---
title: "International Joint Conference on Artificial Intelligence 2017 — all"
description: "All 822 papers of International Joint Conference on Artificial Intelligence 2017 · page 1 of 9, the most cited first; those with our summary link to it."
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---
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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](https://md.research.elamur.ai/free/en/venues/international-joint-conference-on-artificial-intelligence/2017/)

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1. **[DeepFM: A Factorization-Machine based Neural Network for CTR Prediction ↗](https://doi.org/10.24963/ijcai.2017/239)**Huifeng Guo, Ruiming Tang, Yunming Ye et al.*2,538 citations*
2. **[A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction ↗](https://doi.org/10.24963/ijcai.2017/366)**Yao Qin, Dongjin Song, Haifeng Chen et al.*1,585 citations*
3. **[Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI 2017) ↗](https://www.research.ed.ac.uk/portal/en/publications/generating-hard-random-boolean-formulas-and-disjunctive-logic-programs(6cd7ad9d-de34-4d32-8f2e-6ab9c524154c)/export.html)**Giovanni Amendola, Francesco Ricca, Mirosław Truszczyński*1,160 citations*
4. **[Interactive Attention Networks for Aspect-Level Sentiment Classification ↗](https://doi.org/10.24963/ijcai.2017/568)**Dehong Ma, Sujian Li, Xiaodong Zhang et al.*1,069 citations*
5. **[Deep Forest: Towards An Alternative to Deep Neural Networks ↗](https://doi.org/10.24963/ijcai.2017/497)**Zhi‐Hua Zhou, Ji Feng*935 citations*
6. **[Deep Matrix Factorization Models for Recommender Systems ↗](https://doi.org/10.24963/ijcai.2017/447)**Hong-Jian Xue, Xinyu Dai, Jianbing Zhang et al.*926 citations*
7. **[Improved Deep Embedded Clustering with Local Structure Preservation ↗](https://doi.org/10.24963/ijcai.2017/243)**Xifeng Guo, Long Gao, Xinwang Liu et al.*919 citations*
8. **[Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks ↗](https://doi.org/10.24963/ijcai.2017/435)**Jun Xiao, Hao Ye, Xiangnan He et al.*912 citations*
9. **[Bilateral Multi-Perspective Matching for Natural Language Sentences](https://md.research.elamur.ai/free/en/papers/wang-2017-bilateral-multi-perspective-matching-natural/)**Zhiguo Wang, Wael Hamza, Radu Florian*739 citations · our summary*
10. **[Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering ↗](https://doi.org/10.24963/ijcai.2017/273)**Zhuxi Jiang, Yin Zheng, Huachun Tan et al.*706 citations*
11. **[Self-weighted Multiview Clustering with Multiple Graphs ↗](https://doi.org/10.24963/ijcai.2017/357)**Feiping Nie, Jing Li, Xuelong Li*562 citations*
12. **[Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment ↗](https://doi.org/10.24963/ijcai.2017/209)**Muhao Chen, Yingtao Tian, Mohan Yang et al.*531 citations*
13. **[Demystifying Neural Style Transfer ↗](https://doi.org/10.24963/ijcai.2017/310)**Yanghao Li, Naiyan Wang, Jiaying Liu et al.*514 citations*
14. **[Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations ↗](https://doi.org/10.24963/ijcai.2017/371)**Andrew Slavin Ross, Michael C. Hughes, Finale Doshi‐Velez*496 citations*
15. **[A Convolutional Approach for Misinformation Identification ↗](https://doi.org/10.24963/ijcai.2017/545)**Feng Yu, Qiang Liu, Shu Wu et al.*494 citations*
16. **[What to Do Next: Modeling User Behaviors by Time-LSTM ↗](https://doi.org/10.24963/ijcai.2017/504)**Yu Zhu, Hao Li, Yikang Liao et al.*468 citations*
17. **[Value Iteration Networks ↗](https://doi.org/10.24963/ijcai.2017/700)**Aviv Tamar, Yi Wu, Garrett Thomas et al.*458 citations*
