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KDD 2020: all accepted papers

420 papers · page 2 of 5 · the most cited first · ← KDD 2020

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  1. Redundancy-Free Computation for Graph Neural Networks ↗Zhihao Jia, Sina Lin, Rex Ying et al.60 citations
  2. Graph Structural-topic Neural Network ↗Qingqing Long, Yilun Jin, Guojie Song et al.59 citations
  3. Multimodal Deep Learning Based Crop Classification Using Multispectral and Multitemporal Satellite Imagery ↗Krishna Karthik Gadiraju, Bharathkumar Ramachandra, Zexi Chen et al.58 citations
  4. Missing Value Imputation for Mixed Data via Gaussian Copula ↗Yuxuan Zhao, Madeleine Udell57 citations
  5. Sliding Sketches: A Framework using Time Zones for Data Stream Processing in Sliding Windows ↗Xiangyang Gou, Long He, Yinda Zhang et al.57 citations
  6. Laplacian Change Point Detection for Dynamic Graphs ↗Shenyang Huang, Yasmeen Hitti, Guillaume Rabusseau et al.56 citations
  7. Robust Spammer Detection by Nash Reinforcement Learning ↗Yingtong Dou, Guixiang Ma, Philip S. Yu et al.56 citations
  8. COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching ↗Junyi Gao, Cao Xiao, Lucas M. Glass et al.54 citations
  9. GRACE: Generating Concise and Informative Contrastive Sample to Explain Neural Network Model's Prediction ↗Thai Le, Suhang Wang, Dongwon Lee54 citations
  10. Predicting Temporal Sets with Deep Neural Networks ↗Le Yu, Leilei Sun, Bowen Du et al.54 citations
  11. Bandit based Optimization of Multiple Objectives on a Music Streaming Platform ↗Rishabh Mehrotra, Niannan Xue, Mounia Lalmas53 citations
  12. To Tune or Not to Tune? ↗Ayat Fekry, Lucian Carata, Thomas Pasquier et al.53 citations
  13. Causal Inference Meets Machine Learning ↗Peng Cui, Zheyan Shen, Sheng Li et al.52 citations
  14. Climate Downscaling Using YNet ↗Yumin Liu, Auroop Ratan Ganguly, Jennifer Dy52 citations
  15. Personalized PageRank to a Target Node, Revisited ↗Hanzhi Wang, Zhewei Wei, Junhao Gan et al.52 citations
  16. TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations ↗Ang Li, Yixiao Duan, Huanrui Yang et al.52 citations
  17. Probabilistic Metric Learning with Adaptive Margin for Top-K Recommendation ↗Chen Ma, Liheng Ma, Yingxue Zhang et al.51 citations
  18. Local Community Detection in Multiple Networks ↗Dongsheng Luo, Yuchen Bian, Yaowei Yan et al.50 citations
  19. Competitive Analysis for Points of Interest ↗Shuangli Li, Jingbo Zhou, Tong Xu et al.49 citations
  20. Doing in One Go ↗Sijie Ruan, Zi Xiong, Cheng Long et al.48 citations
  21. Isolation Distributional Kernel: A New Tool for Kernel based Anomaly Detection ↗Kai Ming Ting, Bi-Cun Xu, Takashi Washio et al.48 citations
  22. Vamsa: Automated Provenance Tracking in Data Science Scripts ↗Mohammad Hossein Namaki, Avrilia Floratou, Fotis Psallidas et al.48 citations
  23. HGCN: A Heterogeneous Graph Convolutional Network-Based Deep Learning Model Toward Collective Classification ↗Zhihua Zhu, Xinxin Fan, Xiaokai Chu et al.47 citations
  24. Partial Multi-Label Learning via Probabilistic Graph Matching Mechanism ↗Gengyu Lyu, Songhe Feng, Yidong Li47 citations
  25. Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions ↗James McInerney, Brian Brost, Praveen Chandar et al.46 citations
  26. Deep Learning of High-Order Interactions for Protein Interface Prediction ↗Yi Liu, Hao Yuan, Lei Cai et al.46 citations
  27. Identifying Sepsis Subphenotypes via Time-Aware Multi-Modal Auto-Encoder ↗Changchang Yin, Ruoqi Liu, Dongdong Zhang et al.46 citations
  28. Intelligible and Explainable Machine Learning ↗Rich Caruana, Scott Lundberg, Marco Túlio Ribeiro et al.46 citations
  29. STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths ↗Yue Yu, Yinghao Li, Jiaming Shen et al.46 citations
  30. SimClusters ↗Venu Satuluri, Yao Wu, Xun Zheng et al.46 citations
  31. Hierarchical Attention Propagation for Healthcare Representation Learning ↗Muhan Zhang, Christopher R. King, Michael Simon Avidan et al.45 citations
