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# Proceedings of the AAAI Conference on Artificial Intelligence 2019: all accepted papers

1,341 papers · page 2 of 14 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2019](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2019/)

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101. **[Story Ending Generation with Incremental Encoding and Commonsense Knowledge ↗](https://doi.org/10.1609/aaai.v33i01.33016473)**Jian Guan, Yansen Wang, Minlie Huang*166 citations*
102. **[Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding ↗](https://doi.org/10.1609/aaai.v33i01.33017152)**Peifeng Wang, Jialong Han, Chenliang Li et al.*165 citations*
103. **[Semantic Relationships Guided Representation Learning for Facial Action Unit Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33018594)**Guanbin Li, Xin Zhu, Yirui Zeng et al.*165 citations*
104. **[Graph CNNs with Motif and Variable Temporal Block for Skeleton-Based Action Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33018989)**Yu‐Hui Wen, Lin Gao, Hongbo Fu et al.*163 citations*
105. **[Deep Video Frame Interpolation Using Cyclic Frame Generation ↗](https://doi.org/10.1609/aaai.v33i01.33018794)**Yu-Lun Liu, Yi-Tung Liao, Yen‐Yu Lin et al.*161 citations*
106. **[Deeply Fusing Reviews and Contents for Cold Start Users in Cross-Domain Recommendation Systems ↗](https://doi.org/10.1609/aaai.v33i01.330194)**Wenjing Fu, Zhaohui Peng, Senzhang Wang et al.*161 citations*
107. **[End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis ↗](https://doi.org/10.1609/aaai.v33i01.33017346)**Lin Xu, Qixian Zhou, Ke Гонг et al.*160 citations*
108. **[KVQA: Knowledge-Aware Visual Question Answering ↗](https://doi.org/10.1609/aaai.v33i01.33018876)**Sanket B. Shah, Anand Mishra, Naganand Yadati et al.*160 citations*
109. **[One-Class Adversarial Nets for Fraud Detection ↗](https://doi.org/10.1609/aaai.v33i01.33011286)**Panpan Zheng, Shuhan Yuan, Xintao Wu et al.*159 citations*
110. **[Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos ↗](https://doi.org/10.1609/aaai.v33i01.33018393)**Dongliang He, Xiang Hui Zhao, Jizhou Huang et al.*158 citations*
111. **[PGANs: Personalized Generative Adversarial Networks for ECG Synthesis to Improve Patient-Specific Deep ECG Classification ↗](https://doi.org/10.1609/aaai.v33i01.3301557)**Tomer Golany, Kira Radinsky*156 citations*
112. **[Performance Evaluation in Machine Learning: The Good, the Bad, the Ugly, and the Way Forward ↗](https://doi.org/10.1609/aaai.v33i01.33019808)**Peter A. Flach*153 citations*
113. **[One-Pass Incomplete Multi-View Clustering ↗](https://doi.org/10.1609/aaai.v33i01.33013838)**Meng-Lei Monica Hu, Songcan Chen*152 citations*
114. **[Subtask Gated Networks for Non-Intrusive Load Monitoring ↗](https://doi.org/10.1609/aaai.v33i01.33011150)**Changho Shin, Sunghwan Joo, Jaeryun Yim et al.*151 citations*
115. **[A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems ↗](https://doi.org/10.1609/aaai.v33i01.33011393)**Ling Pan, Qingpeng Cai, Zhixuan Fang et al.*149 citations*
116. **[Virtual-Taobao: Virtualizing Real-World Online Retail Environment for Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v33i01.33014902)**Jing-Cheng Shi, Yang Yu, Qing Da et al.*149 citations*
117. **[VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis ↗](https://doi.org/10.1609/aaai.v33i01.3301305)**Quoc-Tuan Truong, Hady Wirawan Lauw*149 citations*
118. **[Improving Natural Language Inference Using External Knowledge in the Science Questions Domain ↗](https://doi.org/10.1609/aaai.v33i01.33017208)**Xiaoyan Wang, Pavan Kapanipathi, Ryan Musa et al.*148 citations*
