{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,12]],"date-time":"2025-11-12T14:07:01Z","timestamp":1762956421324,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":27,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,8,20]],"date-time":"2020-08-20T00:00:00Z","timestamp":1597881600000},"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":[[2020,8,23]]},"DOI":"10.1145\/3394486.3403319","type":"proceedings-article","created":{"date-parts":[[2020,8,20]],"date-time":"2020-08-20T23:03:53Z","timestamp":1597964633000},"page":"2686-2696","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":20,"title":["Category-Specific CNN for Visual-aware CTR Prediction at JD.com"],"prefix":"10.1145","author":[{"given":"Hu","family":"Liu","sequence":"first","affiliation":[{"name":"JD, Beijing, China"}]},{"given":"Jing","family":"Lu","sequence":"additional","affiliation":[{"name":"JD, Beijing, China"}]},{"given":"Hao","family":"Yang","sequence":"additional","affiliation":[{"name":"JD, Beijing, China"}]},{"given":"Xiwei","family":"Zhao","sequence":"additional","affiliation":[{"name":"JD, Beijing, China"}]},{"given":"Sulong","family":"Xu","sequence":"additional","affiliation":[{"name":"JD, Beijing, China"}]},{"given":"Hao","family":"Peng","sequence":"additional","affiliation":[{"name":"JD, Beijing, China"}]},{"given":"Zehua","family":"Zhang","sequence":"additional","affiliation":[{"name":"JD, Beijing, China"}]},{"given":"Wenjie","family":"Niu","sequence":"additional","affiliation":[{"name":"JD, Beijing, China"}]},{"given":"Xiaokun","family":"Zhu","sequence":"additional","affiliation":[{"name":"JD, Beijing, China"}]},{"given":"Yongjun","family":"Bao","sequence":"additional","affiliation":[{"name":"JD, Beijing, China"}]},{"given":"Weipeng","family":"Yan","sequence":"additional","affiliation":[{"name":"JD, Beijing, China"}]}],"member":"320","published-online":{"date-parts":[[2020,8,20]]},"reference":[{"key":"e_1_3_2_2_1_1","volume-title":"Return of the devil in the details: Delving deep into convolutional nets. arXiv preprint arXiv:1405.3531","author":"Chatfield Ken","year":"2014","unstructured":"Ken Chatfield , Karen Simonyan , Andrea Vedaldi , and Andrew Zisserman . 2014. Return of the devil in the details: Delving deep into convolutional nets. arXiv preprint arXiv:1405.3531 ( 2014 ). Ken Chatfield, Karen Simonyan, Andrea Vedaldi, and Andrew Zisserman. 2014. Return of the devil in the details: Delving deep into convolutional nets. arXiv preprint arXiv:1405.3531 (2014)."},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/2964284.2964325"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.667"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2988450.2988454"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00314"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"e_1_3_2_2_7_1","volume-title":"Sherlock: sparse hierarchical embeddings for visually-aware one-class collaborative filtering. arXiv preprint arXiv:1604.05813","author":"He Ruining","year":"2016","unstructured":"Ruining He , Chunbin Lin , Jianguo Wang , and Julian McAuley . 2016a. Sherlock: sparse hierarchical embeddings for visually-aware one-class collaborative filtering. arXiv preprint arXiv:1604.05813 ( 2016 ). Ruining He, Chunbin Lin, Jianguo Wang, and Julian McAuley. 2016a. Sherlock: sparse hierarchical embeddings for visually-aware one-class collaborative filtering. arXiv preprint arXiv:1604.05813 (2016)."},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.9973"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/2648584.2648589"},{"key":"e_1_3_2_2_10_1","volume-title":"Gather-excite: Exploiting feature context in convolutional neural networks. In Advances in Neural Information Processing Systems. 9401--9411.","author":"Hu Jie","year":"2018","unstructured":"Jie Hu , Li Shen , Samuel Albanie , Gang Sun , and Andrea Vedaldi . 2018 a. Gather-excite: Exploiting feature context in convolutional neural networks. In Advances in Neural Information Processing Systems. 9401--9411. Jie Hu, Li Shen, Samuel Albanie, Gang Sun, and Andrea Vedaldi. 2018a. Gather-excite: Exploiting feature context in convolutional neural networks. In Advances in Neural Information Processing Systems. 