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International Joint Conference on Artificial Intelligence 2017: all accepted papers

822 papers · page 1 of 9 · the most cited first · ← International Joint Conference on Artificial Intelligence 2017

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  1. DeepFM: A Factorization-Machine based Neural Network for CTR Prediction ↗Huifeng Guo, Ruiming Tang, Yunming Ye et al.2,538 citations
  2. A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction ↗Yao Qin, Dongjin Song, Haifeng Chen et al.1,585 citations
  3. Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI 2017) ↗Giovanni Amendola, Francesco Ricca, Mirosław Truszczyński1,160 citations
  4. Interactive Attention Networks for Aspect-Level Sentiment Classification ↗Dehong Ma, Sujian Li, Xiaodong Zhang et al.1,069 citations
  5. Deep Forest: Towards An Alternative to Deep Neural Networks ↗Zhi‐Hua Zhou, Ji Feng935 citations
  6. Deep Matrix Factorization Models for Recommender Systems ↗Hong-Jian Xue, Xinyu Dai, Jianbing Zhang et al.926 citations
  7. Improved Deep Embedded Clustering with Local Structure Preservation ↗Xifeng Guo, Long Gao, Xinwang Liu et al.919 citations
  8. Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks ↗Jun Xiao, Hao Ye, Xiangnan He et al.912 citations
  9. Bilateral Multi-Perspective Matching for Natural Language SentencesZhiguo Wang, Wael Hamza, Radu Florian739 citations · our summary
  10. Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering ↗Zhuxi Jiang, Yin Zheng, Huachun Tan et al.706 citations
  11. Self-weighted Multiview Clustering with Multiple Graphs ↗Feiping Nie, Jing Li, Xuelong Li562 citations
  12. Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment ↗Muhao Chen, Yingtao Tian, Mohan Yang et al.531 citations
  13. Demystifying Neural Style Transfer ↗Yanghao Li, Naiyan Wang, Jiaying Liu et al.514 citations
  14. Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations ↗Andrew Slavin Ross, Michael C. Hughes, Finale Doshi‐Velez496 citations
  15. A Convolutional Approach for Misinformation Identification ↗Feng Yu, Qiang Liu, Shu Wu et al.494 citations
  16. What to Do Next: Modeling User Behaviors by Time-LSTM ↗Yu Zhu, Hao Li, Yikang Liao et al.468 citations
  17. Value Iteration Networks ↗Aviv Tamar, Yi Wu, Garrett Thomas et al.458 citations
  18. Algorithmic Bias in Autonomous Systems ↗David J. Danks, Alex John London452 citations
  19. Cross-Domain Recommendation: An Embedding and Mapping Approach ↗Tong Man, Huawei Shen, Xiaolong Jin et al.439 citations
  20. Person Re-Identification by Deep Joint Learning of Multi-Loss Classification ↗Wei Li, Xiatian Zhu, Shaogang Gong399 citations
  21. Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution ↗Guangyao Shen, Jia Jia, Liqiang Nie et al.383 citations
  22. Iterative Entity Alignment via Joint Knowledge Embeddings ↗Hao Zhu, Ruobing Xie, Zhiyuan Liu et al.374 citations
  23. Combining Knowledge with Deep Convolutional Neural Networks for Short Text Classification ↗Jin Wang, Zhongyuan Wang, Dawei Zhang et al.303 citations
  24. Knowledge Transfer for Out-of-Knowledge-Base Entities : A Graph Neural Network Approach ↗Takuo Hamaguchi, Hidekazu Oiwa, Masashi Shimbo et al.291 citations
  25. Tactics of Adversarial Attack on Deep Reinforcement Learning Agents ↗Yen-Chen Lin, Zhang-Wei Hong, Yuan-Hong Liao et al.290 citations
  26. Learning Feature Engineering for Classification ↗Fatemeh Nargesian, Horst Samulowitz, Udayan Khurana et al.287 citations
  27. Supervised Deep Features for Software Functional Clone Detection by Exploiting Lexical and Syntactical Information in Source Code ↗Hui-Hui Wei, Ming Li280 citations
  28. Image-embodied Knowledge Representation Learning ↗Ruobing Xie, Zhiyuan Liu, Huanbo Luan et al.268 citations
  29. Plan Explanations as Model Reconciliation: Moving Beyond Explanation as Soliloquy ↗Tathagata Chakraborti, Sarath Sreedharan, Yu Zhang et al.248 citations
  30. Radar: Residual Analysis for Anomaly Detection in Attributed Networks ↗Jundong Li, Harsh Dani, Xia Hu et al.247 citations
  31. Explicit Knowledge-based Reasoning for Visual Question Answering ↗Peng Wang, Qi Wu, Chunhua Shen et al.233 citations
  32. Concrete Problems for Autonomous Vehicle Safety: Advantages of Bayesian Deep Learning ↗Rowan McAllister, Yarin Gal, Alex Kendall et al.229 citations
