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International Joint Conference on Artificial Intelligence 2019: all accepted papers

996 papers · page 1 of 10 · the most cited first · ← International Joint Conference on Artificial Intelligence 2019

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  1. Graph WaveNet for Deep Spatial-Temporal Graph Modeling ↗Zonghan Wu, Shirui Pan, Guodong Long et al.2,948 citations
  2. LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs ↗Weibin Meng, Ying Liu, Yichen Zhu et al.675 citations
  3. Graph Contextualized Self-Attention Network for Session-based Recommendation ↗Chengfeng Xu, Pengpeng Zhao, Yanchi Liu et al.615 citations
  4. Attributed Graph Clustering: A Deep Attentional Embedding Approach ↗Chun Wang, Shirui Pan, Ruiqi Hu et al.573 citations
  5. Adversarial Examples for Graph Data: Deep Insights into Attack and Defense ↗Huijun Wu, Chen Wang, Yuriy Tyshetskiy et al.391 citations
  6. Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective ↗Kaidi Xu, Hongge Chen, Sijia Liu et al.377 citations
  7. Sequential Recommender Systems: Challenges, Progress and Prospects ↗Shoujin Wang, Liang Hu, Yan Wang et al.373 citations
  8. Dynamic Hypergraph Neural Networks ↗Jianwen Jiang, Yuxuan Wei, Yifan Feng et al.369 citations
  9. Feature-level Deeper Self-Attention Network for Sequential Recommendation ↗Tingting Zhang, Pengpeng Zhao, Yanchi Liu et al.305 citations
  10. Adversarial Attacks on Neural Networks for Graph Data ↗Daniel Zügner, Amir Akbarnejad, Stephan Günnemann301 citations
  11. Attributed Graph Clustering via Adaptive Graph Convolution ↗Xiaotong Zhang, Han Liu, Qimai Li et al.300 citations
  12. BeatGAN: Anomalous Rhythm Detection using Adversarially Generated Time Series ↗Bin Zhou, Shenghua Liu, Bryan Hooi et al.298 citations
  13. DeepInspect: A Black-box Trojan Detection and Mitigation Framework for Deep Neural Networks ↗Huili Chen, Cheng Fu, Jishen Zhao et al.298 citations
  14. Deep Session Interest Network for Click-Through Rate Prediction ↗Yufei Feng, Fuyu Lv, Weichen Shen et al.295 citations
  15. Pre-training of Graph Augmented Transformers for Medication Recommendation ↗Junyuan Shang, Tengfei Ma, Cao Xiao et al.294 citations
  16. STG2Seq: Spatial-Temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting ↗Lei Bai, Lina Yao, Salil S. Kanhere et al.288 citations
  17. Adapting BERT for Target-Oriented Multimodal Sentiment Classification ↗Jianfei Yu, Jing Jiang274 citations
  18. Neural News Recommendation with Attentive Multi-View Learning ↗Chuhan Wu, Fangzhao Wu, Mingxiao An et al.272 citations
  19. Outlier Detection for Time Series with Recurrent Autoencoder Ensembles ↗Tung Kieu, Bin Yang, Chenjuan Guo et al.272 citations
  20. Counterfactuals in Explainable Artificial Intelligence (XAI): Evidence from Human Reasoning ↗Ruth M. J. Byrne266 citations
  21. CNN-Based Chinese NER with Lexicon Rethinking ↗Tao Gui, Ruotian Ma, Qi Zhang et al.265 citations
  22. Multi-view Knowledge Graph Embedding for Entity Alignment ↗Qinghe Zhang, Zequn Sun, Wei Ping Hu et al.260 citations
  23. STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems ↗Jiani Zhang, Xingjian Shi, Shenglin Zhao et al.257 citations
  24. AddGraph: Anomaly Detection in Dynamic Graph Using Attention-based Temporal GCN ↗Li Zheng, Zhenpeng Li, Jian Li et al.253 citations
