---
title: "Proceedings of the AAAI Conference on Artificial Intelligence"
description: "All 782 papers of Proceedings of the AAAI Conference on Artificial Intelligence 2017 · page 1 of 8, the most cited first; those with our…"
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# Proceedings of the AAAI Conference on Artificial Intelligence 2017: all accepted papers

782 papers · page 1 of 8 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2017](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2017/)

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1. **[Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning ↗](https://doi.org/10.1609/aaai.v31i1.11231)**Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke et al.*4,246 citations*
2. **[SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient ↗](https://doi.org/10.1609/aaai.v31i1.10804)**Lantao Yu, Weinan Zhang, Yi-Xiang Wang et al.*2,285 citations*
3. **[Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction ↗](https://doi.org/10.1609/aaai.v31i1.10735)**Junbo Zhang, Yu Zheng, Dekang Qi*2,282 citations*
4. **[ConceptNet 5.5: An Open Multilingual Graph of General Knowledge ↗](https://doi.org/10.1609/aaai.v31i1.11164)**Robyn Speer, Joshua Chin, Catherine Havasi*2,134 citations*
5. **[SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents](https://md.research.elamur.ai/free/en/papers/nallapati-2016-summarunner-recurrent-neural-network-based/)**Ramesh M. Nallapati, Feifei Zhai, Bowen Zhou*1,233 citations · our summary*
6. **[An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data ↗](https://doi.org/10.1609/aaai.v31i1.11212)**Sijie Song, Cuiling Lan, Junliang Xing et al.*977 citations*
7. **[TextBoxes: A Fast Text Detector with a Single Deep Neural Network ↗](https://doi.org/10.1609/aaai.v31i1.11196)**Minghui Liao, Baoguang Shi, Xiang Bai et al.*955 citations*
8. **[Robust Loss Functions under Label Noise for Deep Neural Networks ↗](https://doi.org/10.1609/aaai.v31i1.10894)**Aritra Ghosh, Himanshu Kumar, P. SESHADRI SASTRY*943 citations*
9. **[Community Preserving Network Embedding ↗](https://doi.org/10.1609/aaai.v31i1.10488)**Xiao Wang, Peng Cui, Jing Wang et al.*883 citations*
10. **[Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data ↗](https://doi.org/10.1609/aaai.v31i1.11172)**Jiaxuan You, Xiaocheng Li, Melvin Low et al.*558 citations*
11. **[Multi-View Clustering and Semi-Supervised Classification with Adaptive Neighbours ↗](https://doi.org/10.1609/aaai.v31i1.10909)**Feiping Nie, Guohao Cai, Xuelong Li*557 citations*
12. **[Multi-View Clustering via Deep Matrix Factorization ↗](https://doi.org/10.1609/aaai.v31i1.10867)**Handong Zhao, Zhengming Ding, Yun Fu*499 citations*
13. **[Long-Term Trends in the Public Perception of Artificial Intelligence ↗](https://doi.org/10.1609/aaai.v31i1.10635)**Ethan Fast, Eric Horvitz*452 citations*
14. **[Playing FPS Games with Deep Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v31i1.10827)**Guillaume Lample, Devendra Singh Chaplot*452 citations*
15. **[Topic Aware Neural Response Generation ↗](https://doi.org/10.1609/aaai.v31i1.10981)**Xing Chen, Wei Wu, Yu Wu et al.*438 citations*
16. **[Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms ↗](https://doi.org/10.1609/aaai.v31i1.10974)**Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier et al.*425 citations*
17. **[DeepFix: Fixing Common C Language Errors by Deep Learning ↗](https://doi.org/10.1609/aaai.v31i1.10742)**Rahul Gupta, Soham Pal, Aditya Kanade et al.*418 citations*
18. **[A Riemannian Network for SPD Matrix Learning ↗](https://doi.org/10.1609/aaai.v31i1.10866)**Zhiwu Huang, Luc Van Gool*410 citations*
