{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T01:25:05Z","timestamp":1777339505806,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":32,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,9,22]]},"DOI":"10.1145\/3705328.3748065","type":"proceedings-article","created":{"date-parts":[[2025,9,6]],"date-time":"2025-09-06T10:46:13Z","timestamp":1757155573000},"page":"247-256","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["LONGER: Scaling Up Long Sequence Modeling in Industrial Recommenders"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9823-2990","authenticated-orcid":false,"given":"Zheng","family":"Chai","sequence":"first","affiliation":[{"name":"ByteDance, Hangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-9138-6448","authenticated-orcid":false,"given":"Qin","family":"Ren","sequence":"additional","affiliation":[{"name":"ByteDance, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-1329-6379","authenticated-orcid":false,"given":"Xijun","family":"Xiao","sequence":"additional","affiliation":[{"name":"ByteDance, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-0201-1861","authenticated-orcid":false,"given":"Huizhi","family":"Yang","sequence":"additional","affiliation":[{"name":"ByteDance, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-0060-3264","authenticated-orcid":false,"given":"Bo","family":"Han","sequence":"additional","affiliation":[{"name":"ByteDance, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-5699-6930","authenticated-orcid":false,"given":"Sijun","family":"Zhang","sequence":"additional","affiliation":[{"name":"ByteDance, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-6151-5369","authenticated-orcid":false,"given":"Di","family":"Chen","sequence":"additional","affiliation":[{"name":"ByteDance, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5133-4452","authenticated-orcid":false,"given":"Hui","family":"Lu","sequence":"additional","affiliation":[{"name":"ByteDance, Hangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0655-4317","authenticated-orcid":false,"given":"Wenlin","family":"Zhao","sequence":"additional","affiliation":[{"name":"ByteDance, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-4199-861X","authenticated-orcid":false,"given":"Lele","family":"Yu","sequence":"additional","affiliation":[{"name":"ByteDance, San Jose, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-2004-950X","authenticated-orcid":false,"given":"Xionghang","family":"Xie","sequence":"additional","affiliation":[{"name":"ByteDance, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2430-2009","authenticated-orcid":false,"given":"Shiru","family":"Ren","sequence":"additional","affiliation":[{"name":"ByteDance, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-1751-2385","authenticated-orcid":false,"given":"Xiang","family":"Sun","sequence":"additional","affiliation":[{"name":"ByteDance, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-6103-4381","authenticated-orcid":false,"given":"Yaocheng","family":"Tan","sequence":"additional","affiliation":[{"name":"ByteDance, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-2580-0983","authenticated-orcid":false,"given":"Peng","family":"Xu","sequence":"additional","affiliation":[{"name":"ByteDance, San Jose, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9804-2721","authenticated-orcid":false,"given":"Yuchao","family":"Zheng","sequence":"additional","affiliation":[{"name":"ByteDance, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-8084-7608","authenticated-orcid":false,"given":"Di","family":"Wu","sequence":"additional","affiliation":[{"name":"ByteDance, Beijing, China"}]}],"member":"320","published-online":{"date-parts":[[2025,9,7]]},"reference":[{"key":"e_1_3_3_2_2_2","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3532073"},{"key":"e_1_3_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.1145\/3726302.3731939"},{"key":"e_1_3_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.1145\/3580305.3599922"},{"key":"e_1_3_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1145\/3580305.3599884"},{"key":"e_1_3_3_2_6_2","doi-asserted-by":"publisher","DOI":"10.1145\/3523227.3546788"},{"key":"e_1_3_3_2_7_2","doi-asserted-by":"publisher","DOI":"10.1145\/3326937.3341261"},{"key":"e_1_3_3_2_8_2","doi-asserted-by":"publisher","DOI":"10.1145\/3460231.3474255"},{"key":"e_1_3_3_2_9_2","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2023\/746"},{"key":"e_1_3_3_2_10_2","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539381"},{"key":"e_1_3_3_2_11_2","first-page":"4651","volume-title":"International conference on machine learning","author":"Jaegle Andrew","year":"2021","unstructured":"Andrew Jaegle, Felix Gimeno, Andy Brock, Oriol Vinyals, Andrew Zisserman, and Joao Carreira. 