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title: "Proceedings of the AAAI Conference on Artificial Intelligence"
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# Proceedings of the AAAI Conference on Artificial Intelligence 2016: all accepted papers

690 papers · page 1 of 7 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2016](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2016/)

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1. **[Deep Reinforcement Learning with Double Q-Learning ↗](https://doi.org/10.1609/aaai.v30i1.10295)**Hado P. van Hasselt, Arthur Guez, David Silver*3,279 citations*
2. **[Return of Frustratingly Easy Domain Adaptation ↗](https://doi.org/10.1609/aaai.v30i1.10306)**Baochen Sun, Jiashi Feng, Kate Saenko*1,878 citations*
3. **[Character-Aware Neural Language Models](https://md.research.elamur.ai/free/en/papers/kim-2015-character-aware-neural-language-models/)**Yoon Kim, Yacine Jernite, David A. Sontag et al.*1,491 citations · our summary*
4. **[Deep Neural Networks for Learning Graph Representations ↗](https://doi.org/10.1609/aaai.v30i1.10179)**Shaosheng Cao, Wei Lu, Qiongkai Xu*1,014 citations*
5. **[VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback ↗](https://doi.org/10.1609/aaai.v30i1.9973)**Ruining He, Julian McAuley*992 citations*
6. **[Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts ↗](https://doi.org/10.1609/aaai.v30i1.9971)**Qiang Liu, Shu Wu, Liang Wang et al.*975 citations*
7. **[Co-Occurrence Feature Learning for Skeleton Based Action Recognition Using Regularized Deep LSTM Networks ↗](https://doi.org/10.1609/aaai.v30i1.10451)**Wentao Zhu, Cuiling Lan, Junliang Xing et al.*915 citations*
8. **[Siamese Recurrent Architectures for Learning Sentence Similarity ↗](https://doi.org/10.1609/aaai.v30i1.10350)**Jonas Mueller, Aditya Thyagarajan*902 citations*
9. **[The Constrained Laplacian Rank Algorithm for Graph-Based Clustering ↗](https://doi.org/10.1609/aaai.v30i1.10302)**Feiping Nie, Xiaoqian Wang, Michael I. Jordan et al.*837 citations*
10. **[Representation Learning of Knowledge Graphs with Entity Descriptions ↗](https://doi.org/10.1609/aaai.v30i1.10329)**Ruobing Xie, Zhiyuan Liu, Jia Jia et al.*702 citations*
11. **[Convolutional Neural Networks over Tree Structures for Programming Language Processing ↗](https://doi.org/10.1609/aaai.v30i1.10139)**Lili Mou, Ge Li, Lu Zhang et al.*675 citations*
12. **[Deep Hashing Network for Efficient Similarity Retrieval ↗](https://doi.org/10.1609/aaai.v30i1.10235)**Han Zhu, Mingsheng Long, Jianmin Wang et al.*645 citations*
13. **[Holographic Embeddings of Knowledge Graphs ↗](https://doi.org/10.1609/aaai.v30i1.10314)**Maximilian Nickel, Lorenzo Rosasco, Tomaso Poggio*553 citations*
14. **[Text Matching as Image Recognition ↗](https://doi.org/10.1609/aaai.v30i1.10341)**Liang Pang, Yanyan Lan, Jiafeng Guo et al.*526 citations*
15. **[Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping ↗](https://doi.org/10.1609/aaai.v30i1.9906)**Sang Michael Xie, Neal Jean, Marshall Burke et al.*455 citations*
16. **[Knowledge Graph Completion with Adaptive Sparse Transfer Matrix ↗](https://doi.org/10.1609/aaai.v30i1.10089)**Guoliang Ji, Kang Liu, Shizhu He et al.*425 citations*
17. **[News Verification by Exploiting Conflicting Social Viewpoints in Microblogs ↗](https://doi.org/10.1609/aaai.v30i1.10382)**Zhiwei Jin, Juan Cao, Yongdong Zhang et al.*364 citations*
18. **[Building a Large Scale Dataset for Image Emotion Recognition: The Fine Print and The Benchmark ↗](https://doi.org/10.1609/aaai.v30i1.9987)**Quanzeng You, Jiebo Luo, Hailin Jin et al.*348 citations*
