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KDD 2019: all accepted papers

374 papers · page 3 of 4 · the most cited first · ← KDD 2019

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  1. Relation Extraction via Domain-aware Transfer Learning ↗Shimin Di, Yanyan Shen, Lei Chen27 citations
  2. A User-Centered Concept Mining System for Query and Document Understanding at Tencent ↗Bang Liu, Weidong Guo, Di Niu et al.26 citations
  3. Deep Natural Language Processing for Search and Recommender Systems ↗Weiwei Guo, Huiji Gao, Jun Shi et al.26 citations
  4. Disambiguation Enabled Linear Discriminant Analysis for Partial Label Dimensionality Reduction ↗Jinghan Wu, Min-Ling Zhang26 citations
  5. AtSNE ↗Cong Fu, Yonghui Zhang, Deng Cai et al.25 citations
  6. Improving the Quality of Explanations with Local Embedding Perturbations ↗Yunzhe Jia, James Bailey, Kotagiri Ramamohanarao et al.25 citations
  7. Tensorized Determinantal Point Processes for Recommendation ↗Romain Warlop, Jérémie Mary, Mike Gartrell25 citations
  8. Adversarially Robust Submodular Maximization under Knapsack Constraints ↗Dmitrii Avdiukhin, Slobodan Mitrović, Grigory Yaroslavtsev et al.24 citations
  9. Blending Noisy Social Media Signals with Traditional Movement Variables to Predict Forced Migration ↗Lisa Singh, Laila Wahedi, Yanchen Wang et al.24 citations
  10. Factorization Bandits for Online Influence Maximization ↗Qingyun Wu, Zhige Li, Huazheng Wang et al.24 citations
  11. Hierarchical Multi-Task Word Embedding Learning for Synonym Prediction ↗Hongliang Fei, Shulong Tan, Ping Li24 citations
  12. Isolation Set-Kernel and Its Application to Multi-Instance Learning ↗Bi-Cun Xu, Kai Ming Ting, Zhi‐Hua Zhou24 citations
  13. Scalable Global Alignment Graph Kernel Using Random Features ↗Lingfei Wu, Ian En-Hsu Yen, Zhen Zhang et al.24 citations
  14. Unsupervised Clinical Language Translation ↗Wei‐Hung Weng, Yu-An Chung, Peter Szolovits B23 citations
  15. AiAds ↗Xiao Yang, Daren Sun, Ruiwei Zhu et al.22 citations
  16. Finding Users Who Act Alike ↗Stephanie deWet, Jiafan Ou22 citations
  17. Hypothesis Testing and Statistically-sound Pattern Mining ↗Leonardo Pellegrina, Matteo Riondato, Fabio Vandin22 citations
  18. Social Skill Validation at LinkedIn ↗Yan Xiao, Jaewon Yang, Mikhail Obukhov et al.21 citations
  19. Dynamic Modeling and Forecasting of Time-evolving Data Streams ↗Yasuko Matsubara, Yasushi Sakurai20 citations
  20. Hard to Park? ↗Neha Arora, James E. Cook, Ravi Kumar et al.20 citations
  21. Latent Network Summarization ↗Di Jin, Ryan A. Rossi, Eunyee Koh et al.20 citations
  22. MediaRank ↗Junting Ye, Steven Skiena20 citations
  23. Quantifying Long Range Dependence in Language and User Behavior to improve RNNs ↗Francois Belletti, Minmin Chen, Ed H.20 citations
  24. Retaining Privileged Information for Multi-Task Learning ↗Fengyi Tang, Cao Xiao, Fei Wang et al.20 citations
  25. Riker ↗Jie Wen Zhao, Ziyu Guan, Huan Sun20 citations
  26. Shrinkage Estimators in Online Experiments ↗Drew Dimmery, Eytan Bakshy, Jasjeet Sekhon20 citations
  27. Enabling Onboard Detection of Events of Scientific Interest for the Europa Clipper Spacecraft ↗Kiri L. Wagstaff, Gary B. Doran, Ashley Gerard Davies et al.19 citations
  28. The Secret Lives of Names? ↗Junting Ye, Steven Skiena19 citations
  29. Deep Reinforcement Learning with Applications in Transportation ↗Zhiwei Tony Qin, Jian Tang, Jieping Ye18 citations
  30. MSURU: Large Scale E-commerce Image Classification with Weakly Supervised Search Data ↗Yina Tang, Fedor Borisyuk, Siddarth Malreddy et al.18 citations
  31. Mining Algorithm Roadmap in Scientific Publications ↗Hanwen Zha, Wenhu Chen, Keqian Li et al.18 citations
  32. Sample Adaptive Multiple Kernel Learning for Failure Prediction of Railway Points ↗Zhibin Li, Jian Zhang, Qiang Wu et al.18 citations
  33. Scaling Multi-Armed Bandit Algorithms ↗Edouard Fouché, Junpei Komiyama, Klemens Böhm18 citations
