KDD 2019: all accepted papers
- Predicting Economic Development using Geolocated Wikipedia Articles ↗Evan Sheehan, Chenlin Meng, Matthew Tan et al.75 citations
- Bid Optimization by Multivariable Control in Display Advertising ↗Xun Yang, Yasong Li, Hao Wang et al.73 citations
- Unifying Inter-region Autocorrelation and Intra-region Structures for Spatial Embedding via Collective Adversarial Learning ↗Yunchao Zhang, Yanjie Fu, Pengyang Wang et al.73 citations
- Investment Behaviors Can Tell What Inside ↗Chi Chen, Li Zhao, Jiang Bian et al.72 citations
- Ambulatory Atrial Fibrillation Monitoring Using Wearable Photoplethysmography with Deep Learning ↗Yichen Shen, Maxime Voisin, Alireza Aliamiri et al.69 citations
- Fake News Research ↗Reza Zafarani, Xinyi Zhou, Kai Shu et al.68 citations
- Hydra ↗Hao Liu, Yongxin Tong, Panpan Zhang et al.66 citations
- Effective and Efficient Reuse of Past Travel Behavior for Route Recommendation ↗Lisi Chen, Shuo Shang, Christian S. Jensen et al.65 citations
- A Hierarchical Career-Path-Aware Neural Network for Job Mobility Prediction ↗Qingxin Meng, Hengshu Zhu, Keli Xiao et al.64 citations
- Automating Feature Subspace Exploration via Multi-Agent Reinforcement Learning ↗Kunpeng Liu, Yanjie Fu, Pengfei Wang et al.64 citations
- Dual Sequential Prediction Models Linking Sequential Recommendation and Information Dissemination ↗Qitian Wu, Yirui Gao, Xiaofeng Gao et al.63 citations
- Gradient-based Hierarchical Clustering using Continuous Representations of Trees in Hyperbolic Space ↗Nicholas Monath, Manzil Zaheer, Daniel Silva et al.62 citations
- Interview Choice Reveals Your Preference on the Market ↗Rui Yan, Ran Le, Yang Song et al.62 citations
- NodeSketch ↗Dingqi Yang, Paolo Rosso, Bin Li et al.62 citations
- EpiDeep ↗Bijaya Adhikari, Xinfeng Xu, Naren Ramakrishnan et al.61 citations
- Scalable Graph Embeddings via Sparse Transpose Proximities ↗Yuan Yin, Zhewei Wei61 citations
- Adversarial Substructured Representation Learning for Mobile User Profiling ↗Pengyang Wang, Yanjie Fu, Hui Yun Xiong et al.60 citations
- Towards Knowledge-Based Personalized Product Description Generation in E-commerce ↗Qibin Chen, Junyang Lin, Yichang Zhang et al.60 citations
- Link Prediction with Signed Latent Factors in Signed Social Networks ↗Pinghua Xu, Wenbin Hu, Jia Xin Wu et al.59 citations
- Multi-task Recurrent Neural Networks and Higher-order Markov Random Fields for Stock Price Movement Prediction ↗Chang Li, Dongjin Song, Dacheng Tao59 citations
- Combining Decision Trees and Neural Networks for Learning-to-Rank in Personal Search ↗Pan Li, Zhen Qin, Xuanhui Wang et al.58 citations
- Graph-based Semi-Supervised & Active Learning for Edge Flows ↗Junteng Jia, Michael T. Schaub, Santiago Segarra et al.58 citations
- Precipitation Nowcasting with Satellite Imagery ↗Vadim Lebedev, Vladimir Ivashkin, Irina Rudenko et al.57 citations
- Individualized Indicator for All ↗Zhige Li, Derek Yang, Li Zhao et al.56 citations
- Multiple Relational Attention Network for Multi-task Learning ↗Jiejie Zhao, Bowen Du, Leilei Sun et al.56 citations
- A Generalized Framework for Population Based Training ↗Ang Li, Ola Spyra, Sagi Perel et al.55 citations
- Adaptive Unsupervised Feature Selection on Attributed Networks ↗Jundong Li, Ruocheng Guo, Chenghao Liu et al.55 citations
- Community Detection on Large Complex Attribute Network ↗Zhe Chen, Aixin Sun, Xiaokui Xiao55 citations
- Exact-K Recommendation via Maximal Clique Optimization ↗Yu Gong, Yu Zhu, Lu Duan et al.55 citations
- Graph Representation Learning via Hard and Channel-Wise Attention Networks ↗Hongyang Gao, Shuiwang Ji54 citations
- Characterizing and Forecasting User Engagement with In-App Action Graph ↗Yozen Liu, Xiaolin Shi, Lucas Pierce et al.53 citations
- LightNet ↗Yangli‐ao Geng, Qingyong Li, Tianyang Lin et al.53 citations
- Machine Learning at Microsoft with ML.NET ↗Zeeshan Ahmed, Saeed Amizadeh, Mikhail Bilenko et al.53 citations
