Title
AdaEnsemble: Learning Adaptively Sparse Structured Ensemble Network for Click-Through Rate Prediction Yachen Yan Liubo Li 14 3 0 06 Jan 2023
xDeepInt: a hybrid architecture for modeling the vector-wise and bit-wise feature interactions Yachen Yan Liubo Li 24 9 0 03 Jan 2023
DynInt: Dynamic Interaction Modeling for Large-scale Click-Through Rate Prediction Yachen Yan Liubo Li 19 0 0 03 Jan 2023
RECOMED: A Comprehensive Pharmaceutical Recommendation System Mariam Zomorodi Ismail Ghodsollahee Jennifer H. Martin N. Talley V. Salari Pawel Plawiak K. Rahimi U. R. Acharya 9 0 0 31 Dec 2022
Data Leakage via Access Patterns of Sparse Features in Deep Learning-based Recommendation Systems H. Hashemi Wenjie Xiong Liu Ke Kiwan Maeng M. Annavaram G. E. Suh Hsien-Hsin S. Lee 16 6 0 12 Dec 2022
Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction Shiwei Li Huifeng Guo Luyao Hou Wei Zhang Xing Tang Ruiming Tang Rui Zhang Rui Li MQ 95 7 0 12 Dec 2022
Mitigating Adversarial Gray-Box Attacks Against Phishing Detectors Giovanni Apruzzese V. S. Subrahmanian AAML 31 20 0 11 Dec 2022
Adaptive Risk-Aware Bidding with Budget Constraint in Display Advertising Zhimeng Jiang Kaixiong Zhou Mi Zhang Rui Chen Xia Hu Soo-Hyun Choi 14 2 0 06 Dec 2022
Meta-Shop: Improving Item Advertisement For Small Businesses Yang Shi Guannan Liang Young-joo Chung 22 0 0 02 Dec 2022
DisaggRec: Architecting Disaggregated Systems for Large-Scale Personalized Recommendation Liu Ke Xuan Zhang Benjamin C. Lee G. E. Suh Hsien-Hsin S. Lee 41 8 0 02 Dec 2022
CL4CTR: A Contrastive Learning Framework for CTR Prediction Fang Wang Yingxu Wang Dongsheng Li Hansu Gu T. Lu Peng-Zhen Zhang Ning Gu SSL 18 42 0 01 Dec 2022
PIDS: Joint Point Interaction-Dimension Search for 3D Point Cloud Tunhou Zhang Mingyuan Ma Feng Yan H. Li Yiran Chen 3DPC 25 2 0 28 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 20 6 0 22 Nov 2022
Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation Zhen Tian Ting Bai Ziyan Zhang Zhiyuan Xu Kangyi Lin Ji-Rong Wen Wayne Xin Zhao 21 18 0 21 Nov 2022
Deep Intention-Aware Network for Click-Through Rate Prediction Yaxian Xia Yinhao Cao Sihao Hu Tong Liu Lingling Lu 20 4 0 16 Nov 2022
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery Changlong Yu Weiqi Wang Xin Liu Jiaxin Bai Yangqiu Song Zheng Li Yifan Gao Tianyu Cao Bing Yin 47 22 0 15 Nov 2022
A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction Quanyu Dai Haoxuan Li Peng Wu Zhenhua Dong Xiao-Hua Zhou Rui Zhang Rui zhang Jie Sun 27 50 0 12 Nov 2022
Situating Recommender Systems in Practice: Towards Inductive Learning and Incremental Updates Tobias Schnabel Mengting Wan Longqi Yang HAI 27 8 0 11 Nov 2022
Care for the Mind Amid Chronic Diseases: An Interpretable AI Approach Using IoT Jiaheng Xie Xiaohang Zhao Xiang Liu Xiao Fang OOD 36 2 0 08 Nov 2022
RESUS: Warm-Up Cold Users via Meta-Learning Residual User Preferences in CTR Prediction Yanyan Shen Lifan Zhao Weiyu Cheng Zibin Zhang Wenwen Zhou Kangyi Lin 14 5 0 28 Oct 2022
Risk-Aware Bid Optimization for Online Display Advertisement Rui Fan Erick Delage 11 3 0 28 Oct 2022
AutoAttention: Automatic Field Pair Selection for Attention in User Behavior Modeling Zuowu Zheng Xiaofeng Gao Junwei Pan Qicong Luo Guihai Chen Dapeng Liu Jie Jiang 15 5 0 27 Oct 2022
MemoNet: Memorizing All Cross Features' Representations Efficiently via Multi-Hash Codebook Network for CTR Prediction P. Zhang Junlin Zhang 18 3 0 25 Oct 2022
On-Device Model Fine-Tuning with Label Correction in Recommender Systems Yucheng Ding Chaoyue Niu Fan Wu Shaojie Tang Chengfei Lyu Guihai Chen 16 2 0 21 Oct 2022
Deep Multi-Representation Model for Click-Through Rate Prediction Shereen Elsayed Lars Schmidt-Thieme 3DV 9 2 0 18 Oct 2022
Merlin HugeCTR: GPU-accelerated Recommender System Training and Inference Zehuan Wang Yingcan Wei Minseok Lee Matthias Langer F. Yu ... Daniel G. Abel Xu Guo Jianbing Dong Ji Shi Kunlun Li GNN LRM 19 32 0 17 Oct 2022
