158.","author":"Li Jundong","year":"2017"},{"key":"e_1_3_2_1_25_1","volume-title":"Toward Time-Evolving Feature Selection on Dynamic Networks ICDM","author":"Li Jundong"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/2806416.2806501"},{"key":"e_1_3_2_1_27_1","volume-title":"Robust Unsupervised Feature Selection on Networked Data SDM","author":"Li Jundong"},{"key":"e_1_3_2_1_28_1","volume-title":"Toward Personalized Relational Learning","author":"Li Jundong"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1002\/asi.v58:7"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1177\/0049124193022001006"},{"key":"e_1_3_2_1_31_1","volume-title":"Birds of A Feather: Homophily in Social Networks. Annual Review of Sociology","author":"McPherson Miller","year":"2001"},{"key":"e_1_3_2_1_32_1","volume-title":"Incremental Spectral Clustering With Application to Monitoring of Evolving Blog Communities SDM","author":"Ning Huazhong"},{"key":"e_1_3_2_1_33_1","volume-title":"The Symmetric Eigenvalue Problem","author":"Parlett Beresford N"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/2566486.2567993"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3133021"},{"key":"e_1_3_2_1_37_1","volume-title":"Nonlinear Dimensionality Reduction by Locally Linear Embedding. Science","author":"Roweis Sam T","year":"2000"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1177\/0049124111404820"},{"key":"e_1_3_2_1_39_1","unstructured":"Gilbert W Stewart. 1990. Matrix Perturbation Theory. (1990). Gilbert W Stewart. 1990. Matrix Perturbation Theory. (1990)."},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339673"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741093"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401972"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.290.5500.2319"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401973"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-007-9033-z"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939753"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020581"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"crossref","unstructured":"Xin Wang Roger Donaldson Christopher Nell Peter Gorniak Martin Ester and Jiajun Bu. 2016 b. Recommending Groups to Users Using User-Group Engagement and Time-Dependent Matrix Factorization.. In AAAI. 1331--1337. Xin Wang Roger Donaldson Christopher Nell Peter Gorniak Martin Ester and Jiajun Bu. 2016 b. Recommending Groups to Users Using User-Group Engagement and Time-Dependent Matrix Factorization.. In AAAI. 1331--1337.","DOI":"10.1609\/aaai.v30i1.10160"},{"key":"e_1_3_2_1_49_1","volume-title":"A Survey on Multi-View Learning. arXiv preprint arXiv:1304.5634","author":"Xu Chang","year":"2013"},{"key":"e_1_3_2_1_50_1","unstructured":"Cheng Yang Zhiyuan Liu Deli Zhao Maosong Sun and Edward Y Chang. 2015. Network Representation Learning with Rich Text Information IJCAI. 2111--2117. Cheng Yang Zhiyuan Liu Deli Zhao Maosong Sun and Edward Y Chang. 2015. Network Representation Learning with Rich Text Information IJCAI. 2111--2117."},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557120"},{"key":"e_1_3_2_1_52_1","unstructured":"Zhilin Yang William Cohen and Ruslan Salakhudinov. 2016. Revisiting Semi-Supervised Learning with Graph Embeddings ICML. 40--48. Zhilin Yang William Cohen and Ruslan Salakhudinov. 2016. Revisiting Semi-Supervised Learning with Graph Embeddings ICML. 40--48."},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080814"},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1145\/2983323.2983754"},{"key":"e_1_3_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2015.120"},{"key":"e_1_3_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.1145\/1277741.1277825"}],"event":{"name":"CIKM '17: ACM Conference on Information and Knowledge Management","location":"Singapore Singapore","acronym":"CIKM '17","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 2017 ACM on Conference on Information and Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3132847.3132919","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3132847.3132919","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3132847.3132919","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:13:45Z","timestamp":1750212825000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3132847.3132919"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,11,6]]},"references-count":56,"alternative-id":["10.1145\/3132847.3132919","10.1145\/3132847"],"URL":"https:\/\/doi.org\/10.1145\/3132847.3132919","relation":{},"subject":[],"published":{"date-parts":[[2017,11,6]]},"assertion":[{"value":"2017-11-06","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}