18. **[Algorithmic Bias in Autonomous Systems ↗](https://doi.org/10.24963/ijcai.2017/654)**David J. Danks, Alex John London*452 citations*
19. **[Cross-Domain Recommendation: An Embedding and Mapping Approach ↗](https://doi.org/10.24963/ijcai.2017/343)**Tong Man, Huawei Shen, Xiaolong Jin et al.*439 citations*
20. **[Person Re-Identification by Deep Joint Learning of Multi-Loss Classification ↗](https://doi.org/10.24963/ijcai.2017/305)**Wei Li, Xiatian Zhu, Shaogang Gong*399 citations*
21. **[Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution ↗](https://doi.org/10.24963/ijcai.2017/536)**Guangyao Shen, Jia Jia, Liqiang Nie et al.*383 citations*
22. **[Iterative Entity Alignment via Joint Knowledge Embeddings ↗](https://doi.org/10.24963/ijcai.2017/595)**Hao Zhu, Ruobing Xie, Zhiyuan Liu et al.*374 citations*
23. **[Combining Knowledge with Deep Convolutional Neural Networks for Short Text Classification ↗](https://doi.org/10.24963/ijcai.2017/406)**Jin Wang, Zhongyuan Wang, Dawei Zhang et al.*303 citations*
24. **[Knowledge Transfer for Out-of-Knowledge-Base Entities : A Graph Neural Network Approach ↗](https://doi.org/10.24963/ijcai.2017/250)**Takuo Hamaguchi, Hidekazu Oiwa, Masashi Shimbo et al.*291 citations*
25. **[Tactics of Adversarial Attack on Deep Reinforcement Learning Agents ↗](https://doi.org/10.24963/ijcai.2017/525)**Yen-Chen Lin, Zhang-Wei Hong, Yuan-Hong Liao et al.*290 citations*
26. **[Learning Feature Engineering for Classification ↗](https://doi.org/10.24963/ijcai.2017/352)**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 ↗](https://doi.org/10.24963/ijcai.2017/423)**Hui-Hui Wei, Ming Li*280 citations*
28. **[Image-embodied Knowledge Representation Learning ↗](https://doi.org/10.24963/ijcai.2017/438)**Ruobing Xie, Zhiyuan Liu, Huanbo Luan et al.*268 citations*
29. **[Plan Explanations as Model Reconciliation: Moving Beyond Explanation as Soliloquy ↗](https://doi.org/10.24963/ijcai.2017/23)**Tathagata Chakraborti, Sarath Sreedharan, Yu Zhang et al.*248 citations*
30. **[Radar: Residual Analysis for Anomaly Detection in Attributed Networks ↗](https://doi.org/10.24963/ijcai.2017/299)**Jundong Li, Harsh Dani, Xia Hu et al.*247 citations*
31. **[Explicit Knowledge-based Reasoning for Visual Question Answering ↗](https://doi.org/10.24963/ijcai.2017/179)**Peng Wang, Qi Wu, Chunhua Shen et al.*233 citations*
32. **[Concrete Problems for Autonomous Vehicle Safety: Advantages of Bayesian Deep Learning ↗](https://doi.org/10.24963/ijcai.2017/661)**Rowan McAllister, Yarin Gal, Alex Kendall et al.*229 citations*
33. **[Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI-17) ↗](http://www.research.ed.ac.uk/portal/en/publications/understanding-and-exploiting-language-diversity(ccaea8c0-181c-4322-998e-e58cc2b0924b).html)**Fausto Giunchiglia, Khuyagbaatar Batsuren, Gábor Bella*225 citations*
34. **[End-to-End Adversarial Memory Network for Cross-domain Sentiment Classification ↗](https://doi.org/10.24963/ijcai.2017/311)**Zheng Li, Yu Zhang, Ying Wei et al.*223 citations*
35. **[Identifying Human Mobility via Trajectory Embeddings ↗](https://doi.org/10.24963/ijcai.2017/234)**Qiang Gao, Fan Zhou, Kunpeng Zhang et al.*198 citations*
36. **[Deep Neural Networks for High Dimension, Low Sample Size Data ↗](https://doi.org/10.24963/ijcai.2017/318)**Bo Liu, Ying Wei, Yu Zhang et al.*197 citations*
37. **[Learning to Read Irregular Text with Attention Mechanisms ↗](https://doi.org/10.24963/ijcai.2017/458)**Xiao Yang, Dafang He, Zihan Zhou et al.*183 citations*