  33. Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI-17) ↗Fausto Giunchiglia, Khuyagbaatar Batsuren, Gábor Bella225 citations
  34. End-to-End Adversarial Memory Network for Cross-domain Sentiment Classification ↗Zheng Li, Yu Zhang, Ying Wei et al.223 citations
  35. Identifying Human Mobility via Trajectory Embeddings ↗Qiang Gao, Fan Zhou, Kunpeng Zhang et al.198 citations
  36. Deep Neural Networks for High Dimension, Low Sample Size Data ↗Bo Liu, Ying Wei, Yu Zhang et al.197 citations
  37. Learning to Read Irregular Text with Attention Mechanisms ↗Xiao Yang, Dafang He, Zihan Zhou et al.183 citations
  38. Joint Image Emotion Classification and Distribution Learning via Deep Convolutional Neural Network ↗Jufeng Yang, Dongyu She, Ming Sun181 citations
  39. Logic Tensor Networks for Semantic Image Interpretation ↗Ivan Donadello, Luciano Serafini, Artur d’Avila Garcez173 citations
  40. Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning ↗Jingkuan Song, Lianli Gao, Zhao Zhuang Guo et al.165 citations
  41. Modeling Trajectories with Recurrent Neural Networks ↗Hao Wu, Ziyang Chen, Weiwei Sun et al.156 citations
  42. A Causal Framework for Discovering and Removing Direct and Indirect Discrimination ↗Lu Zhang, Yongkai Wu, Xintao Wu152 citations
  43. Stance Classification with Target-specific Neural Attention ↗Jiachen Du, Ruifeng Xu, Yulan He et al.152 citations
  44. Fast Network Embedding Enhancement via High Order Proximity Approximation ↗Cheng Hong Yang, Maosong Sun, Zhiyuan Liu et al.148 citations
  45. Locality Adaptive Discriminant Analysis ↗Xuelong Li, Mulin Chen, Feiping Nie et al.148 citations
  46. DeepStory: Video Story QA by Deep Embedded Memory Networks ↗Kyung-Min Kim, Min-Oh Heo, Seong-Ho Choi et al.145 citations
  47. From Ensemble Clustering to Multi-View Clustering ↗Zhiqiang Tao, Hongfu Liu, Sheng Li et al.139 citations
  48. Hybrid Neural Networks for Learning the Trend in Time Series ↗Tao Lin, Tian Guo, Karl Aberer136 citations
  49. Dynamic Multi-View Hashing for Online Image Retrieval ↗Liang Xie, Jialie Shen, Jungong Han et al.130 citations
  50. Dependency Exploitation: A Unified CNN-RNN Approach for Visual Emotion Recognition ↗Xinge Zhu, Liang Li, Weigang Zhang et al.129 citations
  51. Hashtag Recommendation for Multimodal Microblog Using Co-Attention Network ↗Qi Zhang, Jiawen Wang, Haoran Huang et al.129 citations
  52. Regional Concept Drift Detection and Density Synchronized Drift Adaptation ↗Anjin Liu, Yiliao Song, Guangquan Zhang et al.122 citations
  53. Effective Deep Memory Networks for Distant Supervised Relation Extraction ↗Xiaocheng Feng, Jiang Hong Guo, Bing Qin et al.118 citations
  54. Object Detection Meets Knowledge Graphs ↗Yuan Fang, Kingsley Kuan, Jie Lin et al.117 citations
  55. Sequential Prediction of Social Media Popularity with Deep Temporal Context Networks ↗Bo Wu, Wen-Huang Cheng, Yongdong Zhang et al.117 citations
  56. Semi-supervised Feature Selection via Rescaled Linear Regression ↗Xiaojun Chen, Guowen Yuan, Feiping Nie et al.116 citations
  57. Knowledge Graph Representation with Jointly Structural and Textual Encoding ↗Jiacheng Xu, Xipeng Qiu, Kan Chen et al.114 citations
  58. Learning to Hallucinate Face Images via Component Generation and Enhancement ↗Yibing Song, Jiawei Zhang, Shengfeng He et al.112 citations
  59. Learning to Run Heuristics in Tree Search ↗Elias B. Khalil, Bistra Dilkina, George L. Nemhauser et al.111 citations
  60. Cascade Dynamics Modeling with Attention-based Recurrent Neural Network ↗Yongqing Wang, Huawei Shen, Shenghua Liu et al.109 citations
  61. An Improved Decision-DNNF Compiler ↗Jean-Marie Lagniez, Pierre Marquis108 citations
  62. High Dimensional Bayesian Optimization using Dropout ↗Cheng Li, Sunil Gupta, Santu Rana et al.108 citations
  63. MAM-RNN: Multi-level Attention Model Based RNN for Video Captioning ↗Xuelong Li, Bin Zhao, Xiaoqiang Lu102 citations
  64. Diversifying Personalized Recommendation with User-session Context ↗Liang Hu, Longbing Cao, Shoujin Wang et al.101 citations
  65. Video Question Answering via Hierarchical Spatio-Temporal Attention Networks ↗Zhou Li Zhao, Qifan Yang, Deng Cai et al.101 citations