19. **[Visual Object Tracking for Unmanned Aerial Vehicles: A Benchmark and New Motion Models ↗](https://doi.org/10.1609/aaai.v31i1.11205)**Siyi Li, Dit‐Yan Yeung*394 citations*
20. **[Distant Supervision for Relation Extraction with Sentence-Level Attention and Entity Descriptions ↗](https://doi.org/10.1609/aaai.v31i1.10953)**Guoliang Ji, Kang Liu, Shizhu He et al.*357 citations*
21. **[Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images ↗](https://doi.org/10.1609/aaai.v31i1.10510)**Lequan Yu, Xin Yang, Hao Chen et al.*341 citations*
22. **[Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval ↗](https://doi.org/10.1609/aaai.v31i1.10719)**Erkun Yang, Cheng Dan Deng, Wei Liu et al.*331 citations*
23. **[VINet: Visual-Inertial Odometry as a Sequence-to-Sequence Learning Problem ↗](https://doi.org/10.1609/aaai.v31i1.11215)**Ronald Clark, Sen Wang, Hongkai Wen et al.*327 citations*
24. **[A Deep Hierarchical Approach to Lifelong Learning in Minecraft ↗](https://doi.org/10.1609/aaai.v31i1.10744)**Chen Tessler, Shahar Givony, Tom Zahavy et al.*299 citations*
25. **[Unsupervised Deep Learning for Optical Flow Estimation ↗](https://doi.org/10.1609/aaai.v31i1.10723)**Zhe Ren, Junchi Yan, Bingbing Ni et al.*290 citations*
26. **[A Hybrid Collaborative Filtering Model with Deep Structure for Recommender Systems ↗](https://doi.org/10.1609/aaai.v31i1.10747)**Xin Dong, Yu Lei, Zhonghuo Wu et al.*282 citations*
27. **[How to Train a Compact Binary Neural Network with High Accuracy? ↗](https://doi.org/10.1609/aaai.v31i1.10862)**Wei Tang, Gang Hua, Liang Wang*237 citations*
28. **[Learning Deep Latent Space for Multi-Label Classification ↗](https://doi.org/10.1609/aaai.v31i1.10769)**Chih‐Kuan Yeh, Wei-Chieh Wu, Wei-Jen Ko et al.*236 citations*
29. **[A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues](https://md.research.elamur.ai/free/en/papers/serban-2016-hierarchical-latent-variable-encoder-decoder/)**Iulian Vlad Serban, Alessandro Sordoni, Ryan Lowe et al.*234 citations · our summary*
30. **[Using Deep and Convolutional Neural Networks for Accurate Emotion Classification on DEAP Data ↗](https://doi.org/10.1609/aaai.v31i2.19105)**Samarth Tripathi, Shrinivas Acharya, Ranti Sharma et al.*231 citations*
31. **[POI2Vec: Geographical Latent Representation for Predicting Future Visitors ↗](https://doi.org/10.1609/aaai.v31i1.10500)**Shanshan Feng, Gao Cong, Bo An et al.*223 citations*
32. **[Attention Based LSTM for Target Dependent Sentiment Classification ↗](https://doi.org/10.1609/aaai.v31i1.11061)**Min Yang, Wenting Tu, Jingxuan Wang et al.*207 citations*
33. **[Modeling the Intensity Function of Point Process Via Recurrent Neural Networks ↗](https://doi.org/10.1609/aaai.v31i1.10724)**Shuai Xiao, Junchi Yan, Xiaokang Yang et al.*207 citations*
34. **[Attention Correctness in Neural Image Captioning ↗](https://doi.org/10.1609/aaai.v31i1.11197)**Chenxi Liu, Junhua Mao, Fei Sha et al.*203 citations*
35. **[Matching Node Embeddings for Graph Similarity ↗](https://doi.org/10.1609/aaai.v31i1.10839)**Giannis Nikolentzos, Polykarpos Meladianos, Michalis Vazirgiannis*199 citations*
36. **[A Multi-Task Deep Network for Person Re-Identification ↗](https://doi.org/10.1609/aaai.v31i1.11201)**Weihua Chen, Xiaotang Chen, Jianguo Zhang et al.*198 citations*
37. **[ProjE: Embedding Projection for Knowledge Graph Completion ↗](https://doi.org/10.1609/aaai.v31i1.10677)**Baoxu Shi, Tim Weninger*198 citations*
38. **[Scalable Graph Embedding for Asymmetric Proximity ↗](https://doi.org/10.1609/aaai.v31i1.10878)**Chang Zhou, Yuqiong Liu, Xiaofei Liu et al.*190 citations*