38. **[Joint Image Emotion Classification and Distribution Learning via Deep Convolutional Neural Network ↗](https://doi.org/10.24963/ijcai.2017/456)**Jufeng Yang, Dongyu She, Ming Sun*181 citations*
39. **[Logic Tensor Networks for Semantic Image Interpretation ↗](https://doi.org/10.24963/ijcai.2017/221)**Ivan Donadello, Luciano Serafini, Artur d’Avila Garcez*173 citations*
40. **[Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning ↗](https://doi.org/10.24963/ijcai.2017/381)**Jingkuan Song, Lianli Gao, Zhao Zhuang Guo et al.*165 citations*
41. **[Modeling Trajectories with Recurrent Neural Networks ↗](https://doi.org/10.24963/ijcai.2017/430)**Hao Wu, Ziyang Chen, Weiwei Sun et al.*156 citations*
42. **[A Causal Framework for Discovering and Removing Direct and Indirect Discrimination ↗](https://doi.org/10.24963/ijcai.2017/549)**Lu Zhang, Yongkai Wu, Xintao Wu*152 citations*
43. **[Stance Classification with Target-specific Neural Attention ↗](https://doi.org/10.24963/ijcai.2017/557)**Jiachen Du, Ruifeng Xu, Yulan He et al.*152 citations*
44. **[Fast Network Embedding Enhancement via High Order Proximity Approximation ↗](https://doi.org/10.24963/ijcai.2017/544)**Cheng Hong Yang, Maosong Sun, Zhiyuan Liu et al.*148 citations*
45. **[Locality Adaptive Discriminant Analysis ↗](https://doi.org/10.24963/ijcai.2017/306)**Xuelong Li, Mulin Chen, Feiping Nie et al.*148 citations*
46. **[DeepStory: Video Story QA by Deep Embedded Memory Networks ↗](https://doi.org/10.24963/ijcai.2017/280)**Kyung-Min Kim, Min-Oh Heo, Seong-Ho Choi et al.*145 citations*
47. **[From Ensemble Clustering to Multi-View Clustering ↗](https://doi.org/10.24963/ijcai.2017/396)**Zhiqiang Tao, Hongfu Liu, Sheng Li et al.*139 citations*
48. **[Hybrid Neural Networks for Learning the Trend in Time Series ↗](https://doi.org/10.24963/ijcai.2017/316)**Tao Lin, Tian Guo, Karl Aberer*136 citations*
49. **[Dynamic Multi-View Hashing for Online Image Retrieval ↗](https://doi.org/10.24963/ijcai.2017/437)**Liang Xie, Jialie Shen, Jungong Han et al.*130 citations*
50. **[Dependency Exploitation: A Unified CNN-RNN Approach for Visual Emotion Recognition ↗](https://doi.org/10.24963/ijcai.2017/503)**Xinge Zhu, Liang Li, Weigang Zhang et al.*129 citations*
51. **[Hashtag Recommendation for Multimodal Microblog Using Co-Attention Network ↗](https://doi.org/10.24963/ijcai.2017/478)**Qi Zhang, Jiawen Wang, Haoran Huang et al.*129 citations*
52. **[Regional Concept Drift Detection and Density Synchronized Drift Adaptation ↗](https://doi.org/10.24963/ijcai.2017/317)**Anjin Liu, Yiliao Song, Guangquan Zhang et al.*122 citations*
53. **[Effective Deep Memory Networks for Distant Supervised Relation Extraction ↗](https://doi.org/10.24963/ijcai.2017/559)**Xiaocheng Feng, Jiang Hong Guo, Bing Qin et al.*118 citations*
54. **[Object Detection Meets Knowledge Graphs ↗](https://doi.org/10.24963/ijcai.2017/230)**Yuan Fang, Kingsley Kuan, Jie Lin et al.*117 citations*
55. **[Sequential Prediction of Social Media Popularity with Deep Temporal Context Networks ↗](https://doi.org/10.24963/ijcai.2017/427)**Bo Wu, Wen-Huang Cheng, Yongdong Zhang et al.*117 citations*
56. **[Semi-supervised Feature Selection via Rescaled Linear Regression ↗](https://doi.org/10.24963/ijcai.2017/211)**Xiaojun Chen, Guowen Yuan, Feiping Nie et al.*116 citations*
57. **[Knowledge Graph Representation with Jointly Structural and Textual Encoding ↗](https://doi.org/10.24963/ijcai.2017/183)**Jiacheng Xu, Xipeng Qiu, Kan Chen et al.*114 citations*