  32. Certifiable Robustness of Graph Convolutional Networks under Structure Perturbations ↗Daniel Zügner, Stephan Günnemann44 citations
  33. REA: Robust Cross-lingual Entity Alignment Between Knowledge Graphs ↗Shichao Pei, Yu Lu, Guoxian Yu et al.44 citations
  34. INPREM: An Interpretable and Trustworthy Predictive Model for Healthcare ↗Xianli Zhang, Buyue Qian, Shilei Cao et al.43 citations
  35. Minimizing Localized Ratio Cut Objectives in Hypergraphs ↗Nate Veldt, Austin R. Benson, Jon M. Kleinberg43 citations
  36. Semi-supervised Collaborative Filtering by Text-enhanced Domain Adaptation ↗Wenhui Yu, Xiao Lin, Junfeng Ge et al.43 citations
  37. Artificial Intelligence for Healthcare ↗Dorin Comaniciu42 citations
  38. On Sampling Top-K Recommendation Evaluation ↗Dong Li, Ruoming Jin, Jing Gao et al.42 citations
  39. Explainable Classification of Brain Networks via Contrast Subgraphs ↗Tommaso Lanciano, Francesco Bonchi, Aristides Gionis41 citations
  40. Hypergraph Clustering Based on PageRank ↗Yuuki Takai, Atsushi Miyauchi, Masahiro Ikeda et al.41 citations
  41. MultiSage ↗Carl Yang, Aditya Pal, Andrew Zhai et al.41 citations
  42. Stable Learning via Differentiated Variable Decorrelation ↗Zheyan Shen, Peng Cui, Jiashuo Liu et al.41 citations
  43. Incremental Lossless Graph Summarization ↗Jihoon Ko, Yunbum Kook, Kijung Shin40 citations
  44. Data-driven Simulation and Optimization for Covid-19 Exit Strategies ↗Salah Ghamizi, Renaud Rwemalika, Maxime Cordy et al.39 citations
  45. Deep Graph Learning ↗Yu Rong, Tingyang Xu, Junzhou Huang et al.39 citations
  46. Improving Deep Learning for Airbnb Search ↗Malay Haldar, P. Ramanathan, Tyler Sax et al.39 citations
  47. No Computation without Representation ↗Caitlin Kuhlman, Latifa Jackson, Rumi Chunara39 citations
  48. SSumM: Sparse Summarization of Massive Graphs ↗Kyuhan Lee, Hyeonsoo Jo, Jihoon Ko et al.39 citations
  49. CurvaNet: Geometric Deep Learning based on Directional Curvature for 3D Shape Analysis ↗Wenchong He, Zhe Jiang, Chengming Zhang et al.38 citations
  50. Local Motif Clustering on Time-Evolving Graphs ↗Dongqi Fu, Dawei Zhou, Jingrui He38 citations
  51. TAdaNet: Task-Adaptive Network for Graph-Enriched Meta-Learning ↗Qiuling Suo, Jingyuan Chou, Weida Zhong et al.38 citations
  52. Improving Recommendation Quality in Google Drive ↗Suming J. Chen, Zhen Qin, Zac Wilson et al.37 citations
  53. ST-SiameseNet: Spatio-Temporal Siamese Networks for Human Mobility Signature Identification ↗Huimin Ren, Menghai Pan, Yanhua Li et al.37 citations
  54. Understanding the Urban Pandemic Spreading of COVID-19 with Real World Mobility Data ↗Qianyue Hao, Lin Chen, Fengli Xu et al.37 citations
  55. Debiasing Grid-based Product Search in E-commerce ↗Ruocheng Guo, Xiaoting Zhao, Adam Henderson et al.36 citations
  56. Kronecker Attention Networks ↗Hongyang Gao, Zhengyang Wang, Shuiwang Ji36 citations
  57. Effective Transfer Learning for Identifying Similar Questions ↗Clara H. McCreery, Namit Katariya, Anitha Kannan et al.35 citations
  58. Towards Fair Truth Discovery from Biased Crowdsourced Answers ↗Yanying Li, Haipei Sun, Hui Wang35 citations
  59. Attribute-based Propensity for Unbiased Learning in Recommender Systems ↗Zhen Qin, Suming J. Chen, Donald Metzler et al.34 citations
  60. DeepLine: AutoML Tool for Pipelines Generation using Deep Reinforcement Learning and Hierarchical Actions Filtering ↗Yuval Heffetz, Roman Vainshtein, Gilad Katz et al.34 citations
  61. General-Purpose User Embeddings based on Mobile App Usage ↗Junqi Zhang, Bing Bai, Ye Lin et al.34 citations
  62. Attention and Memory-Augmented Networks for Dual-View Sequential Learning ↗Yong He, Cheng Wang, Nan Li et al.33 citations
  63. Evaluating Fairness Using Permutation Tests ↗Cyrus J. DiCiccio, Sriram Vasudevan, Kinjal Basu et al.33 citations
  64. Feature-Induced Manifold Disambiguation for Multi-View Partial Multi-label Learning ↗Jinghan Wu, Xuan Wu, Qing-Guo Chen et al.33 citations
  65. FreeDOM: A Transferable Neural Architecture for Structured Information Extraction on Web Documents ↗Bill Yuchen Lin, Ying Sheng, Nguyen Vo et al.33 citations