39. **[The Option-Critic Architecture ↗](https://doi.org/10.1609/aaai.v31i1.10916)**Pierre‐Luc Bacon, Jean Harb, Doina Precup*190 citations*
40. **[Variational Autoencoder for Semi-Supervised Text Classification ↗](https://doi.org/10.1609/aaai.v31i1.10966)**Weidi Xu, Haoze Sun, Chao Deng et al.*183 citations*
41. **[An Artificial Agent for Robust Image Registration ↗](https://doi.org/10.1609/aaai.v31i1.11230)**Rui Liao, Shun Miao, Pierre de Tournemire et al.*182 citations*
42. **[Neural Machine Translation with Reconstruction ↗](https://doi.org/10.1609/aaai.v31i1.10950)**Zhaopeng Tu, Yang Liu, Lifeng Shang et al.*182 citations*
43. **[Privacy-Preserving Human Activity Recognition from Extreme Low Resolution ↗](https://doi.org/10.1609/aaai.v31i1.11233)**Michael S. Ryoo, Brandon Rothrock, Charles Fleming et al.*179 citations*
44. **[A Multiview-Based Parameter Free Framework for Group Detection ↗](https://doi.org/10.1609/aaai.v31i1.11208)**Xuelong Li, Mulin Chen, Feiping Nie et al.*178 citations*
45. **[Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation ↗](https://doi.org/10.1609/aaai.v31i1.10984)**Iulian Vlad Serban, Tim Klinger, Gerald J. Tesauro et al.*177 citations*
46. **[SSP: Semantic Space Projection for Knowledge Graph Embedding with Text Descriptions ↗](https://doi.org/10.1609/aaai.v31i1.10952)**Han Xiao, Minlie Huang, Meng Lian et al.*172 citations*
47. **[When and Why Are Deep Networks Better Than Shallow Ones? ↗](https://doi.org/10.1609/aaai.v31i1.10913)**Hrushikesh N. Mhaskar, Qianli Liao, Tomaso Poggio*168 citations*
48. **[Learning Visual Sentiment Distributions via Augmented Conditional Probability Neural Network ↗](https://doi.org/10.1609/aaai.v31i1.10485)**Jufeng Yang, Ming Sun, Xiaoxiao Sun*166 citations*
49. **[Building Task-Oriented Dialogue Systems for Online Shopping ↗](https://doi.org/10.1609/aaai.v31i1.11182)**Zhao Yan, Nan Duan, Peng Chen et al.*163 citations*
50. **[Deep MIML Network ↗](https://doi.org/10.1609/aaai.v31i1.10890)**Ji Feng, Zhi-Hua Zhou*161 citations*
51. **[Visual Sentiment Analysis by Attending on Local Image Regions ↗](https://doi.org/10.1609/aaai.v31i1.10501)**Quanzeng You, Hailin Jin, Jiebo Luo*158 citations*
52. **[Learning Invariant Deep Representation for NIR-VIS Face Recognition ↗](https://doi.org/10.1609/aaai.v31i1.10786)**Ran He, Xiang Wu, Zhenan Sun et al.*157 citations*
53. **[Image Caption with Global-Local Attention ↗](https://doi.org/10.1609/aaai.v31i1.11236)**Ling‐Hui Li, Sheng Tang, Lixi Deng et al.*155 citations*
54. **[Explainable Agency for Intelligent Autonomous Systems ↗](https://doi.org/10.1609/aaai.v31i2.19108)**Pat Langley, Ben Meadows, Mohan Sridharan et al.*153 citations*
55. **[Distant Domain Transfer Learning ↗](https://doi.org/10.1609/aaai.v31i1.10826)**Ben Tan, Yu Zhang, Sinno Jialin Pan et al.*147 citations*
56. **[Attributes for Improved Attributes: A Multi-Task Network Utilizing Implicit and Explicit Relationships for Facial Attribute Classification ↗](https://doi.org/10.1609/aaai.v31i1.11229)**Emily Hand, Rama Chellappa*146 citations*
57. **[Unsupervised Large Graph Embedding ↗](https://doi.org/10.1609/aaai.v31i1.10814)**Feiping Nie, Wei Zhu, Xuelong Li*146 citations*
58. **[Identifying Unknown Unknowns in the Open World: Representations and Policies for Guided Exploration ↗](https://doi.org/10.1609/aaai.v31i1.10821)**Himabindu Lakkaraju, Ece Semiha Kamar, Rich Caruana et al.*145 citations*
59. **[Weakly Supervised Semantic Segmentation Using Superpixel Pooling Network ↗](https://doi.org/10.1609/aaai.v31i1.11213)**Suha Kwak, Seunghoon Hong, Bohyung Han*141 citations*
