{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T02:40:41Z","timestamp":1783392041496,"version":"3.54.6"},"publisher-location":"New York, NY, USA","reference-count":52,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,10,12]],"date-time":"2020-10-12T00:00:00Z","timestamp":1602460800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Natural Science Foundation of China","award":["61872113"],"award-info":[{"award-number":["61872113"]}]},{"name":"Strategic Emerging Industry Development Special Funds of Shenzhen","award":["XMHT20190108009"],"award-info":[{"award-number":["XMHT20190108009"]}]},{"name":"Fundamental Research Fund of Shenzhen","award":["JCYJ20190806112210067"],"award-info":[{"award-number":["JCYJ20190806112210067"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,10,12]]},"DOI":"10.1145\/3394171.3414046","type":"proceedings-article","created":{"date-parts":[[2020,10,12]],"date-time":"2020-10-12T12:26:53Z","timestamp":1602505613000},"page":"284-293","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":56,"title":["AdaHGNN"],"prefix":"10.1145","author":[{"given":"Xiangping","family":"Wu","sequence":"first","affiliation":[{"name":"Harbin Institute of Technology, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qingcai","family":"Chen","sequence":"additional","affiliation":[{"name":"Harbin Institute of Technology & Peng Cheng Laboratory, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wei","family":"Li","sequence":"additional","affiliation":[{"name":"Harbin Institute of Technology, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yulun","family":"Xiao","sequence":"additional","affiliation":[{"name":"Harbin Institute of Technology, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Baotian","family":"Hu","sequence":"additional","affiliation":[{"name":"Harbin Institute of Technology, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2020,10,12]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2936616"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00371-018-01615-0"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2913079"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.12230"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00061"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00532"},{"key":"e_1_3_2_2_7_1","volume-title":"Approximating discrete probability distributions with dependence trees","author":"Chow C","year":"1968","unstructured":"C Chow and Cong Liu . 1968. Approximating discrete probability distributions with dependence trees . IEEE transactions on Information Theory , Vol. 14 , 3 ( 1968 ), 462--467. C Chow and Cong Liu. 1968. Approximating discrete probability distributions with dependence trees. IEEE transactions on Information Theory, Vol. 14, 3 (1968), 462--467."},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/1646396.1646452"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"e_1_3_2_2_10_1","volume-title":"Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies","volume":"1","author":"Devlin Jacob","year":"2019","unstructured":"Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding . In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , Volume 1 (Long and Short Papers). 4171--4186. Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). 4171--4186."},{"key":"e_1_3_2_2_11_1","volume-title":"Christopher KI Williams, John Winn, and Andrew Zisserman.","author":"Everingham Mark","year":"2010","unstructured":"Mark Everingham , Luc Van Gool , Christopher KI Williams, John Winn, and Andrew Zisserman. 2010 . The pascal visual object classes (voc) challenge. International journal of computer vision, Vol. 88 , 2 (2010), 303--338. Mark Everingham, Luc Van Gool, Christopher KI Williams, John Winn, and Andrew Zisserman. 2010. The pascal visual object classes (voc) challenge. International journal of computer vision, Vol. 88, 2 (2010), 303--338."},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33013558"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00139"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00082"},{"key":"e_1_3_2_2_15_1","volume-title":"Twenty-Second International Joint Conference on Artificial Intelligence.","author":"Guo Yuhong","year":"2011","unstructured":"Yuhong Guo and Suicheng Gu . 2011 . Multi-label classification using conditional dependency networks . In Twenty-Second International Joint Conference on Artificial Intelligence. Yuhong Guo and Suicheng Gu. 2011. Multi-label classification using conditional dependency networks. In Twenty-Second International Joint Conference on Artificial Intelligence."},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"e_1_3_2_2_17_1","volume-title":"Distilling the knowledge in a neural network. arXiv preprint arXiv:1503.02531","author":"Hinton Geoffrey","year":"2015","unstructured":"Geoffrey Hinton , Oriol Vinyals , and Jeff Dean . 