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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](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2017/)

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101. **[Feature Selection Guided Auto-Encoder ↗](https://doi.org/10.1609/aaai.v31i1.10811)**Shuyang Wang, Zhengming Ding, Yun Fu*78 citations*
102. **[SAT Competition 2016: Recent Developments ↗](https://doi.org/10.1609/aaai.v31i1.10641)**Tomáš Balyo, Marijn J. H. Heule, Matti J„ärvisalo*78 citations*
103. **[Imagined Visual Representations as Multimodal Embeddings ↗](https://doi.org/10.1609/aaai.v31i1.11155)**Guillem Collell, Ted Zhang, Marie‐Francine Moens*77 citations*
104. **[Incrementally Learning the Hierarchical Softmax Function for Neural Language Models ↗](https://doi.org/10.1609/aaai.v31i1.10994)**Hao Peng, Jianxin Li, Yangqiu Song et al.*77 citations*
105. **[Preference Elicitation For Participatory Budgeting ↗](https://doi.org/10.1609/aaai.v31i1.10563)**Gerdus Benadè, Swaprava Nath, Ariel D. Procaccia et al.*77 citations*
106. **[Recovering Concept Prerequisite Relations from University Course Dependencies ↗](https://doi.org/10.1609/aaai.v31i1.10550)**Chen Liang, Jianbo Ye, Zhaohui Wu et al.*77 citations*
107. **[Mechanism-Aware Neural Machine for Dialogue Response Generation ↗](https://doi.org/10.1609/aaai.v31i1.10976)**Ganbin Zhou, Ping Luo, Rongyu Cao et al.*76 citations*
108. **[Understanding the Semantic Structures of Tables with a Hybrid Deep Neural Network Architecture ↗](https://doi.org/10.1609/aaai.v31i1.10484)**Kyosuke Nishida, Kugatsu Sadamitsu, Ryuichiro Higashinaka et al.*76 citations*
109. **[Online Multi-Target Tracking Using Recurrent Neural Networks ↗](https://doi.org/10.1609/aaai.v31i1.11194)**Anton Milan, S. Hamid Rezatofighi, Anthony Dick et al.*75 citations*
110. **[Multiple Kernel k-Means with Incomplete Kernels ↗](https://doi.org/10.1609/aaai.v31i1.10893)**Xinwang Liu, Miaomiao Li, Lei Wang et al.*74 citations*
111. **[A Position-Biased PageRank Algorithm for Keyphrase Extraction ↗](https://doi.org/10.1609/aaai.v31i1.11082)**Corina Florescu, Cornelia Caragea*73 citations*
112. **[Fine-Grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images ↗](https://doi.org/10.1609/aaai.v31i1.10761)**Xin Yang, Lequan Yu, Ling‐Yun Wu et al.*73 citations*
113. **[Non-Deterministic Planning with Temporally Extended Goals: LTL over Finite and Infinite Traces ↗](https://doi.org/10.1609/aaai.v31i1.11058)**Alberto Camacho, Eleni Triantafillou, Christian Muise et al.*73 citations*
114. **[Grounded Action Transformation for Robot Learning in Simulation ↗](https://doi.org/10.1609/aaai.v31i1.11044)**Josiah P. Hanna, Peter Stone*72 citations*
115. **[Non-Rigid Point Set Registration with Robust Transformation Estimation under Manifold Regularization ↗](https://doi.org/10.1609/aaai.v31i1.11195)**Jiayi Ma, Ji Yin Zhao, Junjun Jiang et al.*71 citations*