  25. AttnSense: Multi-level Attention Mechanism For Multimodal Human Activity Recognition ↗Haojie Ma, Wenzhong Li, Xiao Zhang et al.248 citations
  26. Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs ↗Yuting Wu, Xiao Liu, Yansong Feng et al.239 citations
  27. Multi-view Clustering via Late Fusion Alignment Maximization ↗Siwei Wang, Xinwang Liu, En Zhu et al.233 citations
  28. Anytime Bottom-Up Rule Learning for Knowledge Graph Completion ↗Christian Meilicke, Melisachew Wudage Chekol, Daniel Ruffinelli et al.229 citations
  29. Automated Essay Scoring: A Survey of the State of the Art ↗Zixuan Ke, Vincent Ng227 citations
  30. E²GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation ↗Yonghong Luo, Ying Zhang, Xiangrui Cai et al.224 citations
  31. Modeling both Context- and Speaker-Sensitive Dependence for Emotion Detection in Multi-speaker Conversations ↗Dong Zhang, Liangqing Wu, Changlong Sun et al.211 citations
  32. Transferable Adversarial Attacks for Image and Video Object Detection ↗Xingxing Wei, Siyuan Liang, Ning Chen et al.207 citations
  33. Position Focused Attention Network for Image-Text Matching ↗Yaxiong Wang, Hao Yang, Xueming Qian et al.195 citations
  34. A Goal-Driven Tree-Structured Neural Model for Math Word Problems ↗Zhipeng Xie, Shichao Sun193 citations
  35. A Survey of Reinforcement Learning Informed by Natural Language ↗Jelena Luketina, Nantas Nardelli, Gregory Farquhar et al.188 citations
  36. Learning to Select Knowledge for Response Generation in Dialog Systems ↗Rongzhong Lian, Min Xie, Fan Wang et al.188 citations
  37. Adaptive User Modeling with Long and Short-Term Preferences for Personalized Recommendation ↗Zeping Yu, Jianxun Lian, Ahmad Mahmoody et al.184 citations
  38. Hybrid Actor-Critic Reinforcement Learning in Parameterized Action Space ↗Fan Zhou, Rui Su, Weinan Zhang et al.184 citations
  39. The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations ↗Thibault Laugel, Marie‐Jeanne Lesot, Christophe Marsala et al.184 citations
  40. Talking Face Generation by Conditional Recurrent Adversarial Network ↗Yang Song, Jingwen Zhu, Dawei Li et al.182 citations
  41. A Vectorized Relational Graph Convolutional Network for Multi-Relational Network Alignment ↗Rui Ye, Xin Li, Yujie Fang et al.180 citations
  42. GSTNet: Global Spatial-Temporal Network for Traffic Flow Prediction ↗Shen Fang, Qi Zhang, Gaofeng Meng et al.173 citations
  43. ProNE: Fast and Scalable Network Representation Learning ↗Jie Zhang, Yuxiao Dong, Yan Wang et al.171 citations
  44. Robust Audio Adversarial Example for a Physical Attack ↗Hiromu Yakura, Jun Sakuma171 citations
  45. Deep Adversarial Multi-view Clustering Network ↗Zhaoyang Li, Qianqian Wang, Zhiqiang Tao et al.166 citations
  46. Cross-City Transfer Learning for Deep Spatio-Temporal Prediction ↗Leye Wang, Geng Fu Xu, Xiaojuan Ma et al.164 citations
  47. DARec: Deep Domain Adaptation for Cross-Domain Recommendation via Transferring Rating Patterns ↗Yuan Feng, Lina Yao, Boualem Benatallah162 citations
  48. Adversarial Incomplete Multi-view Clustering ↗Cai Xiang Xu, Ziyu Guan, Wei Zhong Zhao et al.161 citations
  49. Delayed Impact of Fair Machine Learning ↗Lydia T. Liu, Sarah Dean, Esther Rolf et al.157 citations
  50. Fairwalk: Towards Fair Graph Embedding ↗Tahleen Rahman, Bartlomiej Surma, Michael Backes A et al.156 citations
