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Proceedings of the AAAI Conference on Artificial Intelligence 2017: all accepted papers

782 papers · page 2 of 8 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2017

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  1. Feature Selection Guided Auto-Encoder ↗Shuyang Wang, Zhengming Ding, Yun Fu78 citations
  2. SAT Competition 2016: Recent Developments ↗Tomáš Balyo, Marijn J. H. Heule, Matti J„ärvisalo78 citations
  3. Imagined Visual Representations as Multimodal Embeddings ↗Guillem Collell, Ted Zhang, Marie‐Francine Moens77 citations
  4. Incrementally Learning the Hierarchical Softmax Function for Neural Language Models ↗Hao Peng, Jianxin Li, Yangqiu Song et al.77 citations
  5. Preference Elicitation For Participatory Budgeting ↗Gerdus Benadè, Swaprava Nath, Ariel D. Procaccia et al.77 citations
  6. Recovering Concept Prerequisite Relations from University Course Dependencies ↗Chen Liang, Jianbo Ye, Zhaohui Wu et al.77 citations
  7. Mechanism-Aware Neural Machine for Dialogue Response Generation ↗Ganbin Zhou, Ping Luo, Rongyu Cao et al.76 citations
  8. Understanding the Semantic Structures of Tables with a Hybrid Deep Neural Network Architecture ↗Kyosuke Nishida, Kugatsu Sadamitsu, Ryuichiro Higashinaka et al.76 citations
  9. Online Multi-Target Tracking Using Recurrent Neural Networks ↗Anton Milan, S. Hamid Rezatofighi, Anthony Dick et al.75 citations
  10. Multiple Kernel k-Means with Incomplete Kernels ↗Xinwang Liu, Miaomiao Li, Lei Wang et al.74 citations
  11. A Position-Biased PageRank Algorithm for Keyphrase Extraction ↗Corina Florescu, Cornelia Caragea73 citations
  12. Fine-Grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images ↗Xin Yang, Lequan Yu, Ling‐Yun Wu et al.73 citations
  13. Non-Deterministic Planning with Temporally Extended Goals: LTL over Finite and Infinite Traces ↗Alberto Camacho, Eleni Triantafillou, Christian Muise et al.73 citations
  14. Grounded Action Transformation for Robot Learning in Simulation ↗Josiah P. Hanna, Peter Stone72 citations
  15. Non-Rigid Point Set Registration with Robust Transformation Estimation under Manifold Regularization ↗Jiayi Ma, Ji Yin Zhao, Junjun Jiang et al.71 citations
  16. Solving High-Dimensional Multi-Objective Optimization Problems with Low Effective Dimensions ↗Hong Qian, Yang Yu71 citations
  17. Nonlinear Dynamic Boltzmann Machines for Time-Series Prediction ↗Sakyasingha Dasgupta, Takayuki Osogami70 citations
  18. Cross-View People Tracking by Scene-Centered Spatio-Temporal Parsing ↗Yuanlu Xu, Xiaobai Liu, Lei Qin et al.69 citations
  19. Low-Rank Linear Cold-Start Recommendation from Social Data ↗Suvash Sedhain, Aditya Krishna Menon, Scott Sanner et al.69 citations
  20. Automatic Curriculum Graph Generation for Reinforcement Learning Agents ↗Maxwell Svetlik, Matteo Leonetti, Jivko Sinapov et al.68 citations
  21. Compressed K-Means for Large-Scale Clustering ↗Xiaobo Shen, Weiwei Liu, Ivor Wai-Hung Tsang et al.68 citations
  22. Crowdsensing Air Quality with Camera-Enabled Mobile Devices ↗Zhengxiang Pan, Han Yu, Chunyan Miao et al.68 citations
  23. Deep Correlated Metric Learning for Sketch-based 3D Shape Retrieval ↗Guoxian Dai, Jin Xie, Fan Zhu et al.68 citations
