Multi-Faceted Large Embedding Tables for Pinterest Ads Ranking

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Su, Runze, Jin, Jiayin, Li, Jiacheng, Wang, Sihan, Bai, Guangtong, Wang, Zelun, Tang, Li, Meng, Yixiong, Wu, Huasen, Pan, Zhimeng, Li, Kungang, Sun, Han, Liu, Zhifang, Li, Haoyang, Ji, Siping, Peng, Degao, Zhuang, Jinfeng, Leng, Ling, Deshikachar, Prathibha
Format:	Preprint
Published:	2025
Subjects:	Information Retrieval Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Decoupled Entity Representation Learning for Pinterest Ads Ranking
by: Liu, Jie, et al.
Published: (2025)

Entity Representation Learning Through Onsite-Offsite Graph for Pinterest Ads
by: Jin, Jiayin, et al.
Published: (2025)

ML-DCN: Masked Low-Rank Deep Crossing Network Towards Scalable Ads Click-through Rate Prediction at Pinterest
by: Li, Jiacheng, et al.
Published: (2026)

The Evolution of Embedding Table Optimization and Multi-Epoch Training in Pinterest Ads Conversion
by: Qiu, Andrew, et al.
Published: (2025)

Deep Reinforcement Learning for Ranking Utility Tuning in the Ad Recommender System at Pinterest
by: Yang, Xiao, et al.
Published: (2025)

Fine-Tuned LLM as a Complementary Predictor Improving Ads System
by: Yang, Hui, et al.
Published: (2026)

MTMD: A Multi-Task Multi-Domain Framework for Unified Ad Lightweight Ranking at Pinterest
by: Yang, Xiao, et al.
Published: (2025)

On the Practice of Deep Hierarchical Ensemble Network for Ad Conversion Rate Prediction
by: Zhuang, Jinfeng, et al.
Published: (2025)

UniPinRec: Unifying Generative Retrieval and Ranking at Pinterest Scale
by: Li, Hanyu, et al.
Published: (2026)

Pinterest Canvas: Large-Scale Image Generation at Pinterest
by: Wang, Yu, et al.
Published: (2026)

Decoupling Template Bias in CLIP: Harnessing Empty Prompts for Enhanced Few-Shot Learning
by: Zhang, Zhenyu, et al.
Published: (2025)

MICM: Rethinking Unsupervised Pretraining for Enhanced Few-shot Learning
by: Zhang, Zhenyu, et al.
Published: (2024)

Improving Pinterest Search Relevance Using Large Language Models
by: Wang, Han, et al.
Published: (2024)

Privacy Preserving Conversion Modeling in Data Clean Room
by: Li, Kungang, et al.
Published: (2025)

PinCLIP: Large-scale Foundational Multimodal Representation at Pinterest
by: Beal, Josh, et al.
Published: (2026)

Resolving Kane's Puzzle in Oblique Collisions of Rigid Bodies
by: Wang, Xueqiang, et al.
Published: (2025)

Generative Engine Optimization: A VLM and Agent Framework for Pinterest Acquisition Growth
by: Zhang, Faye, et al.
Published: (2026)

Async Learned User Embeddings for Ads Delivery Optimization
by: Tang, Mingwei, et al.
Published: (2024)

The Dependence of Solid Electrolyte Interphase on the Crystal Facet of Current Collector in Li Metal Battery
by: Zhimeng Hao, et al.
Published: (2024)

Sublayers Editing of Covalent MAX Phase for Nanolaminated Early Transition Metal Compounds
by: Li, Ziqian, et al.
Published: (2024)

COFFEE: COdesign Framework for Feature Enriched Embeddings in Ads-Ranking Systems
by: Roychowdhury, Sohini, et al.
Published: (2026)

Chemo‐Enzymatic Functionalization of Bovine Milk Exosomes with an EGFR Nanobody for Target‐specific Drug Delivery
by: Ranran Zhang, et al.
Published: (2024)

AutoTask: Task Aware Multi-Faceted Single Model for Multi-Task Ads Relevance
by: Guo, Shouchang, et al.
Published: (2024)

Cross-Domain Web Information Extraction at Pinterest
by: Farag, Michael, et al.
Published: (2025)

Letter to the editor ‘Systematic review, meta‐analysis and meta‐regression to determine the effects of patient education on health behaviour change in adults diagnosed with coronary heart disease’
by: Jinfeng Wang, et al.
Published: (2024)

HCMRM: A High-Consistency Multimodal Relevance Model for Search Ads
by: Gan, Guobing, et al.
Published: (2025)

Unlocking the potential of genome editing in agriculture with tissue culture‐free techniques
by: Manman Hu, et al.
Published: (2025)

Positive-preserving, mass conservative linear schemes for the Possion-Nernst-Planck equations
by: Li, Jiayin, et al.
Published: (2025)

A Survey : Neural Networks for AMR-to-Text
by: Hao, Hongyu, et al.
Published: (2022)

Counterfactual Evaluation of Ads Ranking Models through Domain Adaptation
by: Radwan, Mohamed A., et al.
Published: (2024)

ORBGRAND Is Exactly Capacity-achieving via Rank Companding
by: Li, Zhuang, et al.
Published: (2025)

Large Foundation Model for Ads Recommendation
by: Zhang, Shangyu, et al.
Published: (2025)

Chinese Migrant Parents and Complementary Schooling in Germany
by: Li-Gottwald, Jiayin
Published: (2022)

Regulation of surface carbon dioxide distributions and air–sea fluxes by temperature, biology, and mixing along the North American Atlantic Coastal Ocean Margin
by: Zelun Wu, et al.
Published: (2025)

Silatrane Functional Rubds‐Based Catalyst for Stabilized Heterogenized Water Oxidation
by: Yannan Peng, et al.
Published: (2025)

Surface-bottom coupling on the Amundsen Sea upper slope over the past 25 kyr: evidence for changes in slope-front dynamics
by: Wang, Jiakai, et al.
Published: (2026)

Phylogenetic and functional characterization of Asgard primases.
by: Li, Zhimeng, et al.
Published: (2026)

Decision Quality Evaluation Framework at Pinterest
by: Tian, Yuqi, et al.
Published: (2026)

Merging Mechanisms for Ads and Organic Items in E-commerce Platforms
by: An, Nan, et al.
Published: (2025)

Efficient Access to Polycyclic Scaffolds via a Dearomatization/Polyene Cyclization Cascade
by: Sihan Zhang, et al.
Published: (2026)