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One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction
27 January 2021
Xiang-Rong Sheng
Liqin Zhao
Guorui Zhou
Xinyao Ding
Binding Dai
Qiang Luo
Siran Yang
Jingshan Lv
Chi Zhang
Hongbo Deng
Xiaoqiang Zhu
LRM
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Papers citing
"One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction"
50 / 61 papers shown
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Mini-Game Lifetime Value Prediction in WeChat
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Zero-Shot Cross-Domain Code Search without Fine-Tuning
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Zhiyuan Wan
David Lo
Xiaohu Yang
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10 Apr 2025
CHIME: A Compressive Framework for Holistic Interest Modeling
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Joint Modeling in Recommendations: A Survey
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Xiaopeng Li
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Huifeng Guo
Ruiming Tang
85
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28 Feb 2025
One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems
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Zhaoxin Huan
Zihao Li
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Jun Hu
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Lixin Zou
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146
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20 Feb 2025
Pre-train and Fine-tune: Recommenders as Large Models
Zhenhao Jiang
Chong Chen
Hao Feng
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Jin Liu
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24 Jan 2025
Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark
Xiaopeng Li
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147
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A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation
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Zhaopeng Qiu
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Enhancing CTR Prediction in Recommendation Domain with Search Query Representation
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Yaochen Hu
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Yong Liu
Mark Coates
61
1
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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
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0
28 Oct 2024
Scene-wise Adaptive Network for Dynamic Cold-start Scenes Optimization in CTR Prediction
Wenhao Li
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Chuan Luo
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EXIT: An EXplicit Interest Transfer Framework for Cross-Domain Recommendation
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62
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Enhancing Taobao Display Advertising with Multimodal Representations: Challenges, Approaches and Insights
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Feifan Yang
Litong Gong
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Zhangming Chan
...
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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
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0
02 Jul 2024
LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation
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76
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ADSNet: Cross-Domain LTV Prediction with an Adaptive Siamese Network in Advertising
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77
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Retrievable Domain-Sensitive Feature Memory for Multi-Domain Recommendation
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Zhenhua Dong
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199
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M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework
Zijian Zhang
Shuchang Liu
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Scenario-Adaptive Fine-Grained Personalization Network: Tailoring User Behavior Representation to the Scenario Context
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Large-Scale Multi-Domain Recommendation: an Automatic Domain Feature Extraction and Personalized Integration Framework
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Zhen Chen
Yuexian Wang
He Cui
Chong Peng
Fuzhen Zhuang
Peng Yan
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12 Apr 2024
Masked Multi-Domain Network: Multi-Type and Multi-Scenario Conversion Rate Prediction with a Single Model
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Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models
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Fei Mi
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05 Mar 2024
Ads Recommendation in a Collapsed and Entangled World
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Wei Xue
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Lei Xiao
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101
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0
22 Feb 2024
Domain-Aware Cross-Attention for Cross-domain Recommendation
Yuhao Luo
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Mingjun Nie
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Robust Representation Learning for Unified Online Top-K Recommendation
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When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications
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Xian Wu
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Adaptive Neural Ranking Framework: Toward Maximized Business Goal for Cascade Ranking Systems
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An Unified Search and Recommendation Foundation Model for Cold-Start Scenario
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A Collaborative Transfer Learning Framework for Cross-domain Recommendation
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Rec4Ad: A Free Lunch to Mitigate Sample Selection Bias for Ads CTR Prediction in Taobao
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Task Relation-aware Continual User Representation Learning
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