19. **[A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations ↗](https://doi.org/10.1609/aaai.v30i1.10342)**Shengxian Wan, Yanyan Lan, Jiafeng Guo et al.*322 citations*
20. **[Unsupervised Feature Selection with Structured Graph Optimization ↗](https://doi.org/10.1609/aaai.v30i1.10168)**Feiping Nie, Wei Dong Zhu, Xuelong Li*321 citations*
21. **[Affective Personalization of a Social Robot Tutor for Children’s Second Language Skills ↗](https://doi.org/10.1609/aaai.v30i1.9914)**Goren Gordon, Samuel Spaulding, Jacqueline M. Kory-Westlund et al.*315 citations*
22. **[On the Performance of GoogLeNet and AlexNet Applied to Sketches ↗](https://doi.org/10.1609/aaai.v30i1.10171)**Pedro L. Ballester, Ricardo Araújo*308 citations*
23. **[Gated Neural Networks for Targeted Sentiment Analysis ↗](https://doi.org/10.1609/aaai.v30i1.10380)**Meishan Zhang, Yue Zhang, Duy-Tin Vo*304 citations*
24. **[Reading Scene Text in Deep Convolutional Sequences ↗](https://doi.org/10.1609/aaai.v30i1.10465)**Pan Li He, Weilin Huang, Yu Qiao et al.*300 citations*
25. **[Learning to Branch in Mixed Integer Programming ↗](https://doi.org/10.1609/aaai.v30i1.10080)**Elias B. Khalil, Pierre Le Bodic, Le Song et al.*298 citations*
26. **[Column Sampling Based Discrete Supervised Hashing ↗](https://doi.org/10.1609/aaai.v30i1.10176)**Wang-Cheng Kang, Wu-Jun Li, Zhi‐Hua Zhou*295 citations*
27. **[Fortune Teller: Predicting Your Career Path ↗](https://doi.org/10.1609/aaai.v30i1.9969)**Ye Liu, Luming Zhang, Liqiang Nie et al.*258 citations*
28. **[Mitosis Detection in Breast Cancer Histology Images via Deep Cascaded Networks ↗](https://doi.org/10.1609/aaai.v30i1.10140)**Hao Chen, Qi Dou, Xi Wang et al.*255 citations*
29. **[Learning to Answer Questions from Image Using Convolutional Neural Network ↗](https://doi.org/10.1609/aaai.v30i1.10442)**Lin Ma, Zhengdong Lu, Hang Li*253 citations*
30. **[STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation ↗](https://doi.org/10.1609/aaai.v30i1.9986)**Shenglin Zhao, Tong Zhao, Haiqin Yang et al.*241 citations*
31. **[IRobot: Teaching the Basics of Artificial Intelligence in High Schools ↗](https://doi.org/10.1609/aaai.v30i1.9864)**Harald Burgsteiner, Martin Kandlhofer, Gerald Steinbauer*233 citations*
32. **[Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks ↗](https://doi.org/10.1609/aaai.v30i1.10200)**Chunyuan Li, Changyou Chen, David Carlson et al.*228 citations*
33. **[Learning Deep Representation from Big and Heterogeneous Data for Traffic Accident Inference ↗](https://doi.org/10.1609/aaai.v30i1.10011)**Quanjun Chen, Xuan Song, Harutoshi Yamada et al.*225 citations*
34. **[Deep Quantization Network for Efficient Image Retrieval ↗](https://doi.org/10.1609/aaai.v30i1.10455)**Yue Cao, Mingsheng Long, Jianmin Wang et al.*216 citations*
35. **[Differential Privacy Preservation for Deep Auto-Encoders: an Application of Human Behavior Prediction ↗](https://doi.org/10.1609/aaai.v30i1.10165)**NhatHai Phan, Yue Wang, Xintao Wu et al.*215 citations*
36. **[SentiCap: Generating Image Descriptions with Sentiments ↗](https://doi.org/10.1609/aaai.v30i1.10475)**Alexander Mathews, Lexing Xie, Xuming He*213 citations*
37. **[Recognizing Complex Activities by a Probabilistic Interval-Based Model ↗](https://doi.org/10.1609/aaai.v30i1.10155)**Li Liu, Li Cheng, Ye Liu et al.*202 citations*
38. **[Data Poisoning Attacks against Autoregressive Models ↗](https://doi.org/10.1609/aaai.v30i1.10237)**Scott Alfeld, Xiaojin Zhu, Paul Barford*200 citations*
39. **[Face Model Compression by Distilling Knowledge from Neurons ↗](https://doi.org/10.1609/aaai.v30i1.10449)**Ping Luo, Zhenyao Zhu, Ziwei Liu et al.*199 citations*