119. **[Read + Verify: Machine Reading Comprehension with Unanswerable Questions ↗](https://doi.org/10.1609/aaai.v33i01.33016529)**Minghao Hu, Furu Wei, Yuxing Peng et al.*147 citations*
120. **[Cash-Out User Detection Based on Attributed Heterogeneous Information Network with a Hierarchical Attention Mechanism ↗](https://doi.org/10.1609/aaai.v33i01.3301946)**Binbin Hu, Zhiqiang Zhang, Chuan Shi et al.*145 citations*
121. **[Predicting Hurricane Trajectories Using a Recurrent Neural Network ↗](https://doi.org/10.1609/aaai.v33i01.3301468)**Sheila Alemany, Jonathan Beltran, Adrian Perez et al.*145 citations*
122. **[Spatial and Temporal Mutual Promotion for Video-Based Person Re-Identification ↗](https://doi.org/10.1609/aaai.v33i01.33018786)**Yiheng Liu, Zhenxun Yuan, Wengang Zhou et al.*145 citations*
123. **[Training Complex Models with Multi-Task Weak Supervision ↗](https://doi.org/10.1609/aaai.v33i01.33014763)**Alexander Ratner, Braden Hancock, Jared Dunnmon et al.*145 citations*
124. **[Large-Scale Visual Relationship Understanding ↗](https://doi.org/10.1609/aaai.v33i01.33019185)**Ji Zhang, Yannis Kalantidis, Marcus Rohrbach et al.*144 citations*
125. **[CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling ↗](https://doi.org/10.1609/aaai.v33i01.33016834)**Ning Miao, Hao Zhou, Lili Mou et al.*143 citations*
126. **[From Zero-Shot Learning to Cold-Start Recommendation ↗](https://doi.org/10.1609/aaai.v33i01.33014189)**Jingjing Li, Mengmeng Jing, Ke Lü et al.*143 citations*
127. **[Joint Extraction of Entities and Overlapping Relations Using Position-Attentive Sequence Labeling ↗](https://doi.org/10.1609/aaai.v33i01.33016300)**Dai Dai, Xinyan Xiao, Yajuan Lyu et al.*143 citations*
128. **[StNet: Local and Global Spatial-Temporal Modeling for Action Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33018401)**Dongliang He, Zhichao Zhou, Chuang Gan et al.*143 citations*
129. **[A Model-Free Affective Reinforcement Learning Approach to Personalization of an Autonomous Social Robot Companion for Early Literacy Education ↗](https://doi.org/10.1609/aaai.v33i01.3301687)**Hae Won Park, Ishaan Grover, Samuel Spaulding et al.*142 citations*
130. **[Deep Short Text Classification with Knowledge Powered Attention ↗](https://doi.org/10.1609/aaai.v33i01.33016252)**Jindong Chen, Yizhou Hu, Jingping Liu et al.*140 citations*
131. **[Learning Optimal Classification Trees Using a Binary Linear Program Formulation ↗](https://doi.org/10.1609/aaai.v33i01.33011624)**Sicco Verwer, Yingqian Zhang*140 citations*
132. **[Template-Based Math Word Problem Solvers with Recursive Neural Networks ↗](https://doi.org/10.1609/aaai.v33i01.33017144)**Lei Wang, Dongxiang Zhang, Jipeng Zhang et al.*140 citations*
133. **[Logistic Regression on Homomorphic Encrypted Data at Scale ↗](https://doi.org/10.1609/aaai.v33i01.33019466)**Kyoohyung Han, Seungwan Hong, Jung Hee Cheon et al.*139 citations*
134. **[Large-Scale Interactive Recommendation with Tree-Structured Policy Gradient ↗](https://doi.org/10.1609/aaai.v33i01.33013312)**Haokun Chen, Xinyi Dai, Han Cai et al.*138 citations*
135. **[Training Deep Neural Networks in Generations: A More Tolerant Teacher Educates Better Students ↗](https://doi.org/10.1609/aaai.v33i01.33015628)**Chenglin Yang, Lingxi Xie, Siyuan Qiao et al.*138 citations*
136. **[Non-Autoregressive Machine Translation with Auxiliary Regularization ↗](https://doi.org/10.1609/aaai.v33i01.33015377)**Yiren Wang, Fei Tian, Di He et al.*137 citations*
137. **[Knowledge Distillation with Adversarial Samples Supporting Decision Boundary ↗](https://doi.org/10.1609/aaai.v33i01.33013771)**Byeongho Heo, Minsik Lee, Sangdoo Yun et al.*136 citations*
