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KDD 2019: all accepted papers

374 papers · page 1 of 4 · the most cited first · ← KDD 2019

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  1. Optuna ↗Takuya Akiba, Shotaro Sano, Toshihiko Yanase et al.8,406 citations
  2. KGAT ↗Xiang Wang, Xiangnan He, Yixin Cao et al.2,147 citations
  3. Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network ↗Ya Su, Youjian Zhao, Chenhao Niu et al.1,683 citations
  4. Heterogeneous Graph Neural Network ↗Chuxu Zhang, Dongjin Song, Chao Huang et al.1,490 citations
  5. Cluster-GCN ↗Wei-Lin Chiang, Xuanqing Liu, Si Si et al.1,247 citations
  6. Auto-Keras: An Efficient Neural Architecture Search System ↗Haifeng Jin, Qingquan Song, Xia Hu891 citations
  7. Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks ↗Srijan Kumar, Xikun Zhang, Jure Leskovec692 citations
  8. Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems ↗Hongwei Wang, Fuzheng Zhang, Mengdi Zhang et al.647 citations
  9. dEFEND ↗Kai Shu, Limeng Cui, Suhang Wang et al.604 citations
  10. Time-Series Anomaly Detection Service at Microsoft ↗Hansheng Ren, Bixiong Xu, Yujing Wang et al.588 citations
  11. Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning ↗Zheyi Pan, Yuxuan Liang, Weifeng Wang et al.559 citations
  12. Representation Learning for Attributed Multiplex Heterogeneous Network ↗Yukuo Cen, Xu Zou, Jianwei Zhang et al.465 citations
  13. Deep Anomaly Detection with Deviation Networks ↗Guansong Pang, Chunhua Shen, Anton van den Hengel439 citations
  14. Robust Graph Convolutional Networks Against Adversarial Attacks ↗Dingyuan Zhu, Ziwei Zhang, Peng Cui et al.430 citations
  15. PressLight ↗Hua Wei, Chacha Chen, Guanjie Zheng et al.420 citations
  16. MeLU ↗Hoyeop Lee, Jinbae Im, Seongwon Jang et al.363 citations
  17. Fairness in Recommendation Ranking through Pairwise Comparisons ↗Alex Beutel, Jilin Chen, Tulsee S Doshi et al.362 citations
  18. Metapath-guided Heterogeneous Graph Neural Network for Intent Recommendation ↗Shaohua Fan, Junxiong Zhu, Xiaotian Han et al.354 citations
  19. Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search ↗Sahin Cem Geyik, Stuart Ambler, Krishnaram Kenthapadi350 citations
  20. NPA ↗Chuhan Wu, Fangzhao Wu, Mingxiao An et al.326 citations
  21. Hierarchical Gating Networks for Sequential Recommendation ↗Chen Ma, Peng Kang, Xue Liu322 citations
  22. Graph Convolutional Networks with EigenPooling ↗Yao Ma, Suhang Wang, Charų C. Aggarwal et al.320 citations
  23. Origin-Destination Matrix Prediction via Graph Convolution ↗Yuandong Wang, Hongzhi Yin, Hongxu Chen et al.248 citations
  24. Reinforcement Learning to Optimize Long-term User Engagement in Recommender Systems ↗Lixin Zou, Long Xia, Zhuoye Ding et al.247 citations
  25. Actions Speak Louder than Goals ↗Tom Decroos, Lotte Bransen, Jan Van Haaren et al.240 citations
  26. Adversarial Learning on Heterogeneous Information Networks ↗Binbin Hu, Yuan Fang, Chuan Shi230 citations
  27. Practice on Long Sequential User Behavior Modeling for Click-Through Rate Prediction ↗Qi Pi, Weijie Bian, Guorui Zhou et al.216 citations
  28. POG: Personalized Outfit Generation for Fashion Recommendation at Alibaba iFashion ↗Wen Chen, Pipei Huang, Jiaming Xu et al.212 citations
  29. Multi-Horizon Time Series Forecasting with Temporal Attention Learning ↗Chenyou Fan, Yuze Zhang, Yi Pan et al.205 citations
  30. Auditing Data Provenance in Text-Generation Models ↗Congzheng Song, Vitaly Shmatikov187 citations