40. **[Semantic Community Identification in Large Attribute Networks ↗](https://doi.org/10.1609/aaai.v30i1.9977)**Xiao Wang, Di Jin, Xiaochun Cao et al.*198 citations*
41. **[Deep Learning with S-Shaped Rectified Linear Activation Units ↗](https://doi.org/10.1609/aaai.v30i1.10287)**Xiaojie Jin, Chunyan Xu, Jiashi Feng et al.*194 citations*
42. **[Online ARIMA Algorithms for Time Series Prediction ↗](https://doi.org/10.1609/aaai.v30i1.10257)**Chenghao Liu, Steven C. H. Hoi, Peilin Zhao et al.*191 citations*
43. **["8 Amazing Secrets for Getting More Clicks": Detecting Clickbaits in News Streams Using Article Informality ↗](https://doi.org/10.1609/aaai.v30i1.9966)**Prakhar Biyani, Kostas Tsioutsiouliklis, John Blackmer*187 citations*
44. **[Deploying PAWS: Field Optimization of the Protection Assistant for Wildlife Security ↗](https://doi.org/10.1609/aaai.v30i2.19070)**Fei Fang, Thanh H. Nguyen, Rob Stuart Alexander Pickles et al.*186 citations*
45. **[Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences ↗](https://doi.org/10.1609/aaai.v30i1.10364)**Hongyuan Mei, Mohit Bansal, Matthew R. Walter*180 citations*
46. **[General Video Game AI: Competition, Challenges and Opportunities ↗](https://doi.org/10.1609/aaai.v30i1.9869)**Diego Pérez-Liébana, Spyridon Samothrakis, Julian Togelius et al.*175 citations*
47. **[SAND: Semi-Supervised Adaptive Novel Class Detection and Classification over Data Stream ↗](https://doi.org/10.1609/aaai.v30i1.10283)**Ahsanul Haque, Latifur R. Khan, Michael Baron*168 citations*
48. **[Inferring a Personalized Next Point-of-Interest Recommendation Model with Latent Behavior Patterns ↗](https://doi.org/10.1609/aaai.v30i1.9994)**Jing He, Xin Li, Lejian Liao et al.*167 citations*
49. **[Reinforcement Learning with Parameterized Actions ↗](https://doi.org/10.1609/aaai.v30i1.10226)**Warwick Masson, Pravesh Ranchod, George Konidaris*165 citations*
50. **[Learning Statistical Scripts with LSTM Recurrent Neural Networks ↗](https://doi.org/10.1609/aaai.v30i1.10347)**Karl Pichotta, Raymond J. Mooney*164 citations*
51. **[What Happens Next? Event Prediction Using a Compositional Neural Network Model ↗](https://doi.org/10.1609/aaai.v30i1.10344)**Mark Granroth-Wilding, Stephen Clark*156 citations*
52. **[Multiple Kernel k-Means Clustering with Matrix-Induced Regularization ↗](https://doi.org/10.1609/aaai.v30i1.10249)**Xinwang Liu, Yong Dou, Jianping Yin et al.*148 citations*
53. **[Deep Contextual Networks for Neuronal Structure Segmentation ↗](https://doi.org/10.1609/aaai.v30i1.10141)**Hao Chen, Xiao Qi, Jie Cheng et al.*146 citations*
54. **[Submodular Optimization with Routing Constraints ↗](https://doi.org/10.1609/aaai.v30i1.10066)**Haifeng Zhang, Yevgeniy Vorobeychik*146 citations*
55. **[On the Depth of Deep Neural Networks: A Theoretical View ↗](https://doi.org/10.1609/aaai.v30i1.10243)**Shizhao Sun, Wei Chen, Liwei Wang et al.*142 citations*
56. **[Context-Sensitive Twitter Sentiment Classification Using Neural Network ↗](https://doi.org/10.1609/aaai.v30i1.9974)**Yafeng Ren, Yue Zhang, Meishan Zhang et al.*141 citations*
57. **[Combining Retrieval, Statistics, and Inference to Answer Elementary Science Questions ↗](https://doi.org/10.1609/aaai.v30i1.10325)**Peter E. Clark, Oren Etzioni, Tushar Khot et al.*138 citations*
58. **[Improving Opinion Aspect Extraction Using Semantic Similarity and Aspect Associations ↗](https://doi.org/10.1609/aaai.v30i1.10373)**Qian Liu, Bing Liu, Yuanlin Zhang et al.*138 citations*
59. **[Multi-Agent Path Finding with Payload Transfers and the Package-Exchange Robot-Routing Problem ↗](https://doi.org/10.1609/aaai.v30i1.10409)**Hang Ma, Craig A. Tovey, Guni Sharon et al.*134 citations*