116. **[Solving High-Dimensional Multi-Objective Optimization Problems with Low Effective Dimensions ↗](https://doi.org/10.1609/aaai.v31i1.10664)**Hong Qian, Yang Yu*71 citations*
117. **[Nonlinear Dynamic Boltzmann Machines for Time-Series Prediction ↗](https://doi.org/10.1609/aaai.v31i1.10806)**Sakyasingha Dasgupta, Takayuki Osogami*70 citations*
118. **[Cross-View People Tracking by Scene-Centered Spatio-Temporal Parsing ↗](https://doi.org/10.1609/aaai.v31i1.11190)**Yuanlu Xu, Xiaobai Liu, Lei Qin et al.*69 citations*
119. **[Low-Rank Linear Cold-Start Recommendation from Social Data ↗](https://doi.org/10.1609/aaai.v31i1.10758)**Suvash Sedhain, Aditya Krishna Menon, Scott Sanner et al.*69 citations*
120. **[Automatic Curriculum Graph Generation for Reinforcement Learning Agents ↗](https://doi.org/10.1609/aaai.v31i1.10933)**Maxwell Svetlik, Matteo Leonetti, Jivko Sinapov et al.*68 citations*
121. **[Compressed K-Means for Large-Scale Clustering ↗](https://doi.org/10.1609/aaai.v31i1.10852)**Xiaobo Shen, Weiwei Liu, Ivor Wai-Hung Tsang et al.*68 citations*
122. **[Crowdsensing Air Quality with Camera-Enabled Mobile Devices ↗](https://doi.org/10.1609/aaai.v31i2.19102)**Zhengxiang Pan, Han Yu, Chunyan Miao et al.*68 citations*
123. **[Deep Correlated Metric Learning for Sketch-based 3D Shape Retrieval ↗](https://doi.org/10.1609/aaai.v31i1.11211)**Guoxian Dai, Jin Xie, Fan Zhu et al.*68 citations*
124. **[Multiclass Capped ℓp-Norm SVM for Robust Classifications ↗](https://doi.org/10.1609/aaai.v31i1.10948)**Feiping Nie, Xiaoqian Wang, Heng Huang*68 citations*
125. **[An Exact Algorithm for the Maximum Weight Clique Problem in Large Graphs ↗](https://doi.org/10.1609/aaai.v31i1.10648)**Hua Jiang, Chu-Min Li, Felip Manyà*67 citations*
126. **[Combining Satellite Imagery and Open Data to Map Road Safety ↗](https://doi.org/10.1609/aaai.v31i1.11168)**Alameen Najjar, Shun’ichi Kaneko, Yoshikazu Miyanaga*67 citations*
127. **[Depth CNNs for RGB-D Scene Recognition: Learning from Scratch Better than Transferring from RGB-CNNs ↗](https://doi.org/10.1609/aaai.v31i1.11226)**Xinhang Song, Luis Herranz, Shuqiang Jiang*66 citations*
128. **[Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding ↗](https://doi.org/10.1609/aaai.v31i1.10486)**Zemin Liu, Vincent Wenchen Zheng, Zhou Li Zhao et al.*66 citations*
129. **[Catch’Em All: Locating Multiple Diffusion Sources in Networks with Partial Observations ↗](https://doi.org/10.1609/aaai.v31i1.10746)**Kai Zhu, Zhen Chen, Lei Ying*65 citations*
130. **[Improving Event Causality Recognition with Multiple Background Knowledge Sources Using Multi-Column Convolutional Neural Networks ↗](https://doi.org/10.1609/aaai.v31i1.11005)**Canasai Kruengkrai, Kentaro Torisawa, Chikara Hashimoto et al.*65 citations*
131. **[Moral Decision Making Frameworks for Artificial Intelligence ↗](https://doi.org/10.1609/aaai.v31i1.11140)**Vincent Conitzer, Walter P. Sinnott-Armstrong, Jana Schaich Borg et al.*65 citations*
132. **[Streaming Classification with Emerging New Class by Class Matrix Sketching ↗](https://doi.org/10.1609/aaai.v31i1.10842)**Xin Mu, Feida Zhu, Juan Du et al.*65 citations*