- Using Twitter to Predict When Vulnerabilities will be Exploited ↗Haipeng Chen, Rui Zhou Zhenzhen Liu, Noseong Park et al.52 citations
- A Minimax Game for Instance based Selective Transfer Learning ↗Bo Wang, Minghui Qiu, Xisen Wang et al.51 citations
- DeepRoof ↗Stephen Lee, Srinivasan Iyengar, Menghong Feng et al.51 citations
- Dynamic Pricing for Airline Ancillaries with Customer Context ↗Naman Shukla, Arinbjörn Kolbeinsson, Ken Otwell et al.51 citations
- Efficient and Effective Express via Contextual Cooperative Reinforcement Learning ↗Yexin Li, Yu Zheng, Qiang Yang51 citations
- Topic-Enhanced Memory Networks for Personalised Point-of-Interest Recommendation ↗Xiao Zhou, Cecilia Mascolo C, Zhongxiang Zhao51 citations
- DuerQuiz ↗Chuan Qin, Hengshu Zhu, Chen Zhu et al.50 citations
- A Visual Dialog Augmented Interactive Recommender System ↗Tong Yu, Yilin Shen, Hongxia Jin48 citations
- Conditional Random Field Enhanced Graph Convolutional Neural Networks ↗Hongchang Gao, Jian Pei, Heng Huang48 citations
- Deep Spatio-Temporal Neural Networks for Click-Through Rate Prediction ↗Robin Wentao Ouyang, Xiuwu Zhang, Li Li et al.48 citations
- Paper Matching with Local Fairness Constraints ↗Ari Kobren, Barna Saha, Andrew McCallum48 citations
- Effective and Efficient Sports Play Retrieval with Deep Representation Learning ↗Zheng Wang, Cheng Long, Gao Cong et al.47 citations
- IRNet ↗Dipendra Jha, Logan T. Ward, Zijiang Yang et al.47 citations
- Regularized Regression for Hierarchical Forecasting Without Unbiasedness Conditions ↗Souhaib Ben Taieb, Bonsoo Koo47 citations
- ADMM for Efficient Deep Learning with Global Convergence ↗Junxiang Wang, Fuxun Yu, Xiang Chen et al.46 citations
- Environment Reconstruction with Hidden Confounders for Reinforcement Learning based Recommendation ↗Wenjie Shang, Yang Yu, Qingyang Li et al.46 citations
- Incorporating Interpretability into Latent Factor Models via Fast Influence Analysis ↗Weiyu Cheng, Yanyan Shen, Linpeng Huang et al.46 citations
- Real-time Attention Based Look-alike Model for Recommender System ↗Yudan Liu, Kaikai Ge, Xu Zhang et al.46 citations
- Temporal Probabilistic Profiles for Sepsis Prediction in the ICU ↗Eitam Sheetrit, Nir Nissim, Denis Klimov et al.46 citations
- A Unified Framework for Marketing Budget Allocation ↗Kui Zhao, Junhao Hua, Ling Yan et al.45 citations
- Understanding Consumer Journey using Attention based Recurrent Neural Networks ↗Yichao Zhou, Shaunak Mishra, Jelena Gligorijević et al.42 citations
- Beyond Personalization ↗Wenyi Xiao, Huan Zhao, Tianqing Fang et al.41 citations
- Generating Better Search Engine Text Advertisements with Deep Reinforcement Learning ↗John Weston Hughes, Keng-hao Chang, Ruofei Zhang41 citations
- DeepHoops ↗Anthony Sicilia, Konstantinos Pelechrinis, Kirk P. Goldsberry40 citations
- A Memory-Efficient Sketch Method for Estimating High Similarities in Streaming Sets ↗Pinghui Wang, Yiyan Qi, Yuanming Zhang et al.39 citations
- Deep Mixture Point Processes ↗Maya Okawa, Tomoharu Iwata, Takeshi Kurashima et al.39 citations
- Investigating Cognitive Effects in Session-level Search User Satisfaction ↗Mengyang Liu, Jiaxin Mao, Yiqun Liu et al.39 citations
- The Role of "Condition" ↗Tianwen Jiang, Tong Zhao, Bing Qin et al.39 citations
- Investigate Transitions into Drug Addiction through Text Mining of Reddit Data ↗John L. Lu, Sumati Sridhar, Ritika Pandey et al.38 citations
- PrivPy ↗Yi Li, Wei Hong Xu38 citations
- AccuAir ↗Zhipeng Luo, Jianqiang Huang, Ke Hu et al.37 citations
- Adversarial Variational Embedding for Robust Semi-supervised Learning ↗Xiang Zhang, Lina Yao, Feng Yuan37 citations
- Optimizing Impression Counts for Outdoor Advertising ↗Yipeng Zhang, Yuchen Li, Zhifeng Bao et al.37 citations
- QuesNet ↗Yu Yin, Qi Liu, Zhenya Huang et al.37 citations
- Adaptive-Halting Policy Network for Early Classification ↗Thomas Hartvigsen, Cansu Şen, Xiangnan Kong et al.36 citations
