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title: "International Joint Conference on Artificial Intelligence 2019 — all"
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# International Joint Conference on Artificial Intelligence 2019: all accepted papers

996 papers · page 2 of 10 · the most cited first · [← International Joint Conference on Artificial Intelligence 2019](https://md.research.elamur.ai/free/en/venues/international-joint-conference-on-artificial-intelligence/2019/)

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101. **[EL Embeddings: Geometric Construction of Models for the Description Logic EL++ ↗](https://doi.org/10.24963/ijcai.2019/845)**Maxat Kulmanov, Wang Liu-Wei, Yuan Yan et al.*89 citations*
102. **[FABA: An Algorithm for Fast Aggregation against Byzantine Attacks in Distributed Neural Networks ↗](https://doi.org/10.24963/ijcai.2019/670)**Qi Xia, Zeyi Tao, Zijiang Hao et al.*89 citations*
103. **[Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax ↗](https://doi.org/10.24963/ijcai.2019/746)**Yinfei Yang, Gustavo Hernández Ábrego, Steve Yuan et al.*89 citations*
104. **[Mask and Infill: Applying Masked Language Model for Sentiment Transfer ↗](https://doi.org/10.24963/ijcai.2019/732)**Xing Cai Wu, Tao Zhang, Liangjun Zang et al.*89 citations*
105. **[Dense Temporal Convolution Network for Sign Language Translation ↗](https://doi.org/10.24963/ijcai.2019/105)**Dan Guo, Shuo Wang, Qi Tian et al.*88 citations*
106. **[Spatio-Temporal Attentive RNN for Node Classification in Temporal Attributed Graphs ↗](https://doi.org/10.24963/ijcai.2019/548)**Dongkuan Xu, Wei Dong Cheng, Dongsheng Luo et al.*88 citations*
107. **[Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for the Hamming Distance ↗](https://doi.org/10.24963/ijcai.2019/824)**Wenjie Ruan, Min Wu, Youcheng Sun et al.*87 citations*
108. **[ActiveHNE: Active Heterogeneous Network Embedding ↗](https://doi.org/10.24963/ijcai.2019/294)**Xia Chen, Guoxian Yu, Jun Wang et al.*86 citations*
109. **[FAHT: An Adaptive Fairness-aware Decision Tree Classifier ↗](https://doi.org/10.24963/ijcai.2019/205)**Wenbin Zhang, Eirini Ntoutsi*85 citations*
110. **[Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems ↗](https://doi.org/10.24963/ijcai.2019/437)**Fei Mi, Minlie Huang, Jiyong Zhang et al.*85 citations*
111. **[STCA: Spatio-Temporal Credit Assignment with Delayed Feedback in Deep Spiking Neural Networks ↗](https://doi.org/10.24963/ijcai.2019/189)**Pengjie Gu, Rong Xiao, Gang Pan et al.*83 citations*
112. **[Boundary Perception Guidance: A Scribble-Supervised Semantic Segmentation Approach ↗](https://doi.org/10.24963/ijcai.2019/508)**Bin Wang, Guo-Jun Qi, Sheng Tang et al.*82 citations*
113. **[Controllable Neural Story Plot Generation via Reward Shaping ↗](https://doi.org/10.24963/ijcai.2019/829)**Pradyumna Tambwekar, Murtaza Dhuliawala, Lara J. Martin et al.*81 citations*
114. **[Explainable Fashion Recommendation: A Semantic Attribute Region Guided Approach ↗](https://doi.org/10.24963/ijcai.2019/650)**Min Hou, Le Wu, Enhong Chen et al.*81 citations*
115. **[Adversarial Graph Embedding for Ensemble Clustering ↗](https://doi.org/10.24963/ijcai.2019/494)**Zhiqiang Tao, Hongfu Liu, Jun Li et al.*79 citations*