133. **[Regularized Diffusion Process for Visual Retrieval ↗](https://doi.org/10.1609/aaai.v31i1.11216)**Song Bai, Xiang Bai, Qi Tian et al.*64 citations*
134. **[Learning Safe Prediction for Semi-Supervised Regression ↗](https://doi.org/10.1609/aaai.v31i1.10856)**Yu-Feng Li, Hanwen Zha, Zhi‐Hua Zhou*63 citations*
135. **[Image Cosegmentation via Saliency-Guided Constrained Clustering with Cosine Similarity ↗](https://doi.org/10.1609/aaai.v31i1.11203)**Zhiqiang Tao, Hongfu Liu, Huazhu Fu et al.*62 citations*
136. **[Large Graph Hashing with Spectral Rotation ↗](https://doi.org/10.1609/aaai.v31i1.10875)**Xuelong Li, Di Hu, Feiping Nie*62 citations*
137. **[Reference Based LSTM for Image Captioning ↗](https://doi.org/10.1609/aaai.v31i1.11198)**Minghai Chen, Guiguang Ding, Sicheng Zhao et al.*62 citations*
138. **[Transfer Reinforcement Learning with Shared Dynamics ↗](https://doi.org/10.1609/aaai.v31i1.10796)**Romain Laroche, Merwan Barlier*62 citations*
139. **[ICU Mortality Prediction: A Classification Algorithm for Imbalanced Datasets ↗](https://doi.org/10.1609/aaai.v31i1.10721)**Sakyajit Bhattacharya, Vaibhav Rajan, Harsh Shrivastava*61 citations*
140. **[Growing Interpretable Part Graphs on ConvNets via Multi-Shot Learning ↗](https://doi.org/10.1609/aaai.v31i1.10924)**Quanshi Zhang, Ruiming Cao, Ying Nian Wu et al.*60 citations*
141. **[Automated Negotiating Agents Competition (ANAC) ↗](https://doi.org/10.1609/aaai.v31i1.10637)**Catholijn M. Jonker, Reyhan Aydoğan, Tim Baarslag et al.*59 citations*
142. **[Learning Latent Sentiment Scopes for Entity-Level Sentiment Analysis ↗](https://doi.org/10.1609/aaai.v31i1.11016)**Hao Li, Wei Lu*59 citations*
143. **[Ontology-Based Data Access with a Horn Fragment of Metric Temporal Logic ↗](https://doi.org/10.1609/aaai.v31i1.10696)**Sebastian Brandt, Elem Güzel Kalaycı, Roman Kontchakov et al.*59 citations*
144. **[Why Teaching Ethics to AI Practitioners Is Important ↗](https://doi.org/10.1609/aaai.v31i1.11139)**Judy Goldsmith, Emanuelle Burton*59 citations*
145. **[Cascade Subspace Clustering ↗](https://doi.org/10.1609/aaai.v31i1.10824)**Xi Peng, Jiashi Feng, Jiwen Lu et al.*58 citations*
146. **[Learning Sparse Task Relations in Multi-Task Learning ↗](https://doi.org/10.1609/aaai.v31i1.10820)**Yu Zhang, Qiang Yang*58 citations*
147. **[Relational Deep Learning: A Deep Latent Variable Model for Link Prediction ↗](https://doi.org/10.1609/aaai.v31i1.10805)**Hao Wang, Xingjian Shi, Dit‐Yan Yeung*58 citations*
148. **[Balanced Clustering with Least Square Regression ↗](https://doi.org/10.1609/aaai.v31i1.10877)**Hanyang Liu, Junwei Han, Feiping Nie et al.*57 citations*
149. **[Incorporating Knowledge Graph Embeddings into Topic Modeling ↗](https://doi.org/10.1609/aaai.v31i1.10951)**Liang Yao, Yin Zhang⋆, Baogang Wei et al.*57 citations*
150. **[Let Your Photos Talk: Generating Narrative Paragraph for Photo Stream via Bidirectional Attention Recurrent Neural Networks ↗](https://doi.org/10.1609/aaai.v31i1.10760)**Yu Liu, Jianlong Fu, Tao Mei et al.*57 citations*