  34. Smart Roles ↗Di Jin, Mark Heimann, Tara Safavi et al.18 citations
  35. MinJoin ↗Haoyu Zhang, Qin Zhang17 citations
  36. Online Amnestic DTW to allow Real-Time Golden Batch Monitoring ↗Chin‐Chia Michael Yeh, Yan Zhu, Hoang Anh Dau et al.17 citations
  37. Scalable Hierarchical Clustering with Tree Grafting ↗Nicholas Monath, Ari Kobren, Akshay Krishnamurthy et al.17 citations
  38. Characterizing and Detecting Malicious Accounts in Privacy-Centric Mobile Social Networks ↗Zenghua Xia, Chang Liu, Neil Zhenqiang Gong et al.16 citations
  39. Infer Implicit Contexts in Real-time Online-to-Offline Recommendation ↗Xichen Ding, Jie Tang, Tracy Liu et al.16 citations
  40. Log2Intent ↗Zhiqiang Tao, Sheng Li, Zhaowen Wang et al.16 citations
  41. Network Density of States ↗Kun Dong, Austin R. Benson, David Bindel16 citations
  42. Predicting Evacuation Decisions using Representations of Individuals' Pre-Disaster Web Search Behavior ↗Takahiro Yabe, Kota Tsubouchi, Toru Shimizu et al.16 citations
  43. Training and Meta-Training Binary Neural Networks with Quantum Computing ↗Abdulah Fawaz, Paul Klein, Sebastien Piat et al.16 citations
  44. Whole Page Optimization with Global Constraints ↗Weicong Ding, Dinesh Govindaraj, S. V. N. Vishwanathan16 citations
  45. A Deep Generative Approach to Search Extrapolation and Recommendation ↗Fred X. Han, Di Niu, Haolan Chen et al.15 citations
  46. Estimating Graphlet Statistics via Lifting ↗Kirill Paramonov, Dmitry Shemetov, James Sharpnack15 citations
  47. Recurrent Neural Networks for Stochastic Control in Real-Time Bidding ↗Nicolas Grislain, Nicolas Perrin, Antoine Thabault15 citations
  48. Seasonal-adjustment Based Feature Selection Method for Predicting Epidemic with Large-scale Search Engine Logs ↗Thien Q. Tran, Jun Sakuma15 citations
  49. State-Sharing Sparse Hidden Markov Models for Personalized Sequences ↗Hongzhi Shi, Chao Zhang, Quanming Yao et al.15 citations
  50. Towards Robust and Discriminative Sequential Data Learning ↗Xiaowei Jia, Sheng Li, Handong Zhao et al.15 citations
  51. A Severity Score for Retinopathy of Prematurity ↗Peng Tian, Yuan Guo, Jayashree Kalpathy–Cramer et al.14 citations
  52. Coresets for Minimum Enclosing Balls over Sliding Windows ↗Yanhao Wang, Yuchen Li, Kian‐Lee Tan14 citations
  53. Learning Sleep Quality from Daily Logs ↗Sungkyu Park, Cheng–Te Li, Sungwon Han et al.14 citations
  54. Modeling and Applications for Temporal Point Processes ↗Junchi Yan, Hongteng Xu, Liangda Li14 citations
  55. Spatio-temporal Event Forecasting and Precursor Identification ↗Yue Ning, Liang Zhao, Feng Chen et al.14 citations
  56. A Permutation Approach to Assess Confounding in Machine Learning Applications for Digital Health ↗Elias Chaibub Neto, Abhishek Pratap, Thanneer Malai Perumal et al.13 citations
  57. Hidden Markov Contour Tree ↗Zhe Jiang, Arpan Man Sainju13 citations
  58. Identifiability of Cause and Effect using Regularized Regression ↗Alexander Marx, Jilles Vreeken13 citations
  59. Learning Class-Conditional GANs with Active Sampling ↗Ming-Kun Xie, Sheng-Jun Huang13 citations
  60. Robust Gaussian Process Regression for Real-Time High Precision GPS Signal Enhancement ↗Ming Lin, Xiaomin Song, Qi Qian et al.13 citations
  61. Fast Approximation of Empirical Entropy via Subsampling ↗Chi Wang, Bailu Ding12 citations
  62. Glaucoma Progression Prediction Using Retinal Thickness via Latent Space Linear Regression ↗Yuhui Zheng, Linchuan Xu, Taichi Kiwaki et al.12 citations
  63. Modeling Dwell Time Engagement on Visual Multimedia ↗Hemank Lamba, Neil Shah12 citations
  64. Pairwise Comparisons with Flexible Time-Dynamics ↗Lucas Maystre, Victor Kristof, Matthias Grossglauser12 citations
  65. TUBE ↗Daheng Wang, Tianwen Jiang, Nitesh V. Chawla et al.12 citations
  66. Do Simpler Models Exist and How Can We Find Them? ↗Cynthia D Rudin11 citations
  67. Focused Context Balancing for Robust Offline Policy Evaluation ↗Hao Zou, Kun Kuang, Boqi Chen et al.11 citations