60. **[Denoising Criterion for Variational Auto-Encoding Framework ↗](https://doi.org/10.1609/aaai.v31i1.10777)**Daniel Im Jiwoong Im, Sungjin Ahn, Roland Memisevic et al.*137 citations*
61. **[Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates ↗](https://doi.org/10.1609/aaai.v31i1.10647)**Ilija Ilievski, Taimoor Akhtar, Jiashi Feng et al.*130 citations*
62. **[Low-Rank Tensor Completion with Total Variation for Visual Data Inpainting ↗](https://doi.org/10.1609/aaai.v31i1.10776)**Xutao Li, Yunming Ye, Xiaofei Xu*128 citations*
63. **[A Unified Model for Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media ↗](https://doi.org/10.1609/aaai.v31i1.10977)**Hangfeng He, Xu Sun*124 citations*
64. **[Neural Models for Sequence Chunking ↗](https://doi.org/10.1609/aaai.v31i1.10995)**Feifei Zhai, Saloni Potdar, Bing Xiang et al.*121 citations*
65. **[Optimal Neighborhood Kernel Clustering with Multiple Kernels ↗](https://doi.org/10.1609/aaai.v31i1.10895)**Xinwang Liu, Sihang Zhou, Yueqing Wang et al.*121 citations*
66. **[Active Discriminative Text Representation Learning ↗](https://doi.org/10.1609/aaai.v31i1.10962)**Ye Zhang, Matthew Lease, Byron Wallace*118 citations*
67. **[Question Difficulty Prediction for READING Problems in Standard Tests ↗](https://doi.org/10.1609/aaai.v31i1.10740)**Zhenya Huang, Qi Liu, Enhong Chen et al.*117 citations*
68. **[Multi-Agent Path Finding with Delay Probabilities ↗](https://doi.org/10.1609/aaai.v31i1.11035)**Hang Ma, T. K. Satish Kumar, Sven Koenig*116 citations*
69. **[Examples-Rules Guided Deep Neural Network for Makeup Recommendation ↗](https://doi.org/10.1609/aaai.v31i1.10626)**Taleb Alashkar, Songyao Jiang, Shuyang Wang et al.*115 citations*
70. **[Recurrent Neural Networks with Auxiliary Labels for Cross-Domain Opinion Target Extraction ↗](https://doi.org/10.1609/aaai.v31i1.11014)**Ying Ding, Jianfei Yu, Jing Jiang*115 citations*
71. **[Knowledge Transfer for Deep Reinforcement Learning with Hierarchical Experience Replay ↗](https://doi.org/10.1609/aaai.v31i1.10733)**Haiyan Yin, Sinno Jialin Pan*112 citations*
72. **[Face Hallucination with Tiny Unaligned Images by Transformative Discriminative Neural Networks ↗](https://doi.org/10.1609/aaai.v31i1.11206)**Xin Feng Yu, Fatih Porikli*106 citations*
73. **[Query-Efficient Imitation Learning for End-to-End Simulated Driving ↗](https://doi.org/10.1609/aaai.v31i1.10857)**Jiakai Zhang, Kyunghyun Cho*102 citations*
74. **[Proportional Justified Representation ↗](https://doi.org/10.1609/aaai.v31i1.10611)**Luis Sánchez Fernández, Edith Elkind, Martin Lackner et al.*101 citations*
75. **[Weakly Supervised Learning of Part Selection Model with Spatial Constraints for Fine-Grained Image Classification ↗](https://doi.org/10.1609/aaai.v31i1.11223)**Xiangteng He, Yuxin Peng*100 citations*
76. **[Collective Deep Quantization for Efficient Cross-Modal Retrieval ↗](https://doi.org/10.1609/aaai.v31i1.11218)**Yue Cao, Mingsheng Long, Jianmin Wang et al.*98 citations*
77. **[Twin Learning for Similarity and Clustering: A Unified Kernel Approach ↗](https://doi.org/10.1609/aaai.v31i1.10853)**Zhao Kang, Chong Peng, Qiang Cheng*98 citations*
78. **[Joint Identification of Network Communities and Semantics via Integrative Modeling of Network Topologies and Node Contents ↗](https://doi.org/10.1609/aaai.v31i1.10489)**Dongxiao He, Zhiyong Feng, Di Jin et al.*97 citations*
79. **[Finding Critical Users for Social Network Engagement: The Collapsed k-Core Problem ↗](https://doi.org/10.1609/aaai.v31i1.10482)**Fan Zhang, Ying Zhang, Lu Qin et al.*95 citations*