2015. Distilling the knowledge in a neural network. arXiv preprint arXiv:1503.02531 ( 2015 ). Geoffrey Hinton, Oriol Vinyals, and Jeff Dean. 2015. Distilling the knowledge in a neural network. arXiv preprint arXiv:1503.02531 (2015)."},{"key":"e_1_3_2_2_18_1","volume-title":"Recurrently exploring class-wise attention in a hybrid convolutional and bidirectional LSTM network for multi-label aerial image classification. ISPRS journal of photogrammetry and remote sensing","author":"Hua Yuansheng","year":"2019","unstructured":"Yuansheng Hua , Lichao Mou , and Xiao Xiang Zhu . 2019. Recurrently exploring class-wise attention in a hybrid convolutional and bidirectional LSTM network for multi-label aerial image classification. ISPRS journal of photogrammetry and remote sensing , Vol. 149 ( 2019 ), 188--199. Yuansheng Hua, Lichao Mou, and Xiao Xiang Zhu. 2019. Recurrently exploring class-wise attention in a hybrid convolutional and bidirectional LSTM network for multi-label aerial image classification. ISPRS journal of photogrammetry and remote sensing, Vol. 149 (2019), 188--199."},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2016.2549459"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-016-0981-7"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3240508.3240649"},{"key":"e_1_3_2_2_22_1","volume-title":"Learning Category Correlations for Multi-label Image Recognition with Graph Networks. arXiv preprint arXiv:1909.13005","author":"Li Qing","year":"2019","unstructured":"Qing Li , Xiaojiang Peng , Yu Qiao , and Qiang Peng . 2019. Learning Category Correlations for Multi-label Image Recognition with Graph Networks. arXiv preprint arXiv:1909.13005 ( 2019 ). Qing Li, Xiaojiang Peng, Yu Qiao, and Qiang Peng. 2019. Learning Category Correlations for Multi-label Image Recognition with Graph Networks. arXiv preprint arXiv:1909.13005 (2019)."},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.325"},{"key":"e_1_3_2_2_24_1","first-page":"3","article-title":"Multi-label Image Classification with A Probabilistic Label Enhancement Model","volume":"1","author":"Li Xin","year":"2014","unstructured":"Xin Li , Feipeng Zhao , and Yuhong Guo . 2014 . Multi-label Image Classification with A Probabilistic Label Enhancement Model . In UAI , Vol. 1. 3 . Xin Li, Feipeng Zhao, and Yuhong Guo. 2014. Multi-label Image Classification with A Probabilistic Label Enhancement Model. In UAI, Vol. 1. 3.","journal-title":"UAI"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10602-1_48"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.443"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3240508.3240567"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2019.2894964"},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3338533.3366589"},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1162"},{"key":"e_1_3_2_2_31_1","volume-title":"Proceedings of the European Conference on Computer Vision (ECCV). 0--0.","author":"Ramasinghe Sameera","year":"2018","unstructured":"Sameera Ramasinghe , CD Athuraliya , and Salman H Khan . 2018 . A context-aware capsule network for multi-label classification . In Proceedings of the European Conference on Computer Vision (ECCV). 0--0. Sameera Ramasinghe, CD Athuraliya, and Salman H Khan. 2018. A context-aware capsule network for multi-label classification. In Proceedings of the European Conference on Computer Vision (ECCV). 0--0."},{"key":"e_1_3_2_2_32_1","volume-title":"FitNets: Hints for Thin Deep Nets. In 3rd International Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings.","author":"Romero Adriana","year":"2015","unstructured":"Adriana Romero , Nicolas Ballas , Samira Ebrahimi Kahou , Antoine Chassang , Carlo Gatta , and Yoshua Bengio . 2015 . FitNets: Hints for Thin Deep Nets. In 3rd International Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings. Adriana Romero, Nicolas Ballas, Samira Ebrahimi Kahou, Antoine Chassang, Carlo Gatta, and Yoshua Bengio. 2015. FitNets: Hints for Thin Deep Nets. In 3rd International Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings."},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299097"},{"key":"e_1_3_2_2_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2019.2909860"},{"key":"e_1_3_2_2_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.251"},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.3233\/JIFS-182587"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2016.2612829"},{"key":"e_1_3_2_2_38_1","unstructured":"Ya Wang Dongliang He Fu Li Xiang Long Zhichao Zhou Jinwen Ma and Shilei Wen. 2020. Multi-Label Classification with Label Graph Superimposing. In AAAI. 5177--5186. Ya Wang Dongliang He Fu Li Xiang Long Zhichao Zhou Jinwen Ma and Shilei Wen. 2020. Multi-Label Classification with Label Graph Superimposing. In AAAI. 5177--5186."