151. **[Multitask Dyadic Prediction and Its Application in Prediction of Adverse Drug-Drug Interaction ↗](https://doi.org/10.1609/aaai.v31i1.10718)**Bo Jin, Haoyu Yang, Cao Xiao et al.*57 citations*
152. **[Psychological Forest: Predicting Human Behavior ↗](https://doi.org/10.1609/aaai.v31i1.10613)**Ori Plonsky, Ido Erev, Tamir Hazan et al.*57 citations*
153. **[Salience Estimation via Variational Auto-Encoders for Multi-Document Summarization ↗](https://doi.org/10.1609/aaai.v31i1.11007)**Piji Li, Zihao Wang, Wai Pang Lam et al.*56 citations*
154. **[Dynamic Action Repetition for Deep Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v31i1.10918)**Aravind S. Lakshminarayanan, Sahil Sharma, Balaraman Ravindran*55 citations*
155. **[Mechanism Design in Social Networks ↗](https://doi.org/10.1609/aaai.v31i1.10605)**Bin Li, Dong Hao, Dengji Zhao et al.*55 citations*
156. **[Non-Parametric Estimation of Multiple Embeddings for Link Prediction on Dynamic Knowledge Graphs ↗](https://doi.org/10.1609/aaai.v31i1.10685)**Yi Tay, Anh Luu, Siu Cheung Hui*55 citations*
157. **[What Happens Next? Future Subevent Prediction Using Contextual Hierarchical LSTM ↗](https://doi.org/10.1609/aaai.v31i1.11001)**Linmei Hu, Juanzi Li, Liqiang Nie et al.*55 citations*
158. **[Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning ↗](https://doi.org/10.1609/aaai.v31i1.10999)**Zhou Li Zhao, Hanqing Lu, Vincent Wenchen Zheng et al.*54 citations*
159. **[Radon – Rapid Discovery of Topological Relations ↗](https://doi.org/10.1609/aaai.v31i1.10478)**Mohamed Ahmed Sherif, Kevin Dreßler, Panayiotis Smeros et al.*54 citations*
160. **[Transfer Learning for Deep Learning on Graph-Structured Data ↗](https://doi.org/10.1609/aaai.v31i1.10904)**Jaekoo Lee, Hyunjae Kim, Jongsun Lee et al.*54 citations*
161. **[Maximizing the Probability of Arriving on Time: A Practical Q-Learning Method ↗](https://doi.org/10.1609/aaai.v31i1.11170)**Zhiguang Cao, Hongliang Guo, Jie Zhang et al.*53 citations*
162. **[Multiset Feature Learning for Highly Imbalanced Data Classification ↗](https://doi.org/10.1609/aaai.v31i1.10739)**Fei Wu, Xiao‐Yuan Jing, Shiguang Shan et al.*53 citations*
163. **[Sequential Classification-Based Optimization for Direct Policy Search ↗](https://doi.org/10.1609/aaai.v31i1.10927)**Yi-Qi Hu, Hong Qian, Yang Yu*53 citations*
164. **[Towards Better Understanding the Clothing Fashion Styles: A Multimodal Deep Learning Approach ↗](https://doi.org/10.1609/aaai.v31i1.10509)**Yihui Ma, Jia Jia, Suping Zhou et al.*53 citations*
165. **[An Exact Penalty Method for Binary Optimization Based on MPEC Formulation ↗](https://doi.org/10.1609/aaai.v31i1.10795)**Ganzhao Yuan, Bernard Ghanem*51 citations*
166. **[Asymmetric Discrete Graph Hashing ↗](https://doi.org/10.1609/aaai.v31i1.10831)**Xiaoshuang Shi, Fuyong Xing, Kaidi Xu et al.*51 citations*