  24. Multiclass Capped ℓp-Norm SVM for Robust Classifications ↗Feiping Nie, Xiaoqian Wang, Heng Huang68 citations
  25. An Exact Algorithm for the Maximum Weight Clique Problem in Large Graphs ↗Hua Jiang, Chu-Min Li, Felip Manyà67 citations
  26. Combining Satellite Imagery and Open Data to Map Road Safety ↗Alameen Najjar, Shun’ichi Kaneko, Yoshikazu Miyanaga67 citations
  27. Depth CNNs for RGB-D Scene Recognition: Learning from Scratch Better than Transferring from RGB-CNNs ↗Xinhang Song, Luis Herranz, Shuqiang Jiang66 citations
  28. Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding ↗Zemin Liu, Vincent Wenchen Zheng, Zhou Li Zhao et al.66 citations
  29. Catch’Em All: Locating Multiple Diffusion Sources in Networks with Partial Observations ↗Kai Zhu, Zhen Chen, Lei Ying65 citations
  30. Improving Event Causality Recognition with Multiple Background Knowledge Sources Using Multi-Column Convolutional Neural Networks ↗Canasai Kruengkrai, Kentaro Torisawa, Chikara Hashimoto et al.65 citations
  31. Moral Decision Making Frameworks for Artificial Intelligence ↗Vincent Conitzer, Walter P. Sinnott-Armstrong, Jana Schaich Borg et al.65 citations
  32. Streaming Classification with Emerging New Class by Class Matrix Sketching ↗Xin Mu, Feida Zhu, Juan Du et al.65 citations
  33. Regularized Diffusion Process for Visual Retrieval ↗Song Bai, Xiang Bai, Qi Tian et al.64 citations
  34. Learning Safe Prediction for Semi-Supervised Regression ↗Yu-Feng Li, Hanwen Zha, Zhi‐Hua Zhou63 citations
  35. Image Cosegmentation via Saliency-Guided Constrained Clustering with Cosine Similarity ↗Zhiqiang Tao, Hongfu Liu, Huazhu Fu et al.62 citations
  36. Large Graph Hashing with Spectral Rotation ↗Xuelong Li, Di Hu, Feiping Nie62 citations
  37. Reference Based LSTM for Image Captioning ↗Minghai Chen, Guiguang Ding, Sicheng Zhao et al.62 citations
  38. Transfer Reinforcement Learning with Shared Dynamics ↗Romain Laroche, Merwan Barlier62 citations
  39. ICU Mortality Prediction: A Classification Algorithm for Imbalanced Datasets ↗Sakyajit Bhattacharya, Vaibhav Rajan, Harsh Shrivastava61 citations
  40. Growing Interpretable Part Graphs on ConvNets via Multi-Shot Learning ↗Quanshi Zhang, Ruiming Cao, Ying Nian Wu et al.60 citations
  41. Automated Negotiating Agents Competition (ANAC) ↗Catholijn M. Jonker, Reyhan Aydoğan, Tim Baarslag et al.59 citations
  42. Learning Latent Sentiment Scopes for Entity-Level Sentiment Analysis ↗Hao Li, Wei Lu59 citations
  43. Ontology-Based Data Access with a Horn Fragment of Metric Temporal Logic ↗Sebastian Brandt, Elem Güzel Kalaycı, Roman Kontchakov et al.59 citations
  44. Why Teaching Ethics to AI Practitioners Is Important ↗Judy Goldsmith, Emanuelle Burton59 citations
  45. Cascade Subspace Clustering ↗Xi Peng, Jiashi Feng, Jiwen Lu et al.58 citations
  46. Learning Sparse Task Relations in Multi-Task Learning ↗Yu Zhang, Qiang Yang58 citations
  47. Relational Deep Learning: A Deep Latent Variable Model for Link Prediction ↗Hao Wang, Xingjian Shi, Dit‐Yan Yeung58 citations
  48. Balanced Clustering with Least Square Regression ↗Hanyang Liu, Junwei Han, Feiping Nie et al.57 citations
  49. Incorporating Knowledge Graph Embeddings into Topic Modeling ↗Liang Yao, Yin Zhang⋆, Baogang Wei et al.57 citations