},{"key":"e_1_3_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.58"},{"key":"e_1_3_2_2_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3351034"},{"key":"e_1_3_2_2_41_1","volume-title":"HCP: A flexible CNN framework for multi-label image classification","author":"Wei Yunchao","year":"2015","unstructured":"Yunchao Wei , Wei Xia , Min Lin , Junshi Huang , Bingbing Ni , Jian Dong , Yao Zhao , and Shuicheng Yan . 2015 . HCP: A flexible CNN framework for multi-label image classification . IEEE transactions on pattern analysis and machine intelligence, Vol. 38 , 9 (2015), 1901--1907. Yunchao Wei, Wei Xia, Min Lin, Junshi Huang, Bingbing Ni, Jian Dong, Yao Zhao, and Shuicheng Yan. 2015. HCP: A flexible CNN framework for multi-label image classification. IEEE transactions on pattern analysis and machine intelligence, Vol. 38, 9 (2015), 1901--1907."},{"key":"e_1_3_2_2_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3350938"},{"key":"e_1_3_2_2_43_1","volume-title":"International conference on machine learning. 2048--2057","author":"Xu Kelvin","year":"2015","unstructured":"Kelvin Xu , Jimmy Ba , Ryan Kiros , Kyunghyun Cho , Aaron Courville , Ruslan Salakhudinov , Rich Zemel , and Yoshua Bengio . 2015 . Show, attend and tell: Neural image caption generation with visual attention . In International conference on machine learning. 2048--2057 . Kelvin Xu, Jimmy Ba, Ryan Kiros, Kyunghyun Cho, Aaron Courville, Ruslan Salakhudinov, Rich Zemel, and Yoshua Bengio. 2015. Show, attend and tell: Neural image caption generation with visual attention. In International conference on machine learning. 2048--2057."},{"key":"e_1_3_2_2_44_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2929512"},{"key":"e_1_3_2_2_45_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.37"},{"key":"e_1_3_2_2_46_1","volume-title":"Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification. In Thirty-Fourth AAAI Conference on Artificial Intelligence.","author":"You Renchun","year":"2020","unstructured":"Renchun You , Zhiyao Guo , Lei Cui , Xiang Long , Yingze Bao , and Shilei Wen . 2020 . Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification. In Thirty-Fourth AAAI Conference on Artificial Intelligence. Renchun You, Zhiyao Guo, Lei Cui, Xiang Long, Yingze Bao, and Shilei Wen. 2020. Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification. In Thirty-Fourth AAAI Conference on Artificial Intelligence."},{"key":"e_1_3_2_2_47_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2012.2190083"},{"key":"e_1_3_2_2_48_1","volume-title":"5th International Conference on Learning Representations, ICLR 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings.","author":"Zagoruyko Sergey","year":"2017","unstructured":"Sergey Zagoruyko and Nikos Komodakis . 2017 . Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer . In 5th International Conference on Learning Representations, ICLR 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings. Sergey Zagoruyko and Nikos Komodakis. 2017. Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer. In 5th International Conference on Learning Representations, ICLR 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings."},{"key":"e_1_3_2_2_49_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2018.2812605"},{"key":"e_1_3_2_2_50_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.219"},{"key":"e_1_3_2_2_51_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2016.07.004"},{"key":"e_1_3_2_2_52_1","doi-asserted-by":"crossref","unstructured":"Xiaofeng Zhu Yonghua Zhu Shichao Zhang Rongyao Hu and Wei He. 2017c. Adaptive Hypergraph Learning for Unsupervised Feature Selection.. In IJCAI. 3581--3587. Xiaofeng Zhu Yonghua Zhu Shichao Zhang Rongyao Hu and Wei He. 2017c. Adaptive Hypergraph Learning for Unsupervised Feature Selection.. In IJCAI. 3581--3587.","DOI":"10.24963\/ijcai.2017\/501"}],"event":{"name":"MM '20: The 28th ACM International Conference on Multimedia","location":"Seattle WA USA","acronym":"MM '20","sponsor":["SIGMM ACM Special Interest Group on Multimedia"]},"container-title":["Proceedings of the 28th ACM International Conference on Multimedia"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394171.3414046","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3394171.3414046","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:01:24Z","timestamp":1750197684000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394171.3414046"}},"subtitle":["Adaptive Hypergraph Neural Networks for Multi-Label Image Classification"],"short-title":[],"issued":{"date-parts":[[2020,10,12]]},"references-count":52,"alternative-id":["10.1145\/3394171.3414046","10.1145\/3394171"],"URL":"https:\/\/doi.org\/10.1145\/3394171.3414046","relation":{},"subject":[],"published":{"date-parts":[[2020,10,12]]},"assertion":[{"value":"2020-10-12","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}