167. **[Bayesian Neural Word Embedding ↗](https://doi.org/10.1609/aaai.v31i1.10987)**Oren Barkan*51 citations*
168. **[Efficiently Answering Technical Questions — A Knowledge Graph Approach ↗](https://doi.org/10.1609/aaai.v31i1.10956)**Shuo Yang, Lei Zou, Zhongyuan Wang et al.*51 citations*
169. **[Building an End-to-End Spatial-Temporal Convolutional Network for Video Super-Resolution ↗](https://doi.org/10.1609/aaai.v31i1.11228)**Jun Guo, Hongyang Chao*50 citations*
170. **[Efficient Dependency-Guided Named Entity Recognition ↗](https://doi.org/10.1609/aaai.v31i1.11009)**Zhanming Jie, Aldrian Obaja Muis, Wei Lu*50 citations*
171. **[Marrying Uncertainty and Time in Knowledge Graphs ↗](https://doi.org/10.1609/aaai.v31i1.10495)**Melisachew Wudage Chekol, Giuseppe Pirrò, Joerg Schoenfisch et al.*50 citations*
172. **[Robust MIL-Based Feature Template Learning for Object Tracking ↗](https://doi.org/10.1609/aaai.v31i1.11220)**Xiangyuan Lan, Pong Chi Yuen, Rama Chellappa*50 citations*
173. **[Unsupervised Learning of Evolving Relationships Between Literary Characters ↗](https://doi.org/10.1609/aaai.v31i1.10982)**Snigdha Chaturvedi, Mohit Iyyer, Hal Daumé*50 citations*
174. **[Correlated Cascades: Compete or Cooperate ↗](https://doi.org/10.1609/aaai.v31i1.10483)**Ali Zarezade, Ali Khodadadi, Mehrdad Farajtabar et al.*49 citations*
175. **[Deep Learning for Fixed Model Reuse ↗](https://doi.org/10.1609/aaai.v31i1.10855)**Yang Yang, De‐Chuan Zhan, Ying Fan et al.*49 citations*
176. **[Fast Generalized Distillation for Semi-Supervised Domain Adaptation ↗](https://doi.org/10.1609/aaai.v31i1.10848)**Shuang Ao, Xiang Li, Charles X. Ling*49 citations*
177. **[Heuristic Search Value Iteration for One-Sided Partially Observable Stochastic Games ↗](https://doi.org/10.1609/aaai.v31i1.10597)**Karel Horák, Branislav Bošanský, Michal Pěchouček*49 citations*
178. **[Predicting Soccer Highlights from Spatio-Temporal Match Event Streams ↗](https://doi.org/10.1609/aaai.v31i1.10754)**Tom Decroos, Vladimir Dzyuba, Jan Van Haaren et al.*49 citations*
179. **[On Predictive Patent Valuation: Forecasting Patent Citations and Their Types ↗](https://doi.org/10.1609/aaai.v31i1.10722)**Xin Liu, Junchi Yan, Shuai Xiao et al.*48 citations*
180. **[Addressing Imbalance in Multi-Label Classification Using Structured Hellinger Forests ↗](https://doi.org/10.1609/aaai.v31i1.10908)**Zachary Daniels, Dimitris Metaxas*47 citations*
181. **[Data-Driven Approximations to NP-Hard Problems ↗](https://doi.org/10.1609/aaai.v31i1.10750)**Anton Milan, S. Hamid Rezatofighi, Ravi Garg et al.*47 citations*
182. **[Deep Manifold Learning of Symmetric Positive Definite Matrices with Application to Face Recognition ↗](https://doi.org/10.1609/aaai.v31i1.11232)**Zhen Dong, Su Jia, Chi Zhang et al.*47 citations*
183. **[Multi-Robot Allocation of Tasks with Temporal and Ordering Constraints ↗](https://doi.org/10.1609/aaai.v31i1.11145)**Maria L. Gini*47 citations*
184. **[Recovering True Classifier Performance in Positive-Unlabeled Learning ↗](https://doi.org/10.1609/aaai.v31i1.10937)**Shantanu Jain, Martha White, Predrag Radivojac A*47 citations*