- Axiomatic Interpretability for Multiclass Additive Models ↗Xuezhou Zhang, Sarah Tan, Paul Koch et al.36 citations
- Deep Landscape Forecasting for Real-time Bidding Advertising ↗Kan Ren, Jiarui Qin, Lei Zheng et al.36 citations
- Learning a Unified Embedding for Visual Search at Pinterest ↗Andrew Zhai, Haoyu Wu, Eric Tzeng et al.36 citations
- A Representation Learning Framework for Property Graphs ↗Yifan Hou, Hongzhi Chen, Changji Li et al.35 citations
- Hidden POI Ranking with Spatial Crowdsourcing ↗Yue Li Cui, Liwei Deng, Yan Li Zhao et al.35 citations
- How to Invest my Time ↗Shanshan Zhang, Lihong He, Eduard Constantin Dragut et al.35 citations
- Learning from Incomplete and Inaccurate Supervision ↗Zhenyu Zhang, Peng Zhao, Yuan Ying Jiang et al.35 citations
- Predicting Different Types of Conversions with Multi-Task Learning in Online Advertising ↗Junwei Pan, Yizhi Mao, Alfonso Lobos Ruiz et al.35 citations
- Time Critic Policy Gradient Methods for Traffic Signal Control in Complex and Congested Scenarios ↗Stefano Rizzo, Giovanna Vantini, Sanjay Chawla35 citations
- Active Deep Learning for Activity Recognition with Context Aware Annotator Selection ↗H M Sajjad Hossain, Nirmalya Roy34 citations
- Mining Temporal Networks ↗Polina Rozenshtein, Aristides Gionis34 citations
- Short and Long-term Pattern Discovery Over Large-Scale Geo-Spatiotemporal Data ↗Sobhan Moosavi, Mohammad Hossein Samavatian, Arnab Nandi et al.34 citations
- A Collaborative Learning Framework to Tag Refinement for Points of Interest ↗Jingbo Zhou, Shan Gou, Renjun Hu et al.33 citations
- AutoNE ↗Ke Tu, Jianxin Ma, Peng Cui et al.33 citations
- Fighting Opinion Control in Social Networks via Link Recommendation ↗Victor Amelkin, Ambuj K. Singh33 citations
- Social Recommendation with Optimal Limited Attention ↗Xin Wang, Wenwu Zhu, Chenghao Liu33 citations
- Anomaly Detection for an E-commerce Pricing System ↗Jagdish Ramakrishnan, Elham Shaabani, Chao Li et al.32 citations
- Hypothesis Generation From Text Based On Co-Evolution Of Biomedical Concepts ↗Kishlay Jha, Guangxu Xun, Yaqing Wang et al.32 citations
- Is a Single Vector Enough? ↗Ninghao Liu, Qiaoyu Tan, Yuening Li et al.32 citations
- Three-Dimensional Stable Matching Problem for Spatial Crowdsourcing Platforms ↗Boyang Li, Yurong Cheng, Ye Yuan et al.32 citations
- Robust Task Grouping with Representative Tasks for Clustered Multi-Task Learning ↗Yaqiang Yao, Jie Cao, Huanhuan Chen31 citations
- MVAN: Multi-view Attention Networks for Real Money Trading Detection in Online Games ↗Jianrong Tao, Jianshi Lin, Shize Zhang et al.30 citations
- Adversarial Matching of Dark Net Market Vendor Accounts ↗Xiao Hui Tai, Kyle Soska, Nicolas Christin29 citations
- SPuManTE ↗Leonardo Pellegrina, Matteo Riondato, Fabio Vandin29 citations
- Sequence Multi-task Learning to Forecast Mental Wellbeing from Sparse Self-reported Data ↗Dimitris Spathis, Sandra Servia-Rodríguez, Katayoun Farrahi et al.29 citations
- The Impact of Person-Organization Fit on Talent Management ↗Ying Qiu Sun, Fuzhen Zhuang, Hengshu Zhu et al.29 citations
- λOpt ↗Yihong Chen, Bei Chen, Xiangnan He et al.29 citations
- Real-World Product Deployment of Adaptive Push Notification Scheduling on Smartphones ↗T. Okoshi, Kota Tsubouchi, Hideyuki Tokuda28 citations
- Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection ↗Kevin Fauvel, Véronique Masson, Élisa Fromont et al.28 citations
- Diagnosing Sample Ratio Mismatch in Online Controlled Experiments ↗Aleksander Fabijan, Jayant Gupchup, Somit Gupta et al.27 citations
- Forecasting Big Time Series ↗Christos Faloutsos, Valentín Flunkert, Jan Gasthaus et al.27 citations
- Learning to Prescribe Interventions for Tuberculosis Patients Using Digital Adherence Data ↗Jackson A. Killian, Bryan Wilder, Amit Sharma et al.27 citations
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