  50. Let Your Photos Talk: Generating Narrative Paragraph for Photo Stream via Bidirectional Attention Recurrent Neural Networks ↗Yu Liu, Jianlong Fu, Tao Mei et al.57 citations
  51. Multitask Dyadic Prediction and Its Application in Prediction of Adverse Drug-Drug Interaction ↗Bo Jin, Haoyu Yang, Cao Xiao et al.57 citations
  52. Psychological Forest: Predicting Human Behavior ↗Ori Plonsky, Ido Erev, Tamir Hazan et al.57 citations
  53. Salience Estimation via Variational Auto-Encoders for Multi-Document Summarization ↗Piji Li, Zihao Wang, Wai Pang Lam et al.56 citations
  54. Dynamic Action Repetition for Deep Reinforcement Learning ↗Aravind S. Lakshminarayanan, Sahil Sharma, Balaraman Ravindran55 citations
  55. Mechanism Design in Social Networks ↗Bin Li, Dong Hao, Dengji Zhao et al.55 citations
  56. Non-Parametric Estimation of Multiple Embeddings for Link Prediction on Dynamic Knowledge Graphs ↗Yi Tay, Anh Luu, Siu Cheung Hui55 citations
  57. What Happens Next? Future Subevent Prediction Using Contextual Hierarchical LSTM ↗Linmei Hu, Juanzi Li, Liqiang Nie et al.55 citations
  58. Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning ↗Zhou Li Zhao, Hanqing Lu, Vincent Wenchen Zheng et al.54 citations
  59. Radon – Rapid Discovery of Topological Relations ↗Mohamed Ahmed Sherif, Kevin Dreßler, Panayiotis Smeros et al.54 citations
  60. Transfer Learning for Deep Learning on Graph-Structured Data ↗Jaekoo Lee, Hyunjae Kim, Jongsun Lee et al.54 citations
  61. Maximizing the Probability of Arriving on Time: A Practical Q-Learning Method ↗Zhiguang Cao, Hongliang Guo, Jie Zhang et al.53 citations
  62. Multiset Feature Learning for Highly Imbalanced Data Classification ↗Fei Wu, Xiao‐Yuan Jing, Shiguang Shan et al.53 citations
  63. Sequential Classification-Based Optimization for Direct Policy Search ↗Yi-Qi Hu, Hong Qian, Yang Yu53 citations
  64. Towards Better Understanding the Clothing Fashion Styles: A Multimodal Deep Learning Approach ↗Yihui Ma, Jia Jia, Suping Zhou et al.53 citations
  65. An Exact Penalty Method for Binary Optimization Based on MPEC Formulation ↗Ganzhao Yuan, Bernard Ghanem51 citations
  66. Asymmetric Discrete Graph Hashing ↗Xiaoshuang Shi, Fuyong Xing, Kaidi Xu et al.51 citations
  67. Bayesian Neural Word Embedding ↗Oren Barkan51 citations
  68. Efficiently Answering Technical Questions — A Knowledge Graph Approach ↗Shuo Yang, Lei Zou, Zhongyuan Wang et al.51 citations
  69. Building an End-to-End Spatial-Temporal Convolutional Network for Video Super-Resolution ↗Jun Guo, Hongyang Chao50 citations
  70. Efficient Dependency-Guided Named Entity Recognition ↗Zhanming Jie, Aldrian Obaja Muis, Wei Lu50 citations
  71. Marrying Uncertainty and Time in Knowledge Graphs ↗Melisachew Wudage Chekol, Giuseppe Pirrò, Joerg Schoenfisch et al.50 citations
  72. Robust MIL-Based Feature Template Learning for Object Tracking ↗Xiangyuan Lan, Pong Chi Yuen, Rama Chellappa50 citations
  73. Unsupervised Learning of Evolving Relationships Between Literary Characters ↗Snigdha Chaturvedi, Mohit Iyyer, Hal Daumé50 citations
  74. Correlated Cascades: Compete or Cooperate ↗Ali Zarezade, Ali Khodadadi, Mehrdad Farajtabar et al.49 citations
  75. Deep Learning for Fixed Model Reuse ↗Yang Yang, De‐Chuan Zhan, Ying Fan et al.49 citations
