Title
DeepCOVIDNet: An Interpretable Deep Learning Model for Predictive Surveillance of COVID-19 Using Heterogeneous Features and their Interactions Ankit Ramchandani Chao Fan Ali Mostafavi 17 76 0 31 Jul 2020
Embedding Ranking-Oriented Recommender System Graphs Taher Hekmatfar Saman Haratizadeh S. Goliaei 17 7 0 31 Jul 2020
FIVES: Feature Interaction Via Edge Search for Large-Scale Tabular Data Yuexiang Xie Zhen Wang Yaliang Li Bolin Ding Nezihe Merve Gürel Ce Zhang Minlie Huang Wei Lin Jingren Zhou 62 28 0 29 Jul 2020
Model Size Reduction Using Frequency Based Double Hashing for Recommender Systems Caojin Zhang Yicun Liu Yuanpu Xie S. Ktena Alykhan Tejani ... Suvadip Paul Ikuhiro Ihara P. Upadhyaya Ferenc Huszár Wenzhe Shi 34 53 0 28 Jul 2020
COMET: Convolutional Dimension Interaction for Collaborative Filtering Zhuoyi Lin Lei Feng Xingzhi Guo Yu Zhang Rui Yin C. Kwoh Chi Xu AI4TS 10 6 0 28 Jul 2020
Recommending Podcasts for Cold-Start Users Based on Music Listening and Taste Zahra Nazari Christophe Charbuillet Johan Pages Martin Laurent Denis Charrier Briana Vecchione Ben Carterette OffRL 27 20 0 27 Jul 2020
Iterative Boosting Deep Neural Networks for Predicting Click-Through Rate Amit Livne Roy Dor Eyal Mazuz Tamar Didi Bracha Shapira Lior Rokach 11 4 0 26 Jul 2020
Self-supervised Learning for Large-scale Item Recommendations Tiansheng Yao Xinyang Yi D. Cheng Felix X. Yu Ting-Li Chen ... Lichan Hong Ed H. Chi S. Tjoa Jieqi Kang Evan Ettinger SSL 17 48 0 25 Jul 2020
Adversarial Mixture Of Experts with Category Hierarchy Soft Constraint Zhuojian Xiao Yunjiang Jiang Guoyu Tang Lin Liu Sulong Xu Yun Xiao Weipeng P. Yan MoE 29 8 0 24 Jul 2020
DeepKriging: Spatially Dependent Deep Neural Networks for Spatial Prediction Wanfang Chen Yuxiao Li Brian J. Reich Ying Sun 10 30 0 23 Jul 2020
Unsupervised Heterogeneous Coupling Learning for Categorical Representation Chengzhang Zhu LongBing Cao Jianping Yin 41 38 0 21 Jul 2020
Integrative Analysis for COVID-19 Patient Outcome Prediction Hanqing Chao Xi Fang Jiajin Zhang F. Homayounieh C. Arru ... Z. Falaschi Alessio Pasché Ge Wang M. Kalra Pingkun Yan 14 3 0 20 Jul 2020
Learn to Propagate Reliably on Noisy Affinity Graphs Lei Yang Qingqiu Huang Huaiyi Huang Linning Xu Dahua Lin GNN 30 13 0 17 Jul 2020
Towards Open-World Recommendation: An Inductive Model-based Collaborative Filtering Approach Qitian Wu Hengrui Zhang Xiao-Zhi Gao Junchi Yan H. Zha CML 18 42 0 09 Jul 2020
PinnerSage: Multi-Modal User Embedding Framework for Recommendations at Pinterest Aditya Pal Chantat Eksombatchai Yitong Zhou Bo Zhao Charles R. Rosenberg J. Leskovec 22 132 0 07 Jul 2020
GateNet: Gating-Enhanced Deep Network for Click-Through Rate Prediction Tongwen Huang Qingyun She Zhiqiang Wang Junlin Zhang 32 29 0 06 Jul 2020
Opportunities and Challenges in Deep Learning Adversarial Robustness: A Survey S. Silva Peyman Najafirad AAML OOD 25 131 0 01 Jul 2020
Towards Automated Neural Interaction Discovery for Click-Through Rate Prediction Qingquan Song Dehua Cheng Hanning Zhou Jiyan Yang Yuandong Tian X. Hu 3DV 21 86 0 29 Jun 2020
Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters Wenhui Yu Zheng Qin GNN 24 93 0 28 Jun 2020
Fast, Accurate, and Simple Models for Tabular Data via Augmented Distillation Rasool Fakoor Jonas W. Mueller Nick Erickson Pratik Chaudhari Alex Smola 26 54 0 25 Jun 2020
Direct Feedback Alignment Scales to Modern Deep Learning Tasks and Architectures Julien Launay Iacopo Poli Franccois Boniface Florent Krzakala 36 62 0 23 Jun 2020
Correct Normalization Matters: Understanding the Effect of Normalization On Deep Neural Network Models For Click-Through Rate Prediction Zhiqiang Wang Qingyun She Pengtao Zhang Junlin Zhang 21 7 0 23 Jun 2020
Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection Michael Tsang Dehua Cheng Hanpeng Liu Xuening Feng Eric Zhou Yan Liu FAtt 21 60 0 19 Jun 2020
Category-Specific CNN for Visual-aware CTR Prediction at JD.com Hu Liu Jing Lu Hao Yang Xiwei Zhao Sulong Xu ... Zehua Zhang Wenjie Niu Xiaokun Zhu Yongjun Bao Weipeng P. Yan 21 32 0 18 Jun 2020