  68. Optimizing Peer Learning in Online Groups with Affinities ↗Mohammadreza Esfandiari, Dong Wei, Sihem Amer-Yahia et al.11 citations
  69. Personalized Purchase Prediction of Market Baskets with Wasserstein-Based Sequence Matching ↗Mathias Kraus, Stefan Feuerriegel11 citations
  70. Probabilistic Latent Variable Modeling for Assessing Behavioral Influences on Well-Being ↗Ehimwenma Nosakhare, Rosalind W. Picard11 citations
  71. SurfCon ↗Zhen Wang, Xiang Yue, Soheil Moosavinasab et al.11 citations
  72. The Identification and Estimation of Direct and Indirect Effects in A/B Tests through Causal Mediation Analysis ↗Xuan Yin, Liangjie Hong11 citations
  73. Uncovering the Co-driven Mechanism of Social and Content Links in User Churn Phenomena ↗Yunfei Lu, Linyun Yu, Peng Cui et al.11 citations
  74. Adaptive Influence Maximization ↗Bogdan Cautis, Silviu Maniu, Nikolaos Tziortziotis10 citations
  75. Coupled Variational Recurrent Collaborative Filtering ↗Qingquan Song, Shiyu Chang, Xia Hu10 citations
  76. Learning Network-to-Network Model for Content-rich Network Embedding ↗Zhicheng He, Jie Liu, Na Li et al.10 citations
  77. Randomized Experimental Design via Geographic Clustering ↗David Rolnick, Kevin Aydin, Jean Pouget-Abadie et al.10 citations
  78. A Robust Framework for Accelerated Outcome-driven Risk Factor Identification from EHR ↗Prithwish Chakraborty, Faisal Farooq9 citations
  79. Deep Bayesian Mining, Learning and Understanding ↗Jen‐Tzung Chien9 citations
  80. Large-scale User Visits Understanding and Forecasting with Deep Spatial-Temporal Tensor Factorization Framework ↗Xiaoyang Ma, Lan Zhang, Lan Xu et al.9 citations
  81. Learning Interpretable Metric between Graphs ↗Tomoki Yoshida, Ichiro Takeuchi, Masayuki Karasuyama9 citations
  82. OCC: A Smart Reply System for Efficient In-App Communications ↗Yue Weng, Huaixiu Zheng, Franziska Bell et al.9 citations
  83. PinText: A Multitask Text Embedding System in Pinterest ↗Jinfeng Zhuang, Yu Liu9 citations
  84. Significance of Patterns in Data Visualisations ↗Rafael Savvides, Andreas Henelius, Emilia Oikarinen et al.9 citations
  85. Social User Interest Mining ↗Fattane Zarrinkalam, Hossein Fani, Ebrahim Bagheri A9 citations
  86. Towards ML Engineering with TensorFlow Extended (TFX) ↗Konstantinos Katsiapis, Kevin Haas9 citations
  87. TrajGuard ↗Zheyi Pan, Jie Bao, Weinan Zhang et al.9 citations
  88. Constructing High Precision Knowledge Bases with Subjective and Factual Attributes ↗Ari Kobren, Pablo Barrio, Oksana Yakhnenko et al.8 citations
  89. Contextual Fact Ranking and Its Applications in Table Synthesis and Compression ↗Silu Huang, Jialu Liu, Flip R. Korn et al.8 citations
  90. Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creatives ↗Shunsuke Kitada, Hitoshi Iyatomi, Yoshifumi Seki8 citations
  91. ET-Lasso ↗Songshan Yang, Jiawei Wen, Xiang Zhan et al.8 citations
  92. Fates of Microscopic Social Ecosystems ↗Haoyang Li, Peng Cui, Chengxi Zang et al.8 citations
  93. Naranjo Question Answering using End-to-End Multi-task Learning Model ↗Bhanu Pratap Singh Rawat, Fei Li, Hong Qing Yu8 citations
  94. Real-time On-Device Troubleshooting Recommendation for Smartphones ↗Keiichi Ochiai, Kohei Senkawa, Naoki Yamamoto et al.8 citations
  95. Scaling Multinomial Logistic Regression via Hybrid Parallelism ↗Parameswaran Raman, Sriram Srinivasan, Shin Matsushima et al.8 citations
  96. Testing Dynamic Incentive Compatibility in Display Ad Auctions ↗Yuan Qing Deng, Sebastien M. Lahaie8 citations
  97. The Error is the Feature ↗Christian Schön, Jens Dittrich, Richard W. Müller8 citations
  98. Understanding the Role of Style in E-commerce Shopping ↗Hao Jiang, Aakash Sabharwal, Adam Henderson et al.8 citations
  99. Dual Averaging Method for Online Graph-structured Sparsity ↗Baojian Zhou, Feng Chen, Yiming Ying7 citations
  100. Dynamical Origins of Distribution Functions ↗Chengxi Zang, Peng Cui, Wenwu Zhu et al.7 citations

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