Title
A Pre-trained Sequential Recommendation Framework: Popularity Dynamics for Zero-shot Transfer Junting Wang Praneet Rathi Hari Sundaram HAI VLM 37 5 0 01 Jul 2025
Semantic-enhanced Co-attention Prompt Learning for Non-overlapping Cross-Domain Recommendation Lei Guo Chenlong Song Feng Guo Xiaohui Han Xiaojun Chang Lei Zhu 33 0 0 25 May 2025
Mini-Game Lifetime Value Prediction in WeChat Aochuan Chen Yifan Niu Ziqi Gao Yujie Sun Shoujun Liu Gong Chen Yang Liu Jia Li 28 0 0 21 May 2025
Zero-Shot Cross-Domain Code Search without Fine-Tuning Keyu Liang Ziqiang Liu Chao Liu Zhiyuan Wan David Lo Xiaohu Yang 63 0 0 10 Apr 2025
CHIME: A Compressive Framework for Holistic Interest Modeling Yong Bai Rui Xiang Kaiyuan Li Yongxiang Tang Yanhua Cheng Xialong Liu Peng Jiang Kun Gai 64 1 0 09 Apr 2025
A Convex Formulation of Game-theoretic Hierarchical Routing Dong Ho Lee Kaitlyn Donnel Max Z. Li David Fridovich-Keil 138 1 0 18 Mar 2025
Joint Modeling in Recommendations: A Survey Xiangyu Zhao Yichao Wang Bo Chen Jingtong Gao Yuhao Wang Xiaopeng Li Pengyue Jia Qiang Liu Huifeng Guo Ruiming Tang 85 0 0 28 Feb 2025
One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems Zuoli Tang Zhaoxin Huan Zihao Li Xiaolu Zhang Jun Hu Chilin Fu Jun Zhou Lixin Zou Chenliang Li 146 20 0 20 Feb 2025
Pre-train and Fine-tune: Recommenders as Large Models Zhenhao Jiang Chong Chen Hao Feng Yu Yang Jin Liu Jie Zhang Jia Jia Ning Hu 90 0 0 24 Jan 2025
Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark Xiaopeng Li Jingtong Gao Pengyue Jia Xiangyu Zhao Yichao Wang ... Yansen Wang Yuhao Wang Xiangyu Zhao Huifeng Guo Ruiming Tang 147 2 0 17 Jan 2025
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation Qiang Liu Zhaopeng Qiu Xiangyu Zhao X. Wu Zijian Zhang Tong Xu Feng Tian 143 0 0 31 Dec 2024
A Centralized-Distributed Transfer Model for Cross-Domain Recommendation Based on Multi-Source Heterogeneous Transfer Learning Ke Xu Ziliang Wang Wei Zheng Yuhao Ma Chenglin Wang Nengxue Jiang Cai Cao 87 4 0 14 Nov 2024
Enhancing CTR Prediction in Recommendation Domain with Search Query Representation Yuening Wang M. Chen Yaochen Hu Wei Guo Yingxue Zhang Huifeng Guo Yong Liu Mark Coates 61 1 0 28 Oct 2024
GPRec: Bi-level User Modeling for Deep Recommenders Yejing Wang Dong Xu Xiangyu Zhao Zhiren Mao Peng Xiang Ling Yan Yao Hu Zijian Zhang Xuetao Wei Qiang Liu 98 4 0 28 Oct 2024
Scene-wise Adaptive Network for Dynamic Cold-start Scenes Optimization in CTR Prediction Wenhao Li Jie Zhou Chuan Luo Chao Tang Kun Zhang Shixiong Zhao 103 0 0 03 Aug 2024
EXIT: An EXplicit Interest Transfer Framework for Cross-Domain Recommendation Lei Huang Weitao Li Chenrui Zhang Jinpeng Wang Xianchun Yi Sheng Chen 62 2 0 29 Jul 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
