Title
Perceive Your Users in Depth: Learning Universal User Representations from Multiple E-commerce Tasks Yabo Ni Dan Ou Shichen Liu Xiang Li Wenwu Ou Anxiang Zeng Luo Si 30 139 0 28 May 2018
Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System Hong Wen Jing Zhang Quan Lin Keping Yang Pipei Huang 14 35 0 24 May 2018
RPC Considered Harmful: Fast Distributed Deep Learning on RDMA Jilong Xue Youshan Miao Cheng Chen Ming Wu Lintao Zhang Lidong Zhou GNN 16 4 0 22 May 2018
DNN or k-NN: That is the Generalize vs. Memorize Question Gilad Cohen Guillermo Sapiro Raja Giryes 19 38 0 17 May 2018
Policy Optimization with Second-Order Advantage Information Jiajin Li Baoxiang Wang 22 6 0 09 May 2018
Deep Factorization Machines for Knowledge Tracing Jill-Jênn Vie 22 13 0 01 May 2018
Explainable Recommendation: A Survey and New Perspectives Yongfeng Zhang Xu Chen XAI LRM 52 865 0 30 Apr 2018
DeepTriangle: A Deep Learning Approach to Loss Reserving Kevin Kuo 22 49 0 24 Apr 2018
Improving Native Ads CTR Prediction by Large Scale Event Embedding and Recurrent Networks Mehul Parsana Krishna Poola Yajun Wang Zhiguang Wang 22 8 0 24 Apr 2018
Expert Finding in Community Question Answering: A Review Sha Yuan Yu Zhang Jie Tang J. Cabota 19 96 0 21 Apr 2018
Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate Xiao Ma Liqin Zhao Guan Huang Zhi Wang Zelin Hu Xiaoqiang Zhu Kun Gai 12 404 0 21 Apr 2018
CoNet: Collaborative Cross Networks for Cross-Domain Recommendation Guangneng Hu Yu Zhang Qiang Yang 25 399 0 18 Apr 2018
Interact and Decide: Medley of Sub-Attention Networks for Effective Group Recommendation Lucas Vinh Tran T. Pham Yi Tay Yiding Liu Gao Cong Xiaoli Li 24 93 0 12 Apr 2018
DeepFM: An End-to-End Wide & Deep Learning Framework for CTR Prediction Huifeng Guo Ruiming Tang Yunming Ye Zhenguo Li Xiuqiang He Zhenhua Dong 115 64 0 12 Apr 2018
Automatic Generation of Chinese Short Product Titles for Mobile Display Yu Gong Xusheng Luo Kenny Q. Zhu Wenwu Ou Shichen Liu Lu Duan 15 32 0 30 Mar 2018
Deep Attention Model for Triage of Emergency Department Patients Djordje Gligorijevic Jelena Stojanovic W. Satz Ivan Stojkovic Kraftin E Schreyer D. Portal Z. Obradovic 14 25 0 28 Mar 2018
Broad Learning for Healthcare Bokai Cao 25 0 0 23 Mar 2018
xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems Jianxun Lian Xiaohuan Zhou Fuzheng Zhang Zhongxia Chen Xing Xie Guangzhong Sun BDL 19 1,025 0 14 Mar 2018
RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems Hongwei Wang Fuzheng Zhang Jialin Wang Miao Zhao Wenjie Li Xing Xie M. Guo 39 1,035 0 09 Mar 2018
Transfer Learning with Neural AutoML Catherine Wong N. Houlsby Yifeng Lu Andrea Gesmundo 19 114 0 07 Mar 2018
Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba Jizhe Wang Pipei Huang Huan Zhao Zhibo Zhang Binqiang Zhao Lee 11 491 0 06 Mar 2018
Collaborative Metric Learning Recommendation System: Application to Theatrical Movie Releases Miguel Campo J. J. Espinoza J. Rieger Abhinav Taliyan 14 11 0 01 Mar 2018
C-3PO: Click-sequence-aware DeeP Neural Network (DNN)-based Pop-uPs RecOmmendation TonTon Hsien-De Huang Hung-Yu kao 8 5 0 28 Feb 2018
Predicting Natural Hazards with Neuronal Networks M. Rauter D. Winkler AI4CE 13 10 0 21 Feb 2018
Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions Nicolas Vasilache O. Zinenko Theodoros Theodoridis Priya Goyal Zach DeVito William S. Moses Sven Verdoolaege Andrew Adams Albert Cohen 40 432 0 13 Feb 2018
$$\mathcal{G}$-SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space$ $\mathcal{G}$ -SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space Qi Meng Shuxin Zheng Huishuai Zhang Wei Chen Zhi-Ming Ma Tie-Yan Liu 35 38 0 11 Feb 2018
Sometimes You Want to Go Where Everybody Knows your Name Reuben Brasher Nat Roth Justin Wagle 25 0 0 30 Jan 2018