  51. Hierarchical Graph Convolutional Networks for Semi-supervised Node Classification ↗Fenyu Hu, Yanqiao Zhu, Shu Wu et al.156 citations
  52. A Dual Reinforcement Learning Framework for Unsupervised Text Style TransferFuli Luo, Peng Li, Jie Zhou et al.155 citations · our summary
  53. Spectral Perturbation Meets Incomplete Multi-view Data ↗Hao Wang, Linlin Zong, Bing Liu et al.154 citations
  54. Node Embedding over Temporal Graphs ↗Uriel Singer, Ido Guy, Kira Radinsky153 citations
  55. LTL and Beyond: Formal Languages for Reward Function Specification in Reinforcement Learning ↗Alberto Camacho, Rodrigo Toro Icarte, Toryn Q. Klassen et al.151 citations
  56. Graph Convolutional Networks using Heat Kernel for Semi-supervised Learning ↗Bingbing Xu, Huawei Shen, Qi Cao et al.146 citations
  57. Modeling Multi-Purpose Sessions for Next-Item Recommendations via Mixture-Channel Purpose Routing Networks ↗Shoujin Wang, Liang Hu, Yan Wang et al.140 citations
  58. Neighborhood-Aware Attentional Representation for Multilingual Knowledge Graphs ↗Qiannan Zhu, Xiaofei Zhou, Jia Xin Wu et al.139 citations
  59. MSR: Multi-Scale Shape Regression for Scene Text Detection ↗Chuhui Xue, Shijian Lu, Wei Zhang138 citations
  60. Flexible Multi-View Representation Learning for Subspace Clustering ↗Ruihuang Li, Changqing Zhang, Qinghua Hu et al.132 citations
  61. Improved Heuristics for Multi-Agent Path Finding with Conflict-Based Search ↗Jiaoyang Li, Ariel Felner, Eli Boyarski et al.131 citations
  62. Margin Learning Embedded Prediction for Video Anomaly Detection with A Few Anomalies ↗Wen Liu, Weixin Luo, Zhengxin Li et al.129 citations
  63. Matching User with Item Set: Collaborative Bundle Recommendation with Deep Attention Network ↗Liang Chen, Yang Liu, Xiangnan He et al.129 citations
  64. Structure-Aware Residual Pyramid Network for Monocular Depth Estimation ↗Xiaotian Chen, Xuejin Chen, Zheng-Jun Zha128 citations
  65. Reinforced Negative Sampling for Recommendation with Exposure Data ↗Jingtao Ding, Yuhan Quan, Xiangnan He et al.127 citations
  66. Co-Attentive Multi-Task Learning for Explainable Recommendation ↗Zhongxia Chen, Xiting Wang, Xing Xie et al.126 citations
  67. Exploiting Persona Information for Diverse Generation of Conversational Responses ↗Haoyu Song, Wei-Nan Zhang, Yiming Cui et al.126 citations
  68. Graph Convolutional Network Hashing for Cross-Modal Retrieval ↗Ruiqing Xu, Chao Li, Junchi Yan et al.125 citations
  69. Multi-view Spectral Clustering Network ↗Zhenyu Huang, Joey Tianyi Zhou, Xi Peng et al.125 citations
  70. Learning Disentangled Semantic Representation for Domain Adaptation ↗Ruichu Cai, Zijian Li, Pengfei Wei et al.123 citations
  71. VulSniper: Focus Your Attention to Shoot Fine-Grained Vulnerabilities ↗Xu Duan, Jingzheng Wu, Shouling Ji et al.122 citations
  72. Data Poisoning against Differentially-Private Learners: Attacks and Defenses ↗Yuzhe Ma, Xiaojin Zhu, Justin Hsu121 citations
  73. Conditional GAN with Discriminative Filter Generation for Text-to-Video Synthesis ↗Yogesh Balaji, Martin Renqiang Min, Bing Bai et al.119 citations
  74. MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions ↗Nuo Xu, Pinghui Wang, Long Chen et al.118 citations
  75. RTHN: A RNN-Transformer Hierarchical Network for Emotion Cause Extraction ↗Rui Xia, Mengran Zhang, Zixiang Ding118 citations