ECAT: A Entire space Continual and Adaptive Transfer Learning Framework for Cross-Domain Recommendation Chaoqun Hou Yuanhang Zhou Yi Cao Tong Liu 86 2 0 02 Jul 2024
LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation Yuhao Wang Yichao Wang Zichuan Fu Xiangyang Li Xiangyu Zhao Huifeng Guo Ruiming Tang 76 14 0 18 Jun 2024
ADSNet: Cross-Domain LTV Prediction with an Adaptive Siamese Network in Advertising Ruize Wang Hui Xu Ying Cheng Qi He Xing Zhou Rui Feng Wei Xu Lei Huang Jie Jiang 77 2 0 15 Jun 2024
Retrievable Domain-Sensitive Feature Memory for Multi-Domain Recommendation Yuang Zhao Zhaocheng Du Qinglin Jia Linxuan Zhang Zhenhua Dong Ruiming Tang 199 3 0 21 May 2024
M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework Zijian Zhang Shuchang Liu Jiaao Yu Qingpeng Cai Xiangyu Zhao ... Qidong Liu Hongwei Zhao Lantao Hu Peng Jiang Kun Gai 99 22 0 29 Apr 2024
Scenario-Adaptive Fine-Grained Personalization Network: Tailoring User Behavior Representation to the Scenario Context Moyu Zhang Yong Tang Jinxin Hu Yu Zhang AI4TS 93 1 0 15 Apr 2024
Large-Scale Multi-Domain Recommendation: an Automatic Domain Feature Extraction and Personalized Integration Framework Dongbo Xi Zhen Chen Yuexian Wang He Cui Chong Peng Fuzhen Zhuang Peng Yan 85 0 0 12 Apr 2024
Masked Multi-Domain Network: Multi-Type and Multi-Scenario Conversion Rate Prediction with a Single Model Wentao Ouyang Xiuwu Zhang Chao Guo Shukui Ren Yupei Sui ... Jinmei Luo Yunfeng Chen Dongbo Xu Xiangzheng Liu Yanlong Du 42 3 0 26 Mar 2024
Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models Rui Wang Fei Mi Yi Chen Boyang Xue Hongru Wang Qi Zhu Kam-Fai Wong Rui-Lan Xu CLL 68 7 0 05 Mar 2024
Ads Recommendation in a Collapsed and Entangled World Junwei Pan Wei Xue Ximei Wang Haibin Yu Xun Liu Shijie Quan Xueming Qiu Dapeng Liu Lei Xiao Jie Jiang 101 9 0 22 Feb 2024
Domain-Aware Cross-Attention for Cross-domain Recommendation Yuhao Luo Shiwei Ma Mingjun Nie Changping Peng Zhangang Lin Jingping Shao Qianfang Xu 23 1 0 22 Jan 2024
An Adaptive Framework of Geographical Group-Specific Network on O2O Recommendation Luo Ji Jiayu Mao Hailong Shi Qian Li Yunfei Chu Hongxia Yang 18 0 0 28 Dec 2023
Robust Representation Learning for Unified Online Top-K Recommendation Minfang Lu Yuchen Jiang Huihui Dong Qi Li Xinhang Li ... Hao Hu Ziru Xu Yuning Jiang Jian Xu Bo Zheng CML 70 0 0 24 Oct 2023
When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications Qidong Liu Xian Wu Xiangyu Zhao Yuanshao Zhu Derong Xu Feng Tian Yefeng Zheng MoE 113 76 0 21 Oct 2023
Adaptive Neural Ranking Framework: Toward Maximized Business Goal for Cascade Ranking Systems Yunli Wang Zhiqiang Wang Jian Yang Shiyang Wen Dongying Kong Han Li Kun Gai 108 12 0 16 Oct 2023
Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning Ximei Wang Junwei Pan Xingzhuo Guo Dapeng Liu Jie Jiang OOD 66 3 0 19 Sep 2023