138. **[Sparse Adversarial Perturbations for Videos ↗](https://doi.org/10.1609/aaai.v33i01.33018973)**Xingxing Wei, Jun Zhu, Sha Yuan et al.*136 citations*
139. **[Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks ↗](https://doi.org/10.1609/aaai.v33i01.33014602)**Christopher Morris, Martin Ritzert, Matthias Fey et al.*136 citations*
140. **[Graph Convolutional Networks Meet Markov Random Fields: Semi-Supervised Community Detection in Attribute Networks ↗](https://doi.org/10.1609/aaai.v33i01.3301152)**Di Jin, Ziyang Liu, Weihao Li et al.*135 citations*
141. **[Attention-Based Multi-Context Guiding for Few-Shot Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v33i01.33018441)**Vincent Tao Hu, Pengwan Yang, Chiliang Zhang et al.*133 citations*
142. **[Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning ↗](https://doi.org/10.1609/aaai.v33i01.33019977)**Shengchao Liu, Yingyu Liang, Anthony Gitter*133 citations*
143. **[Dynamic Explainable Recommendation Based on Neural Attentive Models ↗](https://doi.org/10.1609/aaai.v33i01.330153)**Xu Chen, Yongfeng Zhang, Zheng Qin*132 citations*
144. **[MEAL: Multi-Model Ensemble via Adversarial Learning ↗](https://doi.org/10.1609/aaai.v33i01.33014886)**Zhiqiang Shen, Zhankui He, Xiangyang Xue*132 citations*
145. **[Quantifying Uncertainties in Natural Language Processing Tasks ↗](https://doi.org/10.1609/aaai.v33i01.33017322)**Yijun Xiao, William Yang Wang*132 citations*
146. **[Mono3D++: Monocular 3D Vehicle Detection with Two-Scale 3D Hypotheses and Task Priors ↗](https://doi.org/10.1609/aaai.v33i01.33018409)**Tong He, Stefano Soatto*129 citations*
147. **[Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making ↗](https://doi.org/10.1609/aaai.v33i01.33011418)**Sina Aghaei, Mohammad Javad Azizi, Phebe Vayanos*128 citations*
148. **[BiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN ↗](https://doi.org/10.1609/aaai.v33i01.33018553)**Jogendra Nath Kundu, Maharshi Gor, R. Venkatesh Babu*127 citations*
149. **[Gaussian Transformer: A Lightweight Approach for Natural Language Inference ↗](https://doi.org/10.1609/aaai.v33i01.33016489)**Maosheng Guo, Yu Zhang, Ting Liu*126 citations*
150. **[Partial Multi-Label Learning by Low-Rank and Sparse Decomposition ↗](https://doi.org/10.1609/aaai.v33i01.33015016)**Lijuan Sun, Songhe Feng, Tao Wang et al.*126 citations*
151. **[Relation Structure-Aware Heterogeneous Information Network Embedding ↗](https://doi.org/10.1609/aaai.v33i01.33014456)**Yuanfu Lu, Chuan Shi, Linmei Hu et al.*126 citations*
152. **[Anchors Bring Ease: An Embarrassingly Simple Approach to Partial Multi-View Clustering ↗](https://doi.org/10.1609/aaai.v33i01.3301118)**Jun Feng Guo, Jiahui Ye*125 citations*
153. **[View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions ↗](https://doi.org/10.1609/aaai.v33i01.33018376)**Zhizhong Han, Mingyang Shang, Yu-Shen Liu et al.*125 citations*
154. **[Cooperative Multimodal Approach to Depression Detection in Twitter ↗](https://doi.org/10.1609/aaai.v33i01.3301110)**Tao Gui, Liang Zhu, Qi Zhang et al.*124 citations*
155. **[Hierarchical Attention Network for Image Captioning ↗](https://doi.org/10.1609/aaai.v33i01.33018957)**Weixuan Wang, Zhihong Chen, Haifeng Hu*124 citations*
156. **[Motion Guided Spatial Attention for Video Captioning ↗](https://doi.org/10.1609/aaai.v33i01.33018191)**Shaoxiang Chen, Yu–Gang Jiang*124 citations*
157. **[Explainable Recommendation through Attentive Multi-View Learning ↗](https://doi.org/10.1609/aaai.v33i01.33013622)**Jingyue Gao, Xiting Wang, Yasha Wang et al.*123 citations*
158. **[Private Model Compression via Knowledge Distillation ↗](https://doi.org/10.1609/aaai.v33i01.33011190)**Ji Wang, Weidong Bao, Lichao Sun et al.*123 citations*