  66. Knowing your FATE ↗Xianfeng Tang, Yozen Liu, Neil Shah et al.33 citations
  67. An Empirical Analysis of Backward Compatibility in Machine Learning Systems ↗Megha Srivastava, Besmira Nushi, Ece Semiha Kamar et al.32 citations
  68. AutoGrow: Automatic Layer Growing in Deep Convolutional Networks ↗Wei Wen, Feng Yan, Yiran Chen et al.32 citations
  69. Category-Specific CNN for Visual-aware CTR Prediction at JD.com ↗Hu Liu, Jing Juan Lu, Hao Yang et al.32 citations
  70. Edge-consensus Learning: Deep Learning on P2P Networks with Nonhomogeneous Data ↗Kenta Niwa, Noboru Harada, Guoqiang Zhang et al.32 citations
  71. Grale ↗Jonathan Halcrow, Alexandru Moșoi, Sam Ruth et al.32 citations
  72. Learning to Score Economic Development from Satellite Imagery ↗Sungwon Han, Donghyun Ahn, Sung Won Park et al.32 citations
  73. xGAIL: Explainable Generative Adversarial Imitation Learning for Explainable Human Decision Analysis ↗Menghai Pan, Weixiao Huang, Yanhua Li et al.32 citations
  74. Algorithmic Aspects of Temporal Betweenness ↗Sebastian Buß, Hendrik Molter, Rolf Niedermeier et al.31 citations
  75. Combo-Attention Network for Baidu Video Advertising ↗Tan Yu, Yi Yang, Yi Li et al.31 citations
  76. LogPar: Logistic PARAFAC2 Factorization for Temporal Binary Data with Missing Values ↗Kejing Yin, Ardavan Afshar, Joyce C. Ho et al.31 citations
  77. OptMatch ↗Linxia Gong, Xiaochuan Feng, Dezhi Ye et al.31 citations
  78. Ads Allocation in Feed via Constrained Optimization ↗Jinyun Yan, Zhiyuan Xu, Birjodh Tiwana et al.30 citations
  79. Building Continuous Integration Services for Machine Learning ↗Bojan Karlaš, Matteo Interlandi, Cédric Renggli et al.30 citations
  80. BusTr ↗Richard Barnes, Senaka Buthpitiya, James Cook et al.30 citations
  81. Contagious Chain Risk Rating for Networked-guarantee Loans ↗Dawei Cheng, Zhibin Niu, Yiyi Zhang30 citations
  82. NetTrans: Neural Cross-Network Transformation ↗Si Zhang, Hanghang Tong, Yinglong Xia et al.30 citations
  83. An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images ↗Zekun Li, Yao‐Yi Chiang, Sasan Tavakkol et al.29 citations
  84. AutoML Pipeline Selection: Efficiently Navigating the Combinatorial Space ↗Chengrun Yang, Jicong Fan, Ziyang Wu et al.29 citations
  85. Cascade-LSTM ↗Francesco Ducci, Mathias Kraus, Stefan Feuerriegel29 citations
  86. DATE ↗Sundong Kim, Yu‐Che Tsai, Karandeep Singh et al.29 citations
  87. GHashing: Semantic Graph Hashing for Approximate Similarity Search in Graph Databases ↗Zongyue Qin, Yunsheng Bai, Yizhou Sun29 citations
  88. Interpretable Deep Graph Generation with Node-edge Co-disentanglement ↗Xiaojie Guo, Liang Zhao, Zhao Qin et al.29 citations
  89. Malicious Attacks against Deep Reinforcement Learning Interpretations ↗Mengdi Huai, Jianhui Sun, Renqin Cai et al.29 citations
  90. RECIPTOR: An Effective Pretrained Model for Recipe Representation Learning ↗Diya Li, Mohammed Javeed Zaki29 citations
  91. Two Sides of the Same Coin ↗Yu Zhang, Yangqiu Song, Jian Liang et al.29 citations
  92. Ultrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping ↗Susik Yoon, Jae-Gil Lee, Byung Suk Lee29 citations
  93. Delivery Scope ↗Xuetao Ding, Runfeng Zhang, Zhen Mao et al.28 citations
  94. Easy Perturbation EEG Algorithm for Spectral Importance (easyPEASI) ↗David O. Nahmias, Kimberly L. Kontson28 citations
  95. Enterprise Cooperation and Competition Analysis with a Sign-Oriented Preference Network ↗Le Dai, Yu Yin, Chuan Qin et al.28 citations
  96. Forecasting the Evolution of Hydropower Generation ↗Fan Zhou, Liang Li, Kunpeng Zhang et al.28 citations
  97. Hi-COVIDNet ↗Minseok Kim, Jun-Hyeok Kang, Doyoung Kim et al.28 citations
  98. Higher-order Clustering in Complex Heterogeneous Networks ↗Aldo Carranza, Ryan A. Rossi, Anup Rao et al.28 citations
  99. Measuring Model Complexity of Neural Networks with Curve Activation Functions ↗Xia Hu, Weiqing Liu, Jiang Bian et al.28 citations
  100. Salience and Market-aware Skill Extraction for Job Targeting ↗Baoxu Shi, Jaewon Yang, Feng Guo et al.28 citations

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