An Unified Search and Recommendation Foundation Model for Cold-Start Scenario Yuqi Gong Xichen Ding Yehui Su Kaiming Shen Zhongyi Liu Guannan Zhang LRM 131 26 0 16 Sep 2023
Multi-domain Recommendation with Embedding Disentangling and Domain Alignment Wentao Ning Xiao Yan Weiwen Liu R. Cheng Rui Zhang Bo Tang 98 21 0 10 Aug 2023
Multi-Scenario Ranking with Adaptive Feature Learning Yu Tian Bofang Li Si Chen Xubin Li Hongbo Deng Jian Xu Bo Zheng Qian Wang Chenliang Li 75 11 0 29 Jun 2023
A Collaborative Transfer Learning Framework for Cross-domain Recommendation Wei Emma Zhang Peng Zhang Bo Zhang Xingxing Wang Dong Wang 60 18 0 26 Jun 2023
Rec4Ad: A Free Lunch to Mitigate Sample Selection Bias for Ads CTR Prediction in Taobao Jingyue Gao Shuguang Han Ziru Xu Siran Yang Yuning Jiang Jian Xu Bo Zheng 83 14 0 06 Jun 2023
Task Relation-aware Continual User Representation Learning Sein Kim Namkyeong Lee Donghyun Kim Min-Chul Yang Chanyoung Park CLL 73 8 0 01 Jun 2023
Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse Approach Zhangming Chan Yu Zhang Shuguang Han Yong Bai Xiang-Rong Sheng ... Jiacen Hu Baolin Liu Yuning Jiang Jian Xu Bo Zheng 75 11 0 22 May 2023
Exploring and Exploiting Data Heterogeneity in Recommendation Zimu Wang Jiashuo Liu Hao Zou Xingxuan Zhang Yue He Dongxu Liang Peng Cui 84 2 0 21 May 2023
ALT: An Automatic System for Long Tail Scenario Modeling Ya-Lin Zhang Jun Zhou Yankun Ren Yue Zhang Xinxing Yang Meng Li Qitao Shi Longfei Li 70 0 0 19 May 2023
HiNet: Novel Multi-Scenario & Multi-Task Learning with Hierarchical Information Extraction Jie Zhou Xia Cao Wenhao Li Lin Bo Kun Zhang Chuan Luo Qian Yu 118 25 0 10 Mar 2023
Exploiting Graph Structured Cross-Domain Representation for Multi-Domain Recommendation Alejandro Ariza-Casabona Bartlomiej Twardowski Tri Kurniawan Wijaya 80 5 0 12 Feb 2023
Hybrid Contrastive Constraints for Multi-Scenario Ad Ranking Shanlei Mu Penghui Wei Wayne Xin Zhao Shaoguo Liu Liangji Wang Bo Zheng 65 4 0 06 Feb 2023
FlexShard: Flexible Sharding for Industry-Scale Sequence Recommendation Models Geet Sethi Pallab Bhattacharya Dhruv Choudhary Carole-Jean Wu Christos Kozyrakis 79 5 0 08 Jan 2023
AdaptDHM: Adaptive Distribution Hierarchical Model for Multi-Domain CTR Prediction Jinyun Li Huiwen Zheng Yuan-Cheng Liu Minfang Lu Lixia Wu Haoyuan Hu 97 8 0 22 Nov 2022
BASM: A Bottom-up Adaptive Spatiotemporal Model for Online Food Ordering Service Boya Du Shaochuan Lin Jiong Gao Xiyu Ji Mengya Wang Taotao Zhou Hengxu He Jia Jia Ning Hu 87 6 0 22 Nov 2022
FeatureBox: Feature Engineering on GPUs for Massive-Scale Ads Systems Weijie Zhao Xuewu Jiao Xinsheng Luo Jingxue Li Belhal Karimi Ping Li 70 2 0 26 Sep 2022
Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Prediction Models Zhaorui Zhang Xiang-Rong Sheng Yujing Zhang Biye Jiang Shuguang Han Hongbo Deng Bo Zheng CML 112 38 0 04 Sep 2022