AdKDD | Papers

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AdKDD Papers

Papers accepted at the AdKDD workshops for all previous years. If your paper appeared at AdKDD prior to 2017 or you would like us to host your slides, please contact us to have it appear here.

2025

2024

2023

2022

2021

2020

2019

2018

2017

Year	Title	Authors	Type	PDF	Slides	Video
2025	Mitigating Position Bias in Click Predictor Models: A Novel Downsampling Approach for Enhanced Accuracy and Efficiency	Phuong Ha Nguyen, Djordje Gligorijevic, Hung Nguyen, Sheng Shen, Zhenke Xi, Abraham Bagherjeiran	Paper	PDF	Slides	Video
2025	Large Language Models for Detecting Gambling Advertisement Images to Enhance the Efficiency of the Creative Review Process	Edward Martis, Jayesh Asawa	Paper	PDF	Slides	Video
2025	MTMD: A Multi-Task Multi-Domain Framework for Unified Ad Lightweight Ranking at Pinterest	Xiao Yang, Peifeng Yin, Abe Engle, Jinfeng Zhuang, Ling Leng	Paper	PDF		Video
2025	More Ads, Happier Shoppers: Unified-Valuation Ad Allocation at Scale	Sergey Kolbin, Arushi Jain, Manavender Malgireddy, Kurt Zimmer, Masoum Mosmer, Patrick Phelps	Paper	PDF	Slides	Video
2025	DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation	Blaž Škrlj, Yonatan Karni, Grega Gašperšič, Blaž Mramor, Yulia Stolin, Martin Jakomin, Jasna Urbančič, Yuval Dishi, Natalia Silberstein, Ophir Friedler, Assaf Klein	Paper	PDF	Slides	Video
2025	A Bayesian-DLM-CF Framework for Real-Time Display Advertising	Michael Els, David Banks	Paper	PDF	Slides	Video
2025	Profit Aware Ad Ranking with Relevance Constraint	Manavender Malgireddy, Dongyue Xie, Sergey Kolbin, Kurt Zimmer, Masoum Mosmer, Patrick Phelps	Paper	PDF	Slides	Video
2025	Hierarchical Group-wise Ranking Framework for Recommendation Models	Yachen Yan, Liubo Li, Ravi Choudhary	Paper	PDF	Slides	Video
2025	SIDE: Semantic ID Embedding for effective learning from sequences	Dinesh Ramasamy, Shakti Kumar, Chris Cadonic, Jiaxin Yang, Sohini Roychowdhury, Esam Abdel Rhman, Sri Reddy	Paper	PDF	Slides
2025	Click A, Buy B: Rethinking Conversion Attribution in E-Commerce Recommendations	Xiangyu Zeng, Amit Jaspal, Mohit Jaggi, Goutham Panneeru, Kevin Huang, Prathap Maniraju, Bin Liu, Nicolas Bievre, Ankur Jain	Paper	PDF	Slides	Video
2024	A Bag of Tricks for Scaling CPU-based Deep FFMs to more than 300m Predictions per Second	Blaž Škrlj, Benjamin Ben-Shalom, Grega Gašperšič, Adi Schwartz, Ramzi Hoseisi, Naama Ziporin, Davorin Kopič and Andraž Tori	Paper	PDF	Slides	Video
2024	Cost-Control in Display Advertising: Theory vs Practice	Anoop R Katti, Rui C. Gonçalves and Rinchin Iakovlev	Paper	PDF	Slides	Video
2024	SERP Interference Network and its Applications in Search Advertising	Purak Jain and Sandeep Appala	Paper	PDF	Slides	Video
2024	RankTower: A Synergistic Framework for Enhancing Two-Tower Pre-Ranking Model	Yachen Yan and Liubo Li	Paper	PDF	Slides	Video
2024	Trigger Relevancy and Diversity Inefficiency with Dual-Phase Synergistic Attention in Shopee Recommendation Ads System	Sheng Li and Zhiwei Chen	Paper	PDF	Slides	Video

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