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COLD: Towards the Next Generation of Pre-Ranking System

31 July 2020

Papers citing "COLD: Towards the Next Generation of Pre-Ranking System"

28 / 28 papers shown

Title
OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion Xian Guo Ben Chen Siyuan Wang Ying Yang Chenyi Lei Yuqing Ding Han Li 12 0 0 07 Jun 2025
EGA-V1: Unifying Online Advertising with End-to-End Learning Junyan Qiu Ze Wang Fan Zhang Zuowu Zheng Jile Zhu Jiangke Fan Teng Zhang Haitao Wang Yongkang Wang Xingxing Wang OffRL 71 0 0 26 May 2025
HIT Model: A Hierarchical Interaction-Enhanced Two-Tower Model for Pre-Ranking Systems Haoqiang Yang Congde Yuan Kun Bai Mengzhuo Guo Wei Yang Chao Zhou 14 0 0 26 May 2025
Killing Two Birds with One Stone: Unifying Retrieval and Ranking with a Single Generative Recommendation Model Lefei Zhang Kenan Song Yi Quan Lee Wei Guo Hao Wang Yawen Li Huifeng Guo Yang Liu Defu Lian Enhong Chen 97 1 0 23 Apr 2025
InteractRank: Personalized Web-Scale Search Pre-Ranking with Cross Interaction Features Sujay Khandagale Bhawna Juneja Prabhat Agarwal Aditya Subramanian Jaewon Yang Yuting Wang 80 0 0 09 Apr 2025
Unleashing the Potential of Two-Tower Models: Diffusion-Based Cross-Interaction for Large-Scale Matching Yihan Wang Fei Xiong Zhexin Han Qi Song Kaiqiao Zhan Ben Wang 69 1 0 28 Feb 2025
OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment Jiaxin Deng Shiyao Wang Kuo Cai Lejian Ren Qigen Hu Weifeng Ding Qiang Luo Guorui Zhou 121 12 0 26 Feb 2025
A Hybrid Cross-Stage Coordination Pre-ranking Model for Online Recommendation Systems Binglei Zhao Houying Qi Guang Xu Mian Ma Xiwei Zhao Feng Mei Sulong Xu Jinghe Hu 97 1 0 17 Feb 2025
Residual Multi-Task Learner for Applied Ranking Cong Fu Kun Wang Jiahua Wu Yizhou Chen Guangda Huzhang Yabo Ni Anxiang Zeng Zhiming Zhou 55 1 0 30 Oct 2024
FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG X. Zhao Yan Zhong Zetian Sun Xinshuo Hu Zhenyu Liu Dongfang Li Baotian Hu Min Zhang 254 8 0 14 Oct 2024
RPAF: A Reinforcement Prediction-Allocation Framework for Cache Allocation in Large-Scale Recommender Systems Shuo Su Xiaoshuang Chen Yao Wang Yulin Wu Ziqiang Zhang Kaiqiao Zhan Ben Wang Kun Gai AI4TS 80 1 0 20 Sep 2024
Enhancing Taobao Display Advertising with Multimodal Representations: Challenges, Approaches and Insights Xiang-Rong Sheng Feifan Yang Litong Gong Biao Wang Zhangming Chan ... Tiezheng Ge Ziru Xu Yuning Jiang Jian Xu Bo Zheng 98 4 0 28 Jul 2024
Optimizing E-commerce Search: Toward a Generalizable and Rank-Consistent Pre-Ranking Model Enqiang Xu Yiming Qiu Junyang Bai Ping Zhang Dadong Miao Songlin Wang Guoyu Tang Lin Liu Mingming Li CML 48 4 0 09 May 2024
Cache-Aware Reinforcement Learning in Large-Scale Recommender Systems Xiaoshuang Chen Gengrui Zhang Yao Wang Yulin Wu Shuo Su Kaiqiao Zhan Ben Wang OffRL 83 2 0 23 Apr 2024
Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations Jiaqi Zhai Lucy Liao Xing Liu Yueming Wang Rui Li ... Zhaojie Gong Fangda Gu Michael He Yin-Hua Lu Yu Shi OffRL 102 56 0 27 Feb 2024
Rethinking Large-scale Pre-ranking System: Entire-chain Cross-domain Models Jinbo Song Ruoran Huang Xinyang Wang Wei Huang Qian Yu ... Chaosheng Fan Changping Peng Zhangang Lin Jinghe Hu Jingping Shao MQ LRM 49 4 0 12 Oct 2023
Methodologies for Improving Modern Industrial Recommender Systems Shusen Wang 32 0 0 21 Jul 2023
COPR: Consistency-Oriented Pre-Ranking for Online Advertising Zhishan Zhao Jing Gao Yu Zhang Shuguang Han Siyuan Lou ... Zhe Wang Ziru Xu Yuning Jiang Jian Xu Bo Zheng 106 13 0 06 Jun 2023
Graph Exploration Matters: Improving both individual-level and system-level diversity in WeChat Feed Recommender Shuai Yang Lixin Zhang Feng Xia Leyu Lin 36 1 0 29 May 2023
Item Cold Start Recommendation via Adversarial Variational Auto-encoder Warm-up Shenzheng Zhang Qiurong Tan Xinzhi Zheng Yi Ren Xunming Zhao 48 0 0 28 Feb 2023
PIER: Permutation-Level Interest-Based End-to-End Re-ranking Framework in E-commerce Xiaowen Shi Fan Yang Ze Wang Xiaoxu Wu Muzhi Guan Guogang Liao Yongkang Wang Xingxing Wang Dong Wang 41 4 0 06 Feb 2023
Decision-Making Context Interaction Network for Click-Through Rate Prediction Xiang Li Shuwei Chen Jian Dong Jin Zhang Yongkang Wang Xingxing Wang Dong Wang 29 9 0 29 Jan 2023
Hierarchical Multi-Interest Co-Network For Coarse-Grained Ranking Xu Yuan Chengjun Xu Qiwei Chen Tao Zhuang Hongjie Chen Chong Li Junfeng Ge AI4TS 62 0 0 19 Oct 2022
Sustainable Online Reinforcement Learning for Auto-bidding Zhiyu Mou Yusen Huo Rongquan Bai Mingzhou Xie Chuan Yu Jian Xu Bo Zheng OffRL OnRL 100 17 0 13 Oct 2022
Sliding Spectrum Decomposition for Diversified Recommendation Yanhua Huang Weikun Wang Lei Zhang Ruiwen Xu 61 43 0 12 Jul 2021
Towards a Better Tradeoff between Effectiveness and Efficiency in Pre-Ranking: A Learnable Feature Selection based Approach Xu Ma Pengjie Wang Hui Zhao Shaoguo Liu Chuhan Zhao Wei Lin Kuang-chih Lee Jian Xu Bo Zheng 55 30 0 17 May 2021
Computation Resource Allocation Solution in Recommender Systems Xun Yang Yunli Wang Cheng Chen Qing Tan Chuan Yu Jian Xu Xiaoqiang Zhu 11 7 0 03 Mar 2021
Truncation-Free Matching System for Display Advertising at Alibaba Jin Li Jie Liu Shangzhou Li Yao Xu Ran Cao ... Biye Jiang Guan Wang Ziru Xu Kun Gai Xiaoqiang Zhu 37 5 0 18 Feb 2021