  66. Category-aware Next Point-of-Interest Recommendation via Listwise Bayesian Personalized Ranking ↗Jing He, Xin Li, Lejian Liao100 citations
  67. Efficient Private ERM for Smooth Objectives ↗Jiaqi Zhang, Kai Zheng, Wenlong Mou et al.100 citations
  68. A Correlated Topic Model Using Word Embeddings ↗Guangxu Xun, Yaliang Li, Wayne Xin Zhao et al.96 citations
  69. Symbolic LTLf Synthesis ↗Shufang Zhu, Lucas M. Tabajara, Jianwen Li et al.94 citations
  70. Autonomous Task Sequencing for Customized Curriculum Design in Reinforcement Learning ↗Sanmit Narvekar, Jivko Sinapov, Peter Stone92 citations
  71. Group-wise Deep Co-saliency Detection ↗Lina Wei, Shanshan Zhao, Omar El Farouk Bourahla et al.89 citations
  72. Enhancing the Unified Features to Locate Buggy Files by Exploiting the Sequential Nature of Source Code ↗Xuan Huo, Ming Li86 citations
  73. User Profile Preserving Social Network Embedding ↗Daokun Zhang, Jie Yin, Xingquan Zhu et al.86 citations
  74. Causal Discovery from Nonstationary/Heterogeneous Data: Skeleton Estimation and Orientation Determination ↗Kun Zhang, Biwei Huang, Jiji Zhang et al.85 citations
  75. Count-Based Exploration in Feature Space for Reinforcement Learning ↗Jarryd Martin, Suraj Narayanan Sasikumar, Tom Everitt et al.85 citations
  76. End-to-end optimization of goal-driven and visually grounded dialogue systems ↗Florian Strub, Harm de Vries, Jérémie Mary et al.84 citations
  77. Link Prediction with Spatial and Temporal Consistency in Dynamic Networks ↗Wenchao Yu, Wei Dong Cheng, Charų C. Aggarwal et al.84 citations
  78. Responsible Autonomy ↗Virginia Dignum84 citations
  79. Open Category Classification by Adversarial Sample Generation ↗Yu Yang, Wei-Yang Qu, Nan Li et al.83 citations
  80. From Neural Sentence Summarization to Headline Generation: A Coarse-to-Fine Approach ↗Jiwei Tan, Xiaojun Wan, Jianguo Xiao82 citations
  81. Weighted Double Q-learning ↗Zongzhang Zhang, Zhiyuan Pan, Mykel J. Kochenderfer82 citations
  82. Bayesian Dynamic Mode Decomposition ↗Naoya Takeishi, Yoshinobu Kawahara, Yasuo Tabei et al.81 citations
  83. Human-Centric Justification of Machine Learning Predictions ↗Or Biran, Kathleen R. McKeown81 citations
  84. Libratus: The Superhuman AI for No-Limit Poker ↗Noam Brown, Tüomas Sandholm80 citations
  85. The Off-Switch Game ↗Dylan Hadfield-Menell, Anca D. Dragan, Pieter Abbeel et al.80 citations
  86. Acceptability Semantics for Weighted Argumentation Frameworks ↗Leila Amgoud A, Jonathan Ben-Naim, Dragan Doder et al.79 citations
  87. Manipulating Opinion Diffusion in Social Networks ↗Robert Bredereck, Edith Elkind79 citations
  88. TransNet: Translation-Based Network Representation Learning for Social Relation Extraction ↗Cunchao Tu, Zhengyan Zhang, Zhiyuan Liu et al.79 citations
  89. Automatic Generation of Grounded Visual Questions ↗Shijie Zhang, Lizhen Qu, Shaodi You et al.77 citations
  90. Earth Mover's Distance Pooling over Siamese LSTMs for Automatic Short Answer Grading ↗Sachin Kumar, Soumen Chakrabarti, Shourya Roy77 citations
  91. On Subset Selection with General Cost Constraints ↗Chao Qian, Jing-Cheng Shi, Yang Yu et al.75 citations
  92. Learning to Identify Ambiguous and Misleading News Headlines ↗Wei Wei, Xiaojun Wan74 citations
  93. DeepFacade: A Deep Learning Approach to Facade Parsing ↗Hantang Liu, Jialiang Zhang, Jianke Zhu et al.73 citations
  94. Predicting Human Similarity Judgments with Distributional Models: The Value of Word Associations ↗Simon De Deyne, Andrew Perfors, Danielle Navarro73 citations
  95. Sense Beauty by Label Distribution Learning ↗Yi Cheng Ren, Xin Geng73 citations
  96. Bernoulli Rank-1 Bandits for Click Feedback ↗Sumeet Katariya, Branislav Kveton, Csaba Szepesvári et al.72 citations
  97. Locality Preserving Matching ↗Jiayi Ma, Ji Jun Zhao, Hanqi Guo et al.72 citations
  98. Approximating Discrete Probability Distribution of Image Emotions by Multi-Modal Features Fusion ↗Sicheng Zhao, Guiguang Ding, Yue Gao et al.71 citations
  99. Autoencoder Regularized Network For Driving Style Representation Learning ↗Weishan Dong, Ting Yuan, Kai Yang et al.71 citations
  100. Exploiting Music Play Sequence for Music Recommendation ↗Zhiyong Cheng, Jialie Shen, Lei Zhu et al.71 citations

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