2021. Perceiver: General perception with iterative attention. In International conference on machine learning. PMLR, 4651\u20134664."},{"key":"e_1_3_3_2_12_2","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357814"},{"key":"e_1_3_3_2_13_2","first-page":"19730","volume-title":"International conference on machine learning","author":"Li Junnan","year":"2023","unstructured":"Junnan Li, Dongxu Li, Silvio Savarese, and Steven Hoi. 2023. Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models. In International conference on machine learning. PMLR, 19730\u201319742."},{"key":"e_1_3_3_2_14_2","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3463036"},{"key":"e_1_3_3_2_15_2","doi-asserted-by":"publisher","DOI":"10.1145\/3701716.3715514"},{"key":"e_1_3_3_2_16_2","unstructured":"Xiao Lv Jiangxia Cao Shijie Guan Xiaoyou Zhou Zhiguang Qi Yaqiang Zang Ming Li Ben Wang Kun Gai and Guorui Zhou. 2024. MARM: Unlocking the Future of Recommendation Systems through Memory Augmentation and Scalable Complexity. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2411.09425 (2024)."},{"key":"e_1_3_3_2_17_2","doi-asserted-by":"publisher","DOI":"10.1145\/3458817.3476209"},{"key":"e_1_3_3_2_18_2","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330666"},{"key":"e_1_3_3_2_19_2","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3412744"},{"key":"e_1_3_3_2_20_2","unstructured":"Alec Radford Karthik Narasimhan Tim Salimans and Ilya Sutskever. 2018. Improving Language Understanding by Generative Pre-Training. (2018). https:\/\/cdn.openai.com\/research-covers\/language-unsupervised\/language_understanding_paper.pdf OpenAI technical report."},{"key":"e_1_3_3_2_21_2","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i8.28747"},{"key":"e_1_3_3_2_22_2","doi-asserted-by":"publisher","DOI":"10.1145\/3627673.3680030"},{"key":"e_1_3_3_2_23_2","doi-asserted-by":"publisher","DOI":"10.1145\/3124749.3124754"},{"key":"e_1_3_3_2_24_2","unstructured":"Guangxuan Xiao Yuandong Tian Beidi Chen Song Han and Mike Lewis. 2024. Efficient Streaming Language Models with Attention Sinks. arxiv:https:\/\/arXiv.org\/abs\/2309.17453\u00a0[cs.CL] https:\/\/arxiv.org\/abs\/2309.17453"},{"key":"e_1_3_3_2_25_2","unstructured":"Zhichen Zeng Xiaolong Liu Mengyue Hang Xiaoyi Liu Qinghai Zhou Chaofei Yang Yiqun Liu Yichen Ruan Laming Chen Yuxin Chen et\u00a0al. 2024. InterFormer: Towards Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2411.09852 (2024)."},{"key":"e_1_3_3_2_26_2","unstructured":"Jiaqi Zhai Lucy Liao Xing Liu Yueming Wang Rui Li Xuan Cao Leon Gao Zhaojie Gong Fangda Gu Michael He et\u00a0al. 2024. Actions speak louder than words: Trillion-parameter sequential transducers for generative recommendations. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2402.17152 (2024)."},{"key":"e_1_3_3_2_27_2","unstructured":"Buyun Zhang Liang Luo Yuxin Chen Jade Nie Xi Liu Daifeng Guo Yanli Zhao Shen Li Yuchen Hao Yantao Yao et\u00a0al. 2024. Wukong: Towards a scaling law for large-scale recommendation. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2403.02545 (2024)."},{"key":"e_1_3_3_2_28_2","doi-asserted-by":"publisher","DOI":"10.1145\/3640457.3688129"},{"key":"e_1_3_3_2_29_2","unstructured":"Guorui Zhou Weijie Bian Kailun Wu Lejian Ren Qi Pi Yujing Zhang Can Xiao Xiang-Rong Sheng Na Mou Xinchen Luo et\u00a0al. 2020. CAN: revisiting feature co-action for click-through rate prediction. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2011.05625 (2020)."},{"key":"e_1_3_3_2_30_2","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015941"},{"key":"e_1_3_3_2_31_2","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219823"},{"key":"e_1_3_3_2_32_2","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3411954"},{"key":"e_1_3_3_2_33_2","doi-asserted-by":"publisher","DOI":"10.1145\/3626772.3657816"}],"event":{"name":"RecSys '25: Nineteenth ACM Conference on Recommender Systems","location":"Prague Czech Republic","acronym":"RecSys '25","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGAI ACM Special Interest Group on Artificial Intelligence","SIGIR ACM Special Interest Group on Information Retrieval","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"]},"container-title":["Proceedings of the Nineteenth ACM Conference on Recommender Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3705328.3748065","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,6]],"date-time":"2025-09-06T11:43:20Z","timestamp":1757159000000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3705328.3748065"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,7]]},"references-count":32,"alternative-id":["10.1145\/3705328.3748065","10.1145\/3705328"],"URL":"https:\/\/doi.org\/10.1145\/3705328.3748065","relation":{},"subject":[],"published":{"date-parts":[[2025,9,7]]},"assertion":[{"value":"2025-09-07","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}