RecipeMind: Guiding Ingredient Choices from Food Pairing to Recipe Completion using Cascaded Set Transformer Mogan Gim Donghee Choi Kana Maruyama Jihun Choi Hajung Kim Donghyeon Park Jaewoo Kang 38 5 0 14 Oct 2022
KAIROS: Building Cost-Efficient Machine Learning Inference Systems with Heterogeneous Cloud Resources Baolin Li S. Samsi V. Gadepally Devesh Tiwari 19 11 0 12 Oct 2022
Understanding or Manipulation: Rethinking Online Performance Gains of Modern Recommender Systems Zhengbang Zhu Rongjun Qin Junjie Huang Xinyi Dai Yang Yu Yong Yu Weinan Zhang 39 2 0 11 Oct 2022
SML:Enhance the Network Smoothness with Skip Meta Logit for CTR Prediction Wenlong Deng Lang Lang Z. Liu B. Liu 21 0 0 09 Oct 2022
DreamShard: Generalizable Embedding Table Placement for Recommender Systems Daochen Zha Louis Feng Qiaoyu Tan Zirui Liu Kwei-Herng Lai Bhargav Bhushanam Yuandong Tian A. Kejariwal Xia Hu LMTD OffRL 15 28 0 05 Oct 2022
IGNiteR: News Recommendation in Microblogging Applications (Extended Version) Yuting Feng Bogdan Cautis GNN AI4TS 20 3 0 04 Oct 2022
Higher-order Neural Additive Models: An Interpretable Machine Learning Model with Feature Interactions Minkyu Kim Hyunjin Choi Jinho Kim FAtt 30 8 0 30 Sep 2022
FeatureBox: Feature Engineering on GPUs for Massive-Scale Ads Systems Weijie Zhao Xuewu Jiao Xinsheng Luo Jingxue Li Belhal Karimi Ping Li 35 2 0 26 Sep 2022
Efficient Long Sequential User Data Modeling for Click-Through Rate Prediction Qiwei Chen Yue Xu Changhua Pei Shanshan Lv Tao Zhuang Junfeng Ge 3DV 11 3 0 25 Sep 2022
Boost CTR Prediction for New Advertisements via Modeling Visual Content Tan Yu Zhipeng Jin Jie Liu Yi Yang Hongliang Fei Ping Li 36 8 0 23 Sep 2022
Feature embedding in click-through rate prediction S. Pahor Davorin Kopic J. Demšar LRM 13 0 0 20 Sep 2022
An Embedding-Based Grocery Search Model at Instacart Yuqing Xie Taesik Na X. Xiao Saurav Manchanda Young Rao Zhihong Xu Guanghua Shu Esther Vasiete Tejaswi Tenneti Haixun Wang DML RALM 21 6 0 12 Sep 2022
Factual and Informative Review Generation for Explainable Recommendation Zhouhang Xie Sameer Singh Julian McAuley Bodhisattwa Prasad Majumder 39 26 0 12 Sep 2022
FiBiNet++: Reducing Model Size by Low Rank Feature Interaction Layer for CTR Prediction P. Zhang Zheng Zheng Junlin Zhang 34 10 0 12 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 33 26 0 04 Sep 2022
An Incremental Learning framework for Large-scale CTR Prediction Petros Katsileros Nikiforos Mandilaras Dimitrios Mallis Vassilis Pitsikalis Stavros Theodorakis Gil Chamiel Deeplab - Greece CLL 6 9 0 01 Sep 2022
Convergence Rates of Training Deep Neural Networks via Alternating Minimization Methods Jintao Xu Chenglong Bao W. Xing 8 3 0 30 Aug 2022
DPAUC: Differentially Private AUC Computation in Federated Learning Jiankai Sun Xin Yang Yuanshun Yao Junyuan Xie Di Wu Chong-Jun Wang FedML 30 11 0 25 Aug 2022
Learn Basic Skills and Reuse: Modularized Adaptive Neural Architecture Search (MANAS) H. Chen Yunqi Li He Zhu Yongfeng Zhang 31 5 0 23 Aug 2022
Finding Emotions in Faces: A Meta-Classifier Siddartha Dalal Sierra Vo Michael Lesk W. Yuan CVBM 24 0 0 20 Aug 2022
Personalizing Intervened Network for Long-tailed Sequential User Behavior Modeling Zheqi Lv Feng Wang Shengyu Zhang Kun Kuang Hongxia Yang Fei Wu 29 8 0 19 Aug 2022
Brain Topography Adaptive Network for Satisfaction Modeling in Interactive Information Access System Ziyi Ye Xiaohui Xie Yiqun Liu Zhihong Wang Xuesong Chen M. Zhang Shaoping Ma 19 8 0 17 Aug 2022
AutoShard: Automated Embedding Table Sharding for Recommender Systems Daochen Zha Louis Feng Bhargav Bhushanam Dhruv Choudhary Jade Nie Yuandong Tian Jay Chae Yi-An Ma A. Kejariwal Xia Hu 24 30 0 12 Aug 2022
Joint Optimization of Ranking and Calibration with Contextualized Hybrid Model Xiang-Rong Sheng Jingyue Gao Yueyao Cheng Siran Yang Shuguang Han Hongbo Deng Yuning Jiang Jian Xu Bo Zheng 6 26 0 12 Aug 2022