60. **[Multi-Label Manifold Learning ↗](https://doi.org/10.1609/aaai.v30i1.10258)**Peng Hou, Xin Geng, Min-Ling Zhang*132 citations*
61. **[How Important Is Weight Symmetry in Backpropagation? ↗](https://doi.org/10.1609/aaai.v30i1.10279)**Qianli Liao, Joel Z. Leibo, Tomaso Poggio*131 citations*
62. **[Natural Language Processing for Enhancing Teaching and Learning ↗](https://doi.org/10.1609/aaai.v30i1.9879)**Diane J. Litman*121 citations*
63. **[Approximate K-Means++ in Sublinear Time ↗](https://doi.org/10.1609/aaai.v30i1.10259)**Olivier Bachem, Mario Lučić, Hamed Hassani et al.*118 citations*
64. **[Improved Neural Machine Translation with SMT Features ↗](https://doi.org/10.1609/aaai.v30i1.9983)**Wei Ping He, Zhongjun He, Hua Ren Wu et al.*115 citations*
65. **[Unsupervised Lexical Simplification for Non-Native Speakers ↗](https://doi.org/10.1609/aaai.v30i1.9885)**Gustavo Henrique Paetzold, Lucia Specia*114 citations*
66. **[Improving Twitter Sentiment Classification Using Topic-Enriched Multi-Prototype Word Embeddings ↗](https://doi.org/10.1609/aaai.v30i1.10370)**Yafeng Ren, Yue Zhang, Meishan Zhang et al.*113 citations*
67. **[Unfolding Temporal Dynamics: Predicting Social Media Popularity Using Multi-scale Temporal Decomposition ↗](https://doi.org/10.1609/aaai.v30i1.9970)**Bo Wu, Tao Mei, Wen-Huang Cheng et al.*110 citations*
68. **[Implicit Discourse Relation Classification via Multi-Task Neural Networks](https://md.research.elamur.ai/free/en/papers/liu-2016-implicit-discourse-relation-classification-multi/)**Yang Liu, Sujian Li, Xiaodong Zhang et al.*108 citations · our summary*
69. **[Online Cross-Modal Hashing for Web Image Retrieval ↗](https://doi.org/10.1609/aaai.v30i1.9982)**Liang Xie, Jialie Shen, Lei Zhu*104 citations*
70. **[Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models](https://md.research.elamur.ai/free/en/papers/serban-2015-building-end-end-dialogue-systems/)**Iulian Vlad Serban, Alessandro Sordoni, Yoshua Bengio et al.*103 citations · our summary*
71. **[Recommendation with Social Dimensions ↗](https://doi.org/10.1609/aaai.v30i1.9976)**Jiliang Tang, Suhang Wang, Xia Hu et al.*103 citations*
72. **[Transductive Zero-Shot Recognition via Shared Model Space Learning ↗](https://doi.org/10.1609/aaai.v30i1.10448)**Yuchen Guo, Guiguang Ding, Xiaoming Jin et al.*101 citations*
73. **[A Comparative Study of Ranking-Based Semantics for Abstract Argumentation ↗](https://doi.org/10.1609/aaai.v30i1.10116)**Elise Bonzon A, Jérôme Delobelle, Sébastien Konieczny et al.*99 citations*
74. **[Top-N Recommender System via Matrix Completion ↗](https://doi.org/10.1609/aaai.v30i1.9967)**Zhao Kang, Chong Peng, Qiang Cheng*98 citations*
75. **[Two Efficient Local Search Algorithms for Maximum Weight Clique Problem ↗](https://doi.org/10.1609/aaai.v30i1.10067)**Yiyuan Wang, Shaowei Cai, Minghao Yin*95 citations*
76. **[A Representation Learning Framework for Multi-Source Transfer Parsing ↗](https://doi.org/10.1609/aaai.v30i1.10352)**Jiang Hong Guo, Wanxiang Che, David Yarowsky et al.*93 citations*
77. **[Deep Tracking: Seeing Beyond Seeing Using Recurrent Neural Networks ↗](https://doi.org/10.1609/aaai.v30i1.10413)**Peter Ondrúška, Ingmar Posner*93 citations*
78. **[Look, Listen and Learn — A Multimodal LSTM for Speaker Identification ↗](https://doi.org/10.1609/aaai.v30i1.10471)**Jimmy Ren, Yongtao Hu, Yu‐Wing Tai et al.*91 citations*
79. **[Relational Knowledge Transfer for Zero-Shot Learning ↗](https://doi.org/10.1609/aaai.v30i1.10195)**Donghui Wang, Yanan Li, Yuetan Lin et al.*91 citations*