58. **[Learning to Hallucinate Face Images via Component Generation and Enhancement ↗](https://doi.org/10.24963/ijcai.2017/633)**Yibing Song, Jiawei Zhang, Shengfeng He et al.*112 citations*
59. **[Learning to Run Heuristics in Tree Search ↗](https://doi.org/10.24963/ijcai.2017/92)**Elias B. Khalil, Bistra Dilkina, George L. Nemhauser et al.*111 citations*
60. **[Cascade Dynamics Modeling with Attention-based Recurrent Neural Network ↗](https://doi.org/10.24963/ijcai.2017/416)**Yongqing Wang, Huawei Shen, Shenghua Liu et al.*109 citations*
61. **[An Improved Decision-DNNF Compiler ↗](https://doi.org/10.24963/ijcai.2017/93)**Jean-Marie Lagniez, Pierre Marquis*108 citations*
62. **[High Dimensional Bayesian Optimization using Dropout ↗](https://doi.org/10.24963/ijcai.2017/291)**Cheng Li, Sunil Gupta, Santu Rana et al.*108 citations*
63. **[MAM-RNN: Multi-level Attention Model Based RNN for Video Captioning ↗](https://doi.org/10.24963/ijcai.2017/307)**Xuelong Li, Bin Zhao, Xiaoqiang Lu*102 citations*
64. **[Diversifying Personalized Recommendation with User-session Context ↗](https://doi.org/10.24963/ijcai.2017/258)**Liang Hu, Longbing Cao, Shoujin Wang et al.*101 citations*
65. **[Video Question Answering via Hierarchical Spatio-Temporal Attention Networks ↗](https://doi.org/10.24963/ijcai.2017/492)**Zhou Li Zhao, Qifan Yang, Deng Cai et al.*101 citations*
66. **[Category-aware Next Point-of-Interest Recommendation via Listwise Bayesian Personalized Ranking ↗](https://doi.org/10.24963/ijcai.2017/255)**Jing He, Xin Li, Lejian Liao*100 citations*
67. **[Efficient Private ERM for Smooth Objectives ↗](https://doi.org/10.24963/ijcai.2017/548)**Jiaqi Zhang, Kai Zheng, Wenlong Mou et al.*100 citations*
68. **[A Correlated Topic Model Using Word Embeddings ↗](https://doi.org/10.24963/ijcai.2017/588)**Guangxu Xun, Yaliang Li, Wayne Xin Zhao et al.*96 citations*
69. **[Symbolic LTLf Synthesis ↗](https://doi.org/10.24963/ijcai.2017/189)**Shufang Zhu, Lucas M. Tabajara, Jianwen Li et al.*94 citations*
70. **[Autonomous Task Sequencing for Customized Curriculum Design in Reinforcement Learning ↗](https://doi.org/10.24963/ijcai.2017/353)**Sanmit Narvekar, Jivko Sinapov, Peter Stone*92 citations*
71. **[Group-wise Deep Co-saliency Detection ↗](https://doi.org/10.24963/ijcai.2017/424)**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 ↗](https://doi.org/10.24963/ijcai.2017/265)**Xuan Huo, Ming Li*86 citations*
73. **[User Profile Preserving Social Network Embedding ↗](https://doi.org/10.24963/ijcai.2017/472)**Daokun Zhang, Jie Yin, Xingquan Zhu et al.*86 citations*
74. **[Causal Discovery from Nonstationary/Heterogeneous Data: Skeleton Estimation and Orientation Determination ↗](https://doi.org/10.24963/ijcai.2017/187)**Kun Zhang, Biwei Huang, Jiji Zhang et al.*85 citations*
75. **[Count-Based Exploration in Feature Space for Reinforcement Learning ↗](https://doi.org/10.24963/ijcai.2017/344)**Jarryd Martin, Suraj Narayanan Sasikumar, Tom Everitt et al.*85 citations*
76. **[End-to-end optimization of goal-driven and visually grounded dialogue systems ↗](https://doi.org/10.24963/ijcai.2017/385)**Florian Strub, Harm de Vries, Jérémie Mary et al.*84 citations*
77. **[Link Prediction with Spatial and Temporal Consistency in Dynamic Networks ↗](https://doi.org/10.24963/ijcai.2017/467)**Wenchao Yu, Wei Dong Cheng, Charų C. Aggarwal et al.*84 citations*
78. **[Responsible Autonomy ↗](https://doi.org/10.24963/ijcai.2017/655)**Virginia Dignum*84 citations*
79. **[Open Category Classification by Adversarial Sample Generation ↗](https://doi.org/10.24963/ijcai.2017/469)**Yu Yang, Wei-Yang Qu, Nan Li et al.*83 citations*