DKN: Deep Knowledge-Aware Network for News Recommendation Hongwei Wang Fuzheng Zhang Xing Xie M. Guo 34 1,033 0 25 Jan 2018
Learning Tree-based Deep Model for Recommender Systems Ziru Xu Xiang Li Pengye Zhang Guozheng Li Jie He Han Li Kun Gai 22 286 0 08 Jan 2018
Neural Collaborative Autoencoder Qibing Li Xiaolin Zheng Xinyue Wu CML BDL 24 8 0 25 Dec 2017
Columnar Database Techniques for Creating AI Features B. Carlile Akiko Marti G. Delamarter 17 0 0 07 Dec 2017
Predicting the Popularity of Online Videos via Deep Neural Networks Yue Mao Yi Shen Gang Qin Longjun Cai 30 6 0 29 Nov 2017
Pixie: A System for Recommending 3+ Billion Items to 200+ Million Users in Real-Time Chantat Eksombatchai Pranav Jindal Jerry Zitao Liu Yuchen Liu Rahul Sharma Charles Sugnet Mark Ulrich J. Leskovec VLM 32 200 0 21 Nov 2017
ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation Chang Zhou Jinze Bai Junshuai Song Xiaofei Liu Zhengchao Zhao Xiusi Chen Jun Gao HAI 30 305 0 17 Nov 2017
Image Matters: Visually modeling user behaviors using Advanced Model Server T. Ge Liqin Zhao Guorui Zhou Keyu Chen Shuying Liu ... Sui Huang Qing Cui Xiaoqiang Zhu Yu Zhang Kun Gai 32 41 0 17 Nov 2017
Deep density networks and uncertainty in recommender systems Yoel Zeldes Stavros Theodorakis Efrat Solodnik Aviv Rotman Gil Chamiel Dan Friedman 26 11 0 07 Nov 2017
Transaction Fraud Detection Using GRU-centered Sandwich-structured Model Xurui Li Wei Yu Tianyu Luwang Jianbin Zheng Xuetao Qiu Jintao Zhao Lei Xia Yujiao Li 30 24 0 04 Nov 2017
Densely Connected Convolutional Networks and Signal Quality Analysis to Detect Atrial Fibrillation Using Short Single-Lead ECG Recordings J. Rubin S. Parvaneh Asif Rahman Bryan R. Conroy S. Babaeizadeh 29 55 0 10 Oct 2017
Personalized Recommender System for Children's Book Recommendation with A Realtime Interactive Robot Yun Liu Tianmeng Gao Baolin Song Chengwei Huang 20 7 0 01 Oct 2017
Telepath: Understanding Users from a Human Vision Perspective in Large-Scale Recommender Systems Yu Wang Jixing Xu Aohan Wu Mantian Li Yang He Jinghe Hu Weipeng P. Yan 13 11 0 01 Sep 2017
LADDER: A Human-Level Bidding Agent for Large-Scale Real-Time Online Auctions Yu Wang Jiayi Liu Yuxiang Liu Jun Hao Yang He Jinghe Hu Weipeng P. Yan Mantian Li 35 19 0 18 Aug 2017
Deep & Cross Network for Ad Click Predictions Ruoxi Wang Bin Fu Gang Fu Mingliang Wang 17 1,199 0 17 Aug 2017
Neural Factorization Machines for Sparse Predictive Analytics Xiangnan He Tat-Seng Chua 20 1,285 0 16 Aug 2017
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks Jun Xiao Hao Ye Xiangnan He Hanwang Zhang Fei Wu Tat-Seng Chua 22 906 0 15 Aug 2017
Rocket Launching: A Universal and Efficient Framework for Training Well-performing Light Net Guorui Zhou Ying Fan Runpeng Cui Weijie Bian Xiaoqiang Zhu Kun Gai 21 115 0 14 Aug 2017
TensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks Heng-Tze Cheng Zakaria Haque Lichan Hong M. Ispir Clemens Mewald ... Yuan Tang Philipp Tucker Martin Wicke Cassandra Xia Jianwei Xie 21 32 0 08 Aug 2017
PBODL : Parallel Bayesian Online Deep Learning for Click-Through Rate Prediction in Tencent Advertising System Xun Liu Wei Xue Lei Xiao Bo Zhang 27 14 0 04 Jul 2017
Improving Session Recommendation with Recurrent Neural Networks by Exploiting Dwell Time Alexander Dallmann Alexander Grimm Christian Pölitz Daniel Zoller Andreas Hotho 11 15 0 30 Jun 2017
Deep Interest Network for Click-Through Rate Prediction Guorui Zhou Cheng-Ning Song Xiaoqiang Zhu Xi-Wang Dai Ziru Xu Xiao Ma Yanghui Yan Junqi Jin Han Li Kun Gai 22 1,794 0 21 Jun 2017
Getting deep recommenders fit: Bloom embeddings for sparse binary input/output networks Joan Serrà Alexandros Karatzoglou 28 52 0 13 Jun 2017