  31. DAML: Dual Attention Mutual Learning between Ratings and Reviews for Item Recommendation ↗Donghua Liu, Jing Li, Bo Du et al.187 citations
  32. Sherlock ↗Madelon Hulsebos, Kevin Hu, Michiel A. Bakker et al.186 citations
  33. A Deep Value-network Based Approach for Multi-Driver Order Dispatching ↗Xiaocheng Tang, Zhiwei Tony Qin, Fan Zhang et al.180 citations
  34. DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification ↗Jun Wu, Jingrui He, Jiejun Xu180 citations
  35. Streaming Session-based Recommendation ↗Lei Guo, Hongzhi Yin, Qinyong Wang et al.178 citations
  36. Mathematical Notions vs. Human Perception of Fairness ↗Megha Srivastava, Hoda Heidari, Andreas Krause177 citations
  37. IntentGC ↗Jun Zhao, Zhou Zhou, Ziyu Guan et al.170 citations
  38. Gmail Smart Compose ↗Mia Xu Chen, Benjamin N. Lee, Gagan Bansal et al.169 citations
  39. Graph Transformation Policy Network for Chemical Reaction Prediction ↗Kien Do, Truyen Tran, Svetha Venkatesh164 citations
  40. FDML ↗Yaochen Hu, Di Niu, Jianming Yang et al.162 citations
  41. DeepGBM ↗Guolin Ke, Zhenhui Xu, Jia Zhang et al.158 citations
  42. Revisiting kd-tree for Nearest Neighbor Search ↗Parikshit Ram, Kaushik Sinha157 citations
  43. Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts ↗Junheng Hao, Muhao Chen, Wenchao Yu et al.154 citations
  44. Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network ↗Junchen Ye, Leilei Sun, Bowen Du et al.152 citations
  45. Modeling Extreme Events in Time Series Prediction ↗Daizong Ding, Mi Zhang, Xudong Pan et al.149 citations
  46. AliGraph: A Comprehensive Graph Neural Network Platform ↗Hongxia Yang147 citations
  47. Deep Uncertainty Quantification ↗Bin Wang, Jie Lü, Zheng Yan et al.146 citations
  48. Assessing The Factual Accuracy of Generated Text ↗Ben Goodrich, Vinay Rao, Peter J. Liu et al.143 citations
  49. EdMot ↗Peizhen Li, Ling Huang, Chang‐Dong Wang et al.143 citations
  50. Exploiting Cognitive Structure for Adaptive Learning ↗Qi Liu, Shiwei Tong, Chuanren Liu et al.141 citations
  51. Explainable AI in Industry ↗Krishna Gade, Sahin Cem Geyik, Krishnaram Kenthapadi et al.138 citations
  52. GCN-MF ↗Peng Han, Peng Ling Yang, Peilin Zhao et al.137 citations
  53. UrbanFM ↗Yuxuan Liang, Kun Ouyang, Lin Jing et al.135 citations
  54. MCNE ↗Hao Wang, Tong Xu, Qi Liu et al.133 citations
  55. AlphaStock ↗Jingyuan Wang, Yang Zhang, Ke Tang et al.130 citations
  56. Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks ↗Namyong Park, Andrey Kan, Xin Luna Dong et al.128 citations
  57. Buying or Browsing?: Predicting Real-time Purchasing Intent using Attention-based Deep Network with Multiple Behavior ↗Long Zhe Guo, Lifeng Hua, Rongfei Jia et al.126 citations
  58. Semantic Product Search ↗Priyanka Nigam, Yiwei Song, Vijai Mohan et al.126 citations
  59. Predicting Path Failure In Time-Evolving Graphs ↗Jia Li, Zhichao Han, Hong Cheng et al.125 citations
  60. Pythia: AI-assisted Code Completion System ↗Alexey Svyatkovskiy, Ying Zhao, Shengyu Fu et al.121 citations
  61. Developing Measures of Cognitive Impairment in the Real World from Consumer-Grade Multimodal Sensor Streams ↗Richard J. Chen, Filip Janković, Nikki Marinsek et al.114 citations
  62. TF-Ranking ↗Rama Kumar Pasumarthi, Sebastian Bruch, Xuanhui Wang et al.114 citations
  63. Two-Sided Fairness for Repeated Matchings in Two-Sided Markets ↗Tom Sühr, Asia J. Biega, Meike Zehlike et al.112 citations
  64. Detecting Anomalies in Space using Multivariate Convolutional LSTM with Mixtures of Probabilistic PCA ↗Shahroz Tariq, Sang Yup Lee, Youjin Shin et al.111 citations