Quick Lists: Enriched Playlist Embeddings for Future Playlist Recommendation Brett Vintch 11 0 0 17 Jun 2020
DCAF: A Dynamic Computation Allocation Framework for Online Serving System Biye Jiang Pengye Zhang Rihan Chen Binding Dai Xinchen Luo Yifan Yang Guan Wang Guorui Zhou Xiaoqiang Zhu Kun Gai 8 15 0 17 Jun 2020
Wide and Deep Graph Neural Networks with Distributed Online Learning Zhan Gao Fernando Gama Alejandro Ribeiro GNN 38 10 0 11 Jun 2020
AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System Pengyu Zhao Kecheng Xiao Yuanxing Zhang Kaigui Bian Wei Yan 21 16 0 10 Jun 2020
Training with Multi-Layer Embeddings for Model Reduction Benjamin Ghaemmaghami Zihao Deng B. Cho Leo Orshansky A. Singh M. Erez Michael Orshansky 3DV 14 10 0 10 Jun 2020
Differentiable Neural Input Search for Recommender Systems Weiyu Cheng Yanyan Shen Linpeng Huang 23 36 0 08 Jun 2020
Feature Interaction based Neural Network for Click-Through Rate Prediction Dafang Zou Leimin Zhang Jiafa Mao Weiguo Sheng 14 3 0 07 Jun 2020
Chromatic Learning for Sparse Datasets Vladimir Feinberg Peter Bailis 21 0 0 06 Jun 2020
Exploration-Exploitation Motivated Variational Auto-Encoder for Recommender Systems Yizi Zhang Meimei Liu 16 0 0 05 Jun 2020
Large-scale Hybrid Approach for Predicting User Satisfaction with Conversational Agents Dookun Park Haonan Yuan Dongmin Kim Yinglei Zhang Matsoukas Spyros ... Yuan Ling Kevin Quinn P. Hung Benjamin Yao Sungjin Lee LLMAG 16 17 0 29 May 2020
How to Grow a (Product) Tree: Personalized Category Suggestions for eCommerce Type-Ahead Jacopo Tagliabue Bingqing Yu Marie Beaulieu 12 15 0 26 May 2020
Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-Start Users Shijun Li Wenqiang Lei Qingyun Wu Xiangnan He Peng Jiang Tat-Seng Chua 26 118 0 23 May 2020
Deep Interest with Hierarchical Attention Network for Click-Through Rate Prediction Weinan Xu Hengxu He Min Tan Yunming Li Jun Lang Dongbai Guo 4 39 0 22 May 2020
Network On Network for Tabular Data Classification in Real-world Applications Yuanfei Luo Hao Zhou Wei-Wei Tu Yuqiang Chen Wenyuan Dai Qiang Yang 10 34 0 20 May 2020
Dynamic Knowledge embedding and tracing Liangbei Xu Mark A. Davenport 34 9 0 18 May 2020
Text Classification with Few Examples using Controlled Generalization A. Mahabal Jason Baldridge Burcu Karagol Ayan Vincent Perot Dan Roth OOD AI4CE 24 11 0 18 May 2020
A Social Search Model for Large Scale Social Networks Yunzhong He Wenyuan Li Liangxing Chen Gabriel Forgues Xunlong Gui Sui Liang Bo Hou GNN 26 2 0 09 May 2020
Privacy-Aware Recommender Systems Challenge on Twitter's Home Timeline Luca Belli S. Ktena Alykhan Tejani A. Lung-Yut-Fong Frank Portman ... Gabriele Sottocornola Walter Anelli N. Andrade Jessie J. Smith Wenzhe Shi AI4TS 18 10 0 28 Apr 2020
Neural Network-Based Collaborative Filtering for Question Sequencing Lior Sidi Hadar Klein AI4Ed 4 2 0 25 Apr 2020
Stochastic batch size for adaptive regularization in deep network optimization Kensuke Nakamura Stefano Soatto Byung-Woo Hong ODL 27 6 0 14 Apr 2020
Large-scale Real-time Personalized Similar Product Recommendations Zhi Liu Yan Huang Jing Gao L. Chen Dong Li 9 1 0 12 Apr 2020
Graph Enhanced Representation Learning for News Recommendation Suyu Ge Chuhan Wu Fangzhao Wu Tao Qi Yongfeng Huang AI4TS 24 123 0 31 Mar 2020
AliCoCo: Alibaba E-commerce Cognitive Concept Net Xusheng Luo Luxin Liu Yanting Yang Le Bo Yuanpeng Cao Jinhang Wu Qiang Li Keping Yang Kenny Q. Zhu 27 66 0 30 Mar 2020
Developing a Recommendation Benchmark for MLPerf Training and Inference Carole-Jean Wu Robin Burke Ed H. Chi Joseph Konstan Julian McAuley Yves Raimond Hao Zhang VLM 16 29 0 16 Mar 2020
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Nick Erickson Jonas W. Mueller Alexander Shirkov Hang Zhang Pedro Larroy Mu Li Alex Smola LMTD 97 607 0 13 Mar 2020
Distributed Hierarchical GPU Parameter Server for Massive Scale Deep Learning Ads Systems Weijie Zhao Deping Xie Ronglai Jia Yulei Qian Rui Ding Mingming Sun P. Li MoE 59 150 0 12 Mar 2020