80. **[Semisupervised Autoencoder for Sentiment Analysis ↗](https://doi.org/10.1609/aaai.v30i1.10159)**Shuangfei Zhai, Zhongfei Mark Zhang*90 citations*
81. **[Locally Adaptive Translation for Knowledge Graph Embedding ↗](https://doi.org/10.1609/aaai.v30i1.10091)**Yantao Jia, Yuanzhuo Wang, Hailun Lin et al.*88 citations*
82. **[Learning the Preferences of Ignorant, Inconsistent Agents ↗](https://doi.org/10.1609/aaai.v30i1.10010)**Owain Evans, Andreas Stuhlmüller, Noah D. Goodman*87 citations*
83. **[Addressing a Question Answering Challenge by Combining Statistical Methods with Inductive Rule Learning and Reasoning ↗](https://doi.org/10.1609/aaai.v30i1.10354)**Arindam Mitra, Chitta R. Baral*85 citations*
84. **[Community-Based Question Answering via Heterogeneous Social Network Learning ↗](https://doi.org/10.1609/aaai.v30i1.9972)**Hanyin Fang, Fei Qing Wu, Zhou Li Zhao et al.*84 citations*
85. **[Derivative-Free Optimization via Classification ↗](https://doi.org/10.1609/aaai.v30i1.10289)**Yang Yu, Hong Qian, Yi-Qi Hu*84 citations*
86. **[Efficient Macroscopic Urban Traffic Models for Reducing Congestion: A PDDL+ Planning Approach ↗](https://doi.org/10.1609/aaai.v30i1.10399)**Mauro Vallati, Daniele Magazzeni, Bart De Schutter et al.*84 citations*
87. **[When Can the Maximin Share Guarantee Be Guaranteed? ↗](https://doi.org/10.1609/aaai.v30i1.10041)**David Kurokawa, Ariel D. Procaccia, Junxing Wang*82 citations*
88. **[Text Classification with Heterogeneous Information Network Kernels ↗](https://doi.org/10.1609/aaai.v30i1.10297)**Chenguang Wang, Yangqiu Song, Haoran Li et al.*81 citations*
89. **[Robust Multi-View Subspace Learning through Dual Low-Rank Decompositions ↗](https://doi.org/10.1609/aaai.v30i1.10148)**Zhengming Ding, Yun Fu*77 citations*
90. **[Efficient Learning of Timeseries Shapelets ↗](https://doi.org/10.1609/aaai.v30i1.10178)**Lu Hou, James Tin-Yau Kwok, Jacek M. Żurada*75 citations*
91. **[Learning Cross-Domain Neural Networks for Sketch-Based 3D Shape Retrieval ↗](https://doi.org/10.1609/aaai.v30i1.10444)**Fan Zhu, Jin Xie, Yi Fang*75 citations*
92. **[Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition ↗](https://doi.org/10.1609/aaai.v30i1.10466)**Chuang Gan, Ming Lin, Yi Ping Yang et al.*74 citations*
93. **[Multi-Stage Multi-Task Learning with Reduced Rank ↗](https://doi.org/10.1609/aaai.v30i1.10261)**Lei Han, Yu Zhang*72 citations*
94. **[Argument Mining from Speech: Detecting Claims in Political Debates ↗](https://doi.org/10.1609/aaai.v30i1.10384)**Marco Lippi, Paolo Torroni*71 citations*
95. **[Exponential Recency Weighted Average Branching Heuristic for SAT Solvers ↗](https://doi.org/10.1609/aaai.v30i1.10439)**Liang Jia, Vijay Ganesh, Pascal Poupart et al.*71 citations*
96. **[Learning Step Size Controllers for Robust Neural Network Training ↗](https://doi.org/10.1609/aaai.v30i1.10187)**Christian Daniel, Jonathan Taylor, Sebastian Nowozin*71 citations*
97. **[Instructable Intelligent Personal Agent ↗](https://doi.org/10.1609/aaai.v30i1.10357)**Amos Azaria, Jayant Krishnamurthy, Tom M. Mitchell*70 citations*
98. **[Coupled Dictionary Learning for Unsupervised Feature Selection ↗](https://doi.org/10.1609/aaai.v30i1.10239)**Pengfei Zhu, Qinghua Hu, Changqing Zhang et al.*69 citations*
99. **[Large Scale Similarity Learning Using Similar Pairs for Person Verification ↗](https://doi.org/10.1609/aaai.v30i1.10459)**Yang Yang, Shengcai Liao, Zhen Lei et al.*69 citations*
100. **[A Probabilistic Soft Logic Based Approach to Exploiting Latent and Global Information in Event Classification ↗](https://doi.org/10.1609/aaai.v30i1.10375)**Shulin Liu, Kang Liu, Shizhu He et al.*66 citations*

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