185. **[Unsupervised Learning of Multi-Level Descriptors for Person Re-Identification ↗](https://doi.org/10.1609/aaai.v31i1.11224)**Yang Yang, Longyin Wen, Siwei Lyu et al.*47 citations*
186. **[Discrete Personalized Ranking for Fast Collaborative Filtering from Implicit Feedback ↗](https://doi.org/10.1609/aaai.v31i1.10764)**Yan Zhang, Defu Lian, Guowu Yang*46 citations*
187. **[Explicit Defense Actions Against Test-Set Attacks ↗](https://doi.org/10.1609/aaai.v31i1.10767)**Scott Alfeld, Xiaojin Zhu, Paul Barford*46 citations*
188. **[Self-Paced Learning: An Implicit Regularization Perspective ↗](https://doi.org/10.1609/aaai.v31i1.10809)**Yanbo Fan, Ran He, Jian Liang et al.*46 citations*
189. **[Treatment Effect Estimation with Data-Driven Variable Decomposition ↗](https://doi.org/10.1609/aaai.v31i1.10480)**Kun Kuang, Peng Cui, Bo Li et al.*46 citations*
190. **[Word Embedding Based Correlation Model for Question/Answer Matching ↗](https://doi.org/10.1609/aaai.v31i1.11002)**Yikang Shen, Wenge Rong, Nan Jiang et al.*46 citations*
191. **[Add Data into Business Process Verification: Bridging the Gap between Theory and Practice ↗](https://doi.org/10.1609/aaai.v31i1.10688)**Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini et al.*45 citations*
192. **[An Analysis of Monte Carlo Tree Search ↗](https://doi.org/10.1609/aaai.v31i1.11028)**Steven D. James, George Konidaris, Benjamin Rosman*45 citations*
193. **[Enumerate Lasso Solutions for Feature Selection ↗](https://doi.org/10.1609/aaai.v31i1.10793)**Satoshi Hara, Takanori Maehara*45 citations*
194. **[Machine Learning for Entity Coreference Resolution: A Retrospective Look at Two Decades of Research ↗](https://doi.org/10.1609/aaai.v31i1.11149)**Vincent Ng*45 citations*
195. **[Selecting Sequences of Items via Submodular Maximization ↗](https://doi.org/10.1609/aaai.v31i1.10923)**Sebastian Tschiatschek, Adish Kumar Singla, Andreas Krause*45 citations*
196. **[Collaborative Dynamic Sparse Topic Regression with User Profile Evolution for Item Recommendation ↗](https://doi.org/10.1609/aaai.v31i1.10726)**Li Fu Gao, Jia Xin Wu, Chuan De Zhou et al.*44 citations*
197. **[Counting-Based Reliability Estimation for Power-Transmission Grids ↗](https://doi.org/10.1609/aaai.v31i1.11178)**Leonardo Dueñas‐Osorio, Kuldeep S. Meel, Roger Paredes et al.*44 citations*
198. **[Unsupervised Sentiment Analysis with Signed Social Networks ↗](https://doi.org/10.1609/aaai.v31i1.11008)**Kewei Cheng, Jundong Li, Jiliang Tang et al.*44 citations*
199. **[Vote Until Two of You Agree: Mechanisms with Small Distortion and Sample Complexity ↗](https://doi.org/10.1609/aaai.v31i1.10587)**Stephen Gross, Elliot Anshelevich, Lirong Xia*44 citations*
200. **[Accelerated Variance Reduced Stochastic ADMM ↗](https://doi.org/10.1609/aaai.v31i1.10843)**Yuanyuan Liu, Fanhua Shang, James Sheung-Chak Cheng*43 citations*

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