80. **[From Neural Sentence Summarization to Headline Generation: A Coarse-to-Fine Approach ↗](https://doi.org/10.24963/ijcai.2017/574)**Jiwei Tan, Xiaojun Wan, Jianguo Xiao*82 citations*
81. **[Weighted Double Q-learning ↗](https://doi.org/10.24963/ijcai.2017/483)**Zongzhang Zhang, Zhiyuan Pan, Mykel J. Kochenderfer*82 citations*
82. **[Bayesian Dynamic Mode Decomposition ↗](https://doi.org/10.24963/ijcai.2017/392)**Naoya Takeishi, Yoshinobu Kawahara, Yasuo Tabei et al.*81 citations*
83. **[Human-Centric Justification of Machine Learning Predictions ↗](https://doi.org/10.24963/ijcai.2017/202)**Or Biran, Kathleen R. McKeown*81 citations*
84. **[Libratus: The Superhuman AI for No-Limit Poker ↗](https://doi.org/10.24963/ijcai.2017/772)**Noam Brown, Tüomas Sandholm*80 citations*
85. **[The Off-Switch Game ↗](https://doi.org/10.24963/ijcai.2017/32)**Dylan Hadfield-Menell, Anca D. Dragan, Pieter Abbeel et al.*80 citations*
86. **[Acceptability Semantics for Weighted Argumentation Frameworks ↗](https://doi.org/10.24963/ijcai.2017/9)**Leila Amgoud A, Jonathan Ben-Naim, Dragan Doder et al.*79 citations*
87. **[Manipulating Opinion Diffusion in Social Networks ↗](https://doi.org/10.24963/ijcai.2017/124)**Robert Bredereck, Edith Elkind*79 citations*
88. **[TransNet: Translation-Based Network Representation Learning for Social Relation Extraction ↗](https://doi.org/10.24963/ijcai.2017/399)**Cunchao Tu, Zhengyan Zhang, Zhiyuan Liu et al.*79 citations*
89. **[Automatic Generation of Grounded Visual Questions ↗](https://doi.org/10.24963/ijcai.2017/592)**Shijie Zhang, Lizhen Qu, Shaodi You et al.*77 citations*
90. **[Earth Mover's Distance Pooling over Siamese LSTMs for Automatic Short Answer Grading ↗](https://doi.org/10.24963/ijcai.2017/284)**Sachin Kumar, Soumen Chakrabarti, Shourya Roy*77 citations*
91. **[On Subset Selection with General Cost Constraints ↗](https://doi.org/10.24963/ijcai.2017/364)**Chao Qian, Jing-Cheng Shi, Yang Yu et al.*75 citations*
92. **[Learning to Identify Ambiguous and Misleading News Headlines ↗](https://doi.org/10.24963/ijcai.2017/583)**Wei Wei, Xiaojun Wan*74 citations*
93. **[DeepFacade: A Deep Learning Approach to Facade Parsing ↗](https://doi.org/10.24963/ijcai.2017/320)**Hantang Liu, Jialiang Zhang, Jianke Zhu et al.*73 citations*
94. **[Predicting Human Similarity Judgments with Distributional Models: The Value of Word Associations ↗](https://doi.org/10.24963/ijcai.2017/671)**Simon De Deyne, Andrew Perfors, Danielle Navarro*73 citations*
95. **[Sense Beauty by Label Distribution Learning ↗](https://doi.org/10.24963/ijcai.2017/369)**Yi Cheng Ren, Xin Geng*73 citations*
96. **[Bernoulli Rank-1 Bandits for Click Feedback ↗](https://doi.org/10.24963/ijcai.2017/278)**Sumeet Katariya, Branislav Kveton, Csaba Szepesvári et al.*72 citations*
97. **[Locality Preserving Matching ↗](https://doi.org/10.24963/ijcai.2017/627)**Jiayi Ma, Ji Jun Zhao, Hanqi Guo et al.*72 citations*
98. **[Approximating Discrete Probability Distribution of Image Emotions by Multi-Modal Features Fusion ↗](https://doi.org/10.24963/ijcai.2017/651)**Sicheng Zhao, Guiguang Ding, Yue Gao et al.*71 citations*
99. **[Autoencoder Regularized Network For Driving Style Representation Learning ↗](https://doi.org/10.24963/ijcai.2017/222)**Weishan Dong, Ting Yuan, Kai Yang et al.*71 citations*
100. **[Exploiting Music Play Sequence for Music Recommendation ↗](https://doi.org/10.24963/ijcai.2017/511)**Zhiyong Cheng, Jialie Shen, Lei Zhu et al.*71 citations*

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