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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.

2024

2023

2022

2021

2020

2019

2018

2017

Year
Title
Authors
Type
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
2024
AFA: Auto-tuning Filters for Ads
Joobin Gharibshah, Mahmuda Rahman, Abraham Bagherjeiran
Paper
PDF
Slides
Video
2024
Augmented Two-Stage Bandit Framework: Practical Approaches for Improved Online Ad Selection
Seowon Han, Ryan Lakritz and Hanxiao Wu
Paper
PDF
Slides
Video
2024
Leveraging Instrumental Variables in Online Advertising Auctions : Robust Click-Through-Rate Prediction
Ryohei Emori, Shinya Suzumura, Shimizu Nobuyuki and Takahiro Hoshino
Paper
PDF
Slides
Video
2024
Training Differentially Private Ad Prediction Models With Semi-Sensitive Features
Lynn Chua, Qiliang Cui, Badih Ghazi, Charlie Harrison, Pritish Kamath, Walid Krichene, Ravi Kumar, Pasin Manurangsi, Nicolas Mayoraz, Hema Venkata Krishna Giri Narra, Steffen Rendle, Amer Sinha, Avinash Varadarajan and Chiyuan Zhang
Paper
PDF
Slides
Video
2024
Criteo: AdTech in 2024 Challenges and Perspectives
Romain Lerallut
Keynote
Slides
2024
Supercharging Jobs Marketplace: Optimizing Hiring Outcomes, Unified Jobs Marketplace, Big Auctions and Beyond
Liangjie Hong
Keynote
Slides
2024
Multi-Task Combinatorial Bandits for Budget Allocation
Lin Ge, Yang Xu, Jianing Chu, David Cramer, Fuhong Li, Kelly Paulson and Rui Song
Best Paper
PDF
Slides
Video
2023
Advancing Ad Auction Realism: Practical Insights & Modeling Implications
Ming Chen, Sareh Nabi and Marciano Siniscalchi
Paper
PDF
Slides
Video
2023
Staging E-Commerce Products for Online Advertising using Retrieval Assisted Image Generation
Yueh-Ning Ku, Mikhail Kuznetsov, Shaunak Mishra and Paloma de Juan
Paper
PDF
Slides
Video
2023
Scaling Generative Pre-training for User Ad Activity Sequences
Sharad Chitlangia, Krishna Reddy Kesari and Rajat Agarwal
Paper
PDF
Slides
Video
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