9401--9411."},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00745"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2017.30"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.551"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080658"},{"key":"e_1_3_2_2_15_1","volume-title":"Asian Conference on Machine Learning . 325--340","author":"Lu Jing","year":"2013","unstructured":"Jing Lu , Steven Hoi , and Jialei Wang . 2013 . Second order online collaborative filtering . In Asian Conference on Machine Learning . 325--340 . Jing Lu, Steven Hoi, and Jialei Wang. 2013. Second order online collaborative filtering. In Asian Conference on Machine Learning . 325--340."},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2766462.2767755"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2488200"},{"key":"e_1_3_2_2_18_1","volume-title":"Twenty-Fourth International Joint Conference on Artificial Intelligence .","author":"Mo Kaixiang","year":"2015","unstructured":"Kaixiang Mo , Bo Liu , Lei Xiao , Yong Li , and Jie Jiang . 2015 . Image feature learning for cold start problem in display advertising . In Twenty-Fourth International Joint Conference on Artificial Intelligence . Kaixiang Mo, Bo Liu, Lei Xiao, Yong Li, and Jie Jiang. 2015. Image feature learning for cold start problem in display advertising. In Twenty-Fourth International Joint Conference on Artificial Intelligence ."},{"volume-title":"Proceedings of the twenty-fifth conference on uncertainty in artificial intelligence .","author":"Rendle Steffen","key":"e_1_3_2_2_19_1","unstructured":"Steffen Rendle , Christoph Freudenthaler , Zeno Gantner , and Lars Schmidt-Thieme . [n.d.]. BPR : Bayesian personalized ranking from implicit feedback . In Proceedings of the twenty-fifth conference on uncertainty in artificial intelligence . Steffen Rendle, Christoph Freudenthaler, Zeno Gantner, and Lars Schmidt-Thieme. [n.d.]. BPR: Bayesian personalized ranking from implicit feedback. In Proceedings of the twenty-fifth conference on uncertainty in artificial intelligence ."},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507176"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3124749.3124754"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01234-2_1"},{"key":"e_1_3_2_2_24_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_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357833"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.10"},{"key":"e_1_3_2_2_27_1","volume-title":"Proceedings of the 28th ACM International Conference on Information and Knowledge Management . 2605--2613","author":"Zhao Zhichen","year":"2019","unstructured":"Zhichen Zhao , Lei Li , Bowen Zhang , Meng Wang , Yuning Jiang , Li Xu , Fengkun Wang , and Weiying Ma . 2019 . What You Look Matters? Offline Evaluation of Advertising Creatives for Cold-start Problem . In Proceedings of the 28th ACM International Conference on Information and Knowledge Management . 2605--2613 . Zhichen Zhao, Lei Li, Bowen Zhang, Meng Wang, Yuning Jiang, Li Xu, Fengkun Wang, and Weiying Ma. 2019. What You Look Matters? Offline Evaluation of Advertising Creatives for Cold-start Problem. In Proceedings of the 28th ACM International Conference on Information and Knowledge Management . 2605--2613."}],"event":{"name":"KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"],"location":"Virtual Event CA USA","acronym":"KDD '20"},"container-title":["Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery &amp; Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394486.3403319","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3394486.3403319","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:01:48Z","timestamp":1750197708000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394486.3403319"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,20]]},"references-count":27,"alternative-id":["10.1145\/3394486.3403319","10.1145\/3394486"],"URL":"https:\/\/doi.org\/10.1145\/3394486.3403319","relation":{},"subject":[],"published":{"date-parts":[[2020,8,20]]},"assertion":[{"value":"2020-08-20","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}