159. **[One for All: Neural Joint Modeling of Entities and Events ↗](https://doi.org/10.1609/aaai.v33i01.33016851)**Trung Minh Nguyen, Thien Huu Nguyen*122 citations*
160. **[Learning and the Unknown: Surveying Steps toward Open World Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33019801)**Terrance E. Boult, S. Sánchez Cruz, Akshay Raj Dhamija et al.*121 citations*
161. **[SCFont: Structure-Guided Chinese Font Generation via Deep Stacked Networks ↗](https://doi.org/10.1609/aaai.v33i01.33014015)**Yue Jiang, Zhouhui Lian, Yingmin Tang et al.*120 citations*
162. **[Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval ↗](https://doi.org/10.1609/aaai.v33i01.3301176)**Chao Li, Cheng Dan Deng, Lei Wang et al.*119 citations*
163. **[Cycle-SUM: Cycle-Consistent Adversarial LSTM Networks for Unsupervised Video Summarization ↗](https://doi.org/10.1609/aaai.v33i01.33019143)**Li Yuan, Francis EH Tay, Ping Li et al.*119 citations*
164. **[Distributionally Adversarial Attack ↗](https://doi.org/10.1609/aaai.v33i01.33012253)**Tianhang Zheng, Changyou Chen, Kui Ren*118 citations*
165. **[Interactive Attention Transfer Network for Cross-Domain Sentiment Classification ↗](https://doi.org/10.1609/aaai.v33i01.33015773)**Kai Zhang, Hefu Zhang, Qi Liu et al.*118 citations*
166. **[SNR: Sub-Network Routing for Flexible Parameter Sharing in Multi-Task Learning ↗](https://doi.org/10.1609/aaai.v33i01.3301216)**Jiaqi Ma, Zhe Zhao, Jilin Chen et al.*118 citations*
167. **[Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input ↗](https://doi.org/10.1609/aaai.v33i01.33013723)**Junliang Guo, Xu Tan, Di He et al.*117 citations*
168. **[A Neural Multi-Task Learning Framework to Jointly Model Medical Named Entity Recognition and Normalization ↗](https://doi.org/10.1609/aaai.v33i01.3301817)**Sendong Zhao, Ting Liu, Sicheng Zhao et al.*116 citations*
169. **[Abstractive Summarization: A Survey of the State of the Art ↗](https://doi.org/10.1609/aaai.v33i01.33019815)**Hui Zhi Lin, Vincent Ng*116 citations*
170. **[Hyperbolic Heterogeneous Information Network Embedding ↗](https://doi.org/10.1609/aaai.v33i01.33015337)**Xiao Wang, Yiding Zhang, Chuan Shi*116 citations*
171. **[ColNet: Embedding the Semantics of Web Tables for Column Type Prediction ↗](https://doi.org/10.1609/aaai.v33i01.330129)**Jiaoyan Chen, Ernesto Jiménez-Ruiz, Ian Horrocks et al.*114 citations*
172. **[Embedding Uncertain Knowledge Graphs ↗](https://doi.org/10.1609/aaai.v33i01.33013363)**Xuelu Chen, Muhao Chen, Weijia Shi et al.*114 citations*
173. **[Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery ↗](https://doi.org/10.1609/aaai.v33i01.3301702)**Tim G. J. Rudner, Marc Rußwurm, Jakub Fil et al.*114 citations*
174. **[Spatially Invariant Unsupervised Object Detection with Convolutional Neural Networks ↗](https://doi.org/10.1609/aaai.v33i01.33013412)**Eric Crawford, Joëlle Pineau*113 citations*
175. **[MLVCNN: Multi-Loop-View Convolutional Neural Network for 3D Shape Retrieval ↗](https://doi.org/10.1609/aaai.v33i01.33018513)**Jianwen Jiang, Di Bao, Ziqiang Chen et al.*112 citations*
176. **[Multi-Agent Path Finding for Large Agents ↗](https://doi.org/10.1609/aaai.v33i01.33017627)**Jiaoyang Li, Pavel Surynek, Ariel Felner et al.*112 citations*
177. **[Partial Label Learning with Self-Guided Retraining ↗](https://doi.org/10.1609/aaai.v33i01.33013542)**Lei Feng, Bo An*112 citations*
178. **[Trainable Undersampling for Class-Imbalance Learning ↗](https://doi.org/10.1609/aaai.v33i01.33014707)**Minlong Peng, Qi Zhang, Xiaoyu Xing et al.*111 citations*
179. **[Context-Aware Self-Attention Networks ↗](https://doi.org/10.1609/aaai.v33i01.3301387)**Baosong Yang, Jian Li, Derek F. Wong et al.*110 citations*