  76. FireCast: Leveraging Deep Learning to Predict Wildfire Spread ↗David Radke, Anna Hessler, Dan Ellsworth117 citations
  77. SlateQ: A Tractable Decomposition for Reinforcement Learning with Recommendation Sets ↗Eugene Ie, Vihan Jain, Jing Wang et al.117 citations
  78. T-CVAE: Transformer-Based Conditioned Variational Autoencoder for Story Completion ↗Tianming Wang, Xiaojun Wan112 citations
  79. MUSICAL: Multi-Scale Image Contextual Attention Learning for Inpainting ↗Ning Wang, Jingyuan Li, Lefei Zhang et al.107 citations
  80. On the Effectiveness of Low Frequency Perturbations ↗Yash Sharma, Gavin Weiguang Ding, Marcus A. Brubaker106 citations
  81. Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks ↗Hao Ming Peng, Jianxin Li, Qiran Gong et al.105 citations
  82. Group-Fairness in Influence Maximization ↗Alan Tsang, Bryan Wilder, Eric R. W. Rice et al.103 citations
  83. Light-Weight Hybrid Convolutional Network for Liver Tumor Segmentation ↗Jianpeng Zhang, Yutong Xie, Pingping Zhang et al.102 citations
  84. Legal Judgment Prediction via Multi-Perspective Bi-Feedback Network ↗Wenmian Yang, Weijia Jia, Xiaojie Zhou et al.101 citations
  85. ATTAIN: Attention-based Time-Aware LSTM Networks for Disease Progression Modeling ↗Yuan Zhang, Xi Yang, Julie Simmons Ivy et al.100 citations
  86. Experience Replay Optimization ↗Daochen Zha, Kwei-Herng Lai, Kaixiong Zhou et al.99 citations
  87. Recent Advances in Imitation Learning from Observation ↗Faraz Torabi, Garrett Warnell, Peter Stone99 citations
  88. Discriminative and Correlative Partial Multi-Label Learning ↗Haobo Wang, Weiwei Liu, Yang Zhao et al.98 citations
  89. Dynamic Feature Fusion for Semantic Edge Detection ↗Yuan Chun Hu, Yunpeng Chen, Li Xiang et al.96 citations
  90. Explainable Deep Neural Networks for Multivariate Time Series Predictions ↗Roy Assaf, Anika Schumann96 citations
  91. Learning a Generative Model for Fusing Infrared and Visible Images via Conditional Generative Adversarial Network with Dual Discriminators ↗Han Xu, Pengwei Liang, Wei Yu et al.96 citations
  92. MineRL: A Large-Scale Dataset of Minecraft Demonstrations ↗William H. Guss, Brandon Houghton, Nicholay Topin et al.95 citations
  93. Omnidirectional Scene Text Detection with Sequential-free Box Discretization ↗Yuliang Liu, Sheng Zhang, Lianwen Jin et al.95 citations
  94. Semi-supervised User Profiling with Heterogeneous Graph Attention Networks ↗Weijian Chen, Yulong Gu, Zhaochun Ren et al.95 citations
  95. Topology Optimization based Graph Convolutional Network ↗Liang Yang, Zesheng Kang, Xiaochun Cao et al.95 citations
  96. Commit Message Generation for Source Code Changes ↗Shengbin Xu, Yuan Yao, Xu Feng et al.93 citations
  97. Multi-scale Information Diffusion Prediction with Reinforced Recurrent Networks ↗Cheng Hong Yang, Jian Guo Tang, Maosong Sun et al.93 citations
  98. Using Natural Language for Reward Shaping in Reinforcement Learning ↗Prasoon Goyal, Scott Niekum, Raymond J. Mooney93 citations
  99. Multi-View Multi-Label Learning with View-Specific Information Extraction ↗Xuan Wu, Qing-Guo Chen, Yao Hu et al.90 citations
  100. Obstacle Tower: A Generalization Challenge in Vision, Control, and Planning ↗Arthur Juliani, Ahmed Khalifa, Vincent-Pierre Berges et al.90 citations

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