  65. Certifiable Robustness and Robust Training for Graph Convolutional Networks ↗Daniel Zügner, Stephan Günnemann109 citations
  66. Chainer ↗Seiya Tokui, Ryosuke Okuta, Takuya Akiba et al.109 citations
  67. K-Multiple-Means ↗Feiping Nie, Chenglong Wang, Xuelong Li109 citations
  68. ProGAN ↗Hongchang Gao, Jian Pei, Heng Huang109 citations
  69. Sequential Scenario-Specific Meta Learner for Online Recommendation ↗Zhengxiao Du, Xiaowei Wang, Hongxia Yang et al.107 citations
  70. Facebook Disaster Maps ↗Paige Maas106 citations
  71. Automatic Dialogue Summary Generation for Customer Service ↗Chunyi Liu, Peng Wang, Jiang Xu et al.104 citations
  72. Empowering A* Search Algorithms with Neural Networks for Personalized Route Recommendation ↗Jingyuan Wang, Ning Wu, Wayne Xin Zhao et al.103 citations
  73. Stability and Generalization of Graph Convolutional Neural Networks ↗Saurabh Manaswita Verma, Zhi-Li Zhang102 citations
  74. FoodAI ↗Doyen Sahoo, Hao Wang, Shu Ke et al.100 citations
  75. Graph Recurrent Networks With Attributed Random Walks ↗Xiao Xia Huang, Qingquan Song, Yuening Li et al.98 citations
  76. Interpretable and Steerable Sequence Learning via Prototypes ↗Yao Ming, Panpan Xu, Huamin Qu et al.97 citations
  77. MetaPred ↗Xi Sheryl Zhang, Fengyi Tang, Hiroko Hayama Dodge et al.97 citations
  78. OAG ↗Fanjin Zhang, Xiao Liu, Jie Tang et al.97 citations
  79. OBOE ↗Chengrun Yang, Yuji Akimoto, Dae Won Kim et al.97 citations
  80. Enhancing Collaborative Filtering with Generative Augmentation ↗Qinyong Wang, Hongzhi Yin, Hao Wang et al.96 citations
  81. 150 Successful Machine Learning Models ↗Lucas Bernardi, Themistoklis Mavridis, Pablo Estevez95 citations
  82. AKUPM ↗Xiaoli Tang, Tengyun Wang, Haizhi Yang et al.95 citations
  83. DeepUrbanEvent ↗Renhe Jiang, Xuan Song, Dou Huang et al.95 citations
  84. E.T.-RNN ↗Dmitrii Babaev, Maxim Savchenko, Alexander Tuzhilin et al.94 citations
  85. Learning Dynamic Context Graphs for Predicting Social Events ↗Songgaojun Deng, Huzefa Rangwala, Yue Ning94 citations
  86. Applying Deep Learning to Airbnb Search ↗Malay Haldar, Mustafa Abdool, P. Ramanathan et al.92 citations
  87. AutoCross ↗Yuanfei Luo, Mengshuo Wang, Hao Zhou et al.92 citations
  88. Sets2Sets ↗Haoji Hu, Xiangnan He90 citations
  89. Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged Approach ↗Minji Yoon, Bryan Hooi, Kijung Shin et al.89 citations
  90. Online Purchase Prediction via Multi-Scale Modeling of Behavior Dynamics ↗Chao Huang, Xian Wei Wu, Xuchao Zhang et al.86 citations
  91. Sequential Anomaly Detection using Inverse Reinforcement Learning ↗Min-hwan Oh, Garud Iyengar86 citations
  92. Adaptive Deep Models for Incremental Learning ↗Yang Yang, Da-Wei Zhou, De‐Chuan Zhan et al.83 citations
  93. Adaptive Graph Guided Disambiguation for Partial Label Learning ↗Deng-Bao Wang, Li Li, Min-Ling Zhang83 citations
  94. Real-time Event Detection on Social Data Streams ↗Mateusz Fedoryszak, Brent Frederick, Vijay Rajaram et al.83 citations
  95. Efficient Maximum Clique Computation over Large Sparse Graphs ↗Lijun Chang81 citations
  96. Clustering without Over-Representation ↗Sara Ahmadian, Alessandro Epasto, Ravi Kumar et al.80 citations
  97. GroupINN ↗Yujun Yan, Jiong Zhu, Marlena Duda et al.80 citations
  98. CoSTCo ↗Hanpeng Liu, Yaguang Li, Michael Tsang et al.79 citations
  99. Improving Subseasonal Forecasting in the Western U.S. with Machine Learning ↗Jessica Park Hwang, Paulo Orenstein, Judah L. Cohen et al.79 citations
  100. MOBIUS ↗Miao Fan, Jiacheng Guo, Shuai Zhu et al.77 citations

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