180. **[Response Generation by Context-Aware Prototype Editing ↗](https://doi.org/10.1609/aaai.v33i01.33017281)**Yu Wu, Furu Wei, Shaohan Huang et al.*110 citations*
181. **[Deep Recurrent Survival Analysis ↗](https://doi.org/10.1609/aaai.v33i01.33014798)**Kan Ren, Jiarui Qin, Lei Zheng et al.*109 citations*
182. **[Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification ↗](https://doi.org/10.1609/aaai.v33i01.33014253)**Zheng Li, Ying Wei, Yu Zhang et al.*109 citations*
183. **[Title-Guided Encoding for Keyphrase Generation ↗](https://doi.org/10.1609/aaai.v33i01.33016268)**Wang Chen, Yifan Gao, Jiani Zhang et al.*109 citations*
184. **[Temporal Deformable Convolutional Encoder-Decoder Networks for Video Captioning ↗](https://doi.org/10.1609/aaai.v33i01.33018167)**Jingwen Chen, Yingwei Pan, Yehao Li et al.*108 citations*
185. **[A Grammar-Based Structural CNN Decoder for Code Generation ↗](https://doi.org/10.1609/aaai.v33i01.33017055)**Zeyu Sun, Qihao Zhu, Lili Mou et al.*107 citations*
186. **[Explicit Interaction Model towards Text Classification ↗](https://doi.org/10.1609/aaai.v33i01.33016359)**Cunxiao Du, Zhaozheng Chen, Fuli Feng et al.*107 citations*
187. **[Image Block Augmentation for One-Shot Learning ↗](https://doi.org/10.1609/aaai.v33i01.33013379)**Zitian Chen, Yanwei Fu, Kaiyu Chen et al.*106 citations*
188. **[Multi-Order Attentive Ranking Model for Sequential Recommendation ↗](https://doi.org/10.1609/aaai.v33i01.33015709)**Lu Yu, Chuxu Zhang, Shangsong Liang et al.*106 citations*
189. **[Almost Unsupervised Learning for Dense Crowd Counting ↗](https://doi.org/10.1609/aaai.v33i01.33018868)**Deepak Babu Sam, Neeraj N Sajjan, Himanshu Maurya et al.*105 citations*
190. **[Transferable Curriculum for Weakly-Supervised Domain Adaptation ↗](https://doi.org/10.1609/aaai.v33i01.33014951)**Shu Yang, Zhangjie Cao, Mingsheng Long et al.*105 citations*
191. **[Human Motion Prediction via Learning Local Structure Representations and Temporal Dependencies ↗](https://doi.org/10.1609/aaai.v33i01.33012580)**Xiao Juan Guo, Jongmoo Choi*104 citations*
192. **[Look across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33019251)**Jian Cun Zhao, Cheng Yu, Yi D. Cheng et al.*104 citations*
193. **[Compressing Recurrent Neural Networks with Tensor Ring for Action Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33014683)**Yu Rong Pan, Jing Xu, Maolin Wang et al.*103 citations*
194. **[GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33016236)**Hui Chen, Zijia Lin, Guiguang Ding et al.*103 citations*
195. **[Machine Learning with Crowdsourcing: A Brief Summary of the Past Research and Future Directions ↗](https://doi.org/10.1609/aaai.v33i01.33019837)**Victor S. Sheng, Jing Zhang*102 citations*
196. **[Partial Label Learning via Label Enhancement ↗](https://doi.org/10.1609/aaai.v33i01.33015557)**Ning Xu, Jiaqi Lv, Xin Geng*101 citations*
197. **[Robust Anomaly Detection in Videos Using Multilevel Representations ↗](https://doi.org/10.1609/aaai.v33i01.33015216)**Hung Thanh Vu, Tu Dinh Nguyen, Trung Le et al.*101 citations*
198. **[Lifelong Path Planning with Kinematic Constraints for Multi-Agent Pickup and Delivery ↗](https://doi.org/10.1609/aaai.v33i01.33017651)**Hang Ma, Wolfgang Hönig, T. K. Satish Kumar et al.*100 citations*
199. **[Projection Convolutional Neural Networks for 1-bit CNNs via Discrete Back Propagation ↗](https://doi.org/10.1609/aaai.v33i01.33018344)**Jiaxin Gu, Ce Li, Baochang Zhang et al.*100 citations*
200. **[Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation ↗](https://doi.org/10.1609/aaai.v33i01.33018465)**Qiuyuan Huang, Zhe Gan, Aslı Çelikyılmaz et al.*98 citations*

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