  76. Fast Generalized Distillation for Semi-Supervised Domain Adaptation ↗Shuang Ao, Xiang Li, Charles X. Ling49 citations
  77. Heuristic Search Value Iteration for One-Sided Partially Observable Stochastic Games ↗Karel Horák, Branislav Bošanský, Michal Pěchouček49 citations
  78. Predicting Soccer Highlights from Spatio-Temporal Match Event Streams ↗Tom Decroos, Vladimir Dzyuba, Jan Van Haaren et al.49 citations
  79. On Predictive Patent Valuation: Forecasting Patent Citations and Their Types ↗Xin Liu, Junchi Yan, Shuai Xiao et al.48 citations
  80. Addressing Imbalance in Multi-Label Classification Using Structured Hellinger Forests ↗Zachary Daniels, Dimitris Metaxas47 citations
  81. Data-Driven Approximations to NP-Hard Problems ↗Anton Milan, S. Hamid Rezatofighi, Ravi Garg et al.47 citations
  82. Deep Manifold Learning of Symmetric Positive Definite Matrices with Application to Face Recognition ↗Zhen Dong, Su Jia, Chi Zhang et al.47 citations
  83. Multi-Robot Allocation of Tasks with Temporal and Ordering Constraints ↗Maria L. Gini47 citations
  84. Recovering True Classifier Performance in Positive-Unlabeled Learning ↗Shantanu Jain, Martha White, Predrag Radivojac A47 citations
  85. Unsupervised Learning of Multi-Level Descriptors for Person Re-Identification ↗Yang Yang, Longyin Wen, Siwei Lyu et al.47 citations
  86. Discrete Personalized Ranking for Fast Collaborative Filtering from Implicit Feedback ↗Yan Zhang, Defu Lian, Guowu Yang46 citations
  87. Explicit Defense Actions Against Test-Set Attacks ↗Scott Alfeld, Xiaojin Zhu, Paul Barford46 citations
  88. Self-Paced Learning: An Implicit Regularization Perspective ↗Yanbo Fan, Ran He, Jian Liang et al.46 citations
  89. Treatment Effect Estimation with Data-Driven Variable Decomposition ↗Kun Kuang, Peng Cui, Bo Li et al.46 citations
  90. Word Embedding Based Correlation Model for Question/Answer Matching ↗Yikang Shen, Wenge Rong, Nan Jiang et al.46 citations
  91. Add Data into Business Process Verification: Bridging the Gap between Theory and Practice ↗Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini et al.45 citations
  92. An Analysis of Monte Carlo Tree Search ↗Steven D. James, George Konidaris, Benjamin Rosman45 citations
  93. Enumerate Lasso Solutions for Feature Selection ↗Satoshi Hara, Takanori Maehara45 citations
  94. Machine Learning for Entity Coreference Resolution: A Retrospective Look at Two Decades of Research ↗Vincent Ng45 citations
  95. Selecting Sequences of Items via Submodular Maximization ↗Sebastian Tschiatschek, Adish Kumar Singla, Andreas Krause45 citations
  96. Collaborative Dynamic Sparse Topic Regression with User Profile Evolution for Item Recommendation ↗Li Fu Gao, Jia Xin Wu, Chuan De Zhou et al.44 citations
  97. Counting-Based Reliability Estimation for Power-Transmission Grids ↗Leonardo Dueñas‐Osorio, Kuldeep S. Meel, Roger Paredes et al.44 citations
  98. Unsupervised Sentiment Analysis with Signed Social Networks ↗Kewei Cheng, Jundong Li, Jiliang Tang et al.44 citations
  99. Vote Until Two of You Agree: Mechanisms with Small Distortion and Sample Complexity ↗Stephen Gross, Elliot Anshelevich, Lirong Xia44 citations
  100. Accelerated Variance Reduced Stochastic ADMM ↗Yuanyuan Liu, Fanhua Shang, James Sheung-Chak Cheng43 citations

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