80. **[Multiple Source Detection without Knowing the Underlying Propagation Model ↗](https://doi.org/10.1609/aaai.v31i1.10477)**Zheng Wang, Chaokun Wang, Jisheng Pei et al.*93 citations*
81. **[Factorization Bandits for Interactive Recommendation ↗](https://doi.org/10.1609/aaai.v31i1.10936)**Huazheng Wang, Qingyun Wu, Hongning Wang*92 citations*
82. **[Improving Multi-Document Summarization via Text Classification ↗](https://doi.org/10.1609/aaai.v31i1.10955)**Ziqiang Cao, Wenjie Li, Sujian Li et al.*91 citations*
83. **[Localizing by Describing: Attribute-Guided Attention Localization for Fine-Grained Recognition ↗](https://doi.org/10.1609/aaai.v31i1.11202)**Xiao Liu, Jiang Wang, Shilei Wen et al.*91 citations*
84. **[Structured Inference Networks for Nonlinear State Space Models ↗](https://doi.org/10.1609/aaai.v31i1.10779)**Rahul G. Krishnan, Uri Shalit, David A. Sontag*91 citations*
85. **[Fine-Grained Car Detection for Visual Census Estimation ↗](https://doi.org/10.1609/aaai.v31i1.11174)**Timnit Gebru, Jonathan Krause, Yilun Wang et al.*90 citations*
86. **[Text-Guided Attention Model for Image Captioning ↗](https://doi.org/10.1609/aaai.v31i1.11237)**Jonghwan Mun, Minsu Cho, Bohyung Han*90 citations*
87. **[Unit Dependency Graph and Its Application to Arithmetic Word Problem Solving](https://md.research.elamur.ai/free/en/papers/roy-2017-unit-dependency-graph-arithmetic/)**Subhro Roy, Dan Roth*90 citations · our summary*
88. **[Attentive Interactive Neural Networks for Answer Selection in Community Question Answering ↗](https://doi.org/10.1609/aaai.v31i1.11006)**Xiaodong Zhang, Sujian Li, Lei Sha et al.*88 citations*
89. **[Robsut Wrod Reocginiton via Semi-Character Recurrent Neural Network ↗](https://doi.org/10.1609/aaai.v31i1.10970)**Keisuke Sakaguchi, Kevin Duh, Matt Post et al.*88 citations*
90. **[Neural Machine Translation Advised by Statistical Machine Translation ↗](https://doi.org/10.1609/aaai.v31i1.10975)**Xing Wang, Zhengdong Lu, Zhaopeng Tu et al.*87 citations*
91. **[Alternating Back-Propagation for Generator Network ↗](https://doi.org/10.1609/aaai.v31i1.10902)**Tian Han, Yang Lu, Song Chun Zhu et al.*86 citations*
92. **[Incorporating Expert Knowledge into Keyphrase Extraction ↗](https://doi.org/10.1609/aaai.v31i1.10986)**Sujatha Das Gollapalli, Xiaoli Li, Yang Peng*86 citations*
93. **[Coherent Dialogue with Attention-Based Language Models ↗](https://doi.org/10.1609/aaai.v31i1.10961)**Hongyuan Mei, Mohit Bansal, Matthew R. Walter*84 citations*
94. **[Joint Copying and Restricted Generation for Paraphrase ↗](https://doi.org/10.1609/aaai.v31i1.10979)**Ziqiang Cao, Chuwei Luo, Wenjie Li et al.*83 citations*
95. **[Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation ↗](https://doi.org/10.1609/aaai.v31i1.10968)**Jinsong Su, Zhixing Tan, Deyi Xiong et al.*83 citations*
96. **[Best-First Width Search: Exploration and Exploitation in Classical Planning ↗](https://doi.org/10.1609/aaai.v31i1.11027)**Nir Lipovetzky, Héctor Geffner*81 citations*
97. **[Algorithms for Max-Min Share Fair Allocation of Indivisible Chores ↗](https://doi.org/10.1609/aaai.v31i1.10582)**Haris Aziz, Gerhard Rauchecker, Guido Schryen et al.*80 citations*
98. **[Landmark-Based Heuristics for Goal Recognition ↗](https://doi.org/10.1609/aaai.v31i1.11021)**Ramon Fraga Pereira, Nir Oren, Felipe Rech Meneguzzi*80 citations*
99. **[Self-Paced Multi-Task Learning ↗](https://doi.org/10.1609/aaai.v31i1.10847)**Changsheng Li, Junchi Yan, Fan Wei et al.*80 citations*
100. **[Confidence-Rated Discriminative Partial Label Learning ↗](https://doi.org/10.1609/aaai.v31i1.10775)**Caizhi Tang, Min-Ling Zhang*78 citations*

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