116. **[Joint Link Prediction and Network Alignment via Cross-graph Embedding ↗](https://doi.org/10.24963/ijcai.2019/312)**Xingbo Du, Junchi Yan, Hongyuan Zha*79 citations*
117. **[Twin-Systems to Explain Artificial Neural Networks using Case-Based Reasoning: Comparative Tests of Feature-Weighting Methods in ANN-CBR Twins for XAI ↗](https://doi.org/10.24963/ijcai.2019/376)**Eoin M. Kenny, Mark T. Keane*79 citations*
118. **[ANODE: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs ↗](https://doi.org/10.24963/ijcai.2019/103)**Amir Gholaminejad, Kurt Keutzer, George Biros*78 citations*
119. **[Quantum-Inspired Interactive Networks for Conversational Sentiment Analysis ↗](https://doi.org/10.24963/ijcai.2019/755)**Yazhou Zhang, Qiuchi Li, Dawei Song et al.*78 citations*
120. **[Correlation-Sensitive Next-Basket Recommendation ↗](https://doi.org/10.24963/ijcai.2019/389)**Duc-Trong Le, Hady Wirawan Lauw, Yuan Fang*77 citations*
121. **[CensNet: Convolution with Edge-Node Switching in Graph Neural Networks ↗](https://doi.org/10.24963/ijcai.2019/369)**Xiaodong Jiang, Pengsheng Ji, Sheng Li*76 citations*
122. **[A Survey on Hierarchical Planning – One Abstract Idea, Many Concrete Realizations ↗](https://doi.org/10.24963/ijcai.2019/875)**Pascal Bercher, Ron Alford, Daniel Höller*74 citations*
123. **[Achieving Causal Fairness through Generative Adversarial Networks ↗](https://doi.org/10.24963/ijcai.2019/201)**Depeng Xu, Yongkai Wu, Shuhan Yuan et al.*74 citations*
124. **[COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning ↗](https://doi.org/10.24963/ijcai.2019/525)**Wenxiao Wang, Cong Fu, Jishun Guo et al.*74 citations*
125. **[Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces ↗](https://doi.org/10.24963/ijcai.2019/323)**Haotian Fu, Hongyao Tang, Jianye Hao et al.*74 citations*
126. **[DiffChaser: Detecting Disagreements for Deep Neural Networks ↗](https://doi.org/10.24963/ijcai.2019/800)**Xiaofei Xie, Lei Ma, Haijun Wang et al.*74 citations*
127. **[Geo-ALM: POI Recommendation by Fusing Geographical Information and Adversarial Learning Mechanism ↗](https://doi.org/10.24963/ijcai.2019/250)**Wei Liu, Zhi-Jie Wang, Bin Yao et al.*74 citations*
128. **[PD-GAN: Adversarial Learning for Personalized Diversity-Promoting Recommendation ↗](https://doi.org/10.24963/ijcai.2019/537)**Qiong Wu, Yong Liu, Chunyan Miao et al.*74 citations*
129. **[CounterFactual Regression with Importance Sampling Weights ↗](https://doi.org/10.24963/ijcai.2019/815)**Negar Hassanpour, Russell Greiner*73 citations*
130. **[Data Poisoning Attack against Knowledge Graph Embedding ↗](https://doi.org/10.24963/ijcai.2019/674)**Hengtong Zhang, Tianhang Zheng, Jing Gao et al.*73 citations*
131. **[A Convergence Analysis of Distributed SGD with Communication-Efficient Gradient Sparsification ↗](https://doi.org/10.24963/ijcai.2019/473)**Shaohuai Shi, Kaiyong Zhao, Qiang Wang et al.*72 citations*
132. **[Knowledge Aware Semantic Concept Expansion for Image-Text Matching ↗](https://doi.org/10.24963/ijcai.2019/720)**Botian Shi, Lei Ji, Pan Lu et al.*72 citations*
133. **[TransMS: Knowledge Graph Embedding for Complex Relations by Multidirectional Semantics ↗](https://doi.org/10.24963/ijcai.2019/268)**Shihui Yang, Jidong Tian, Honglun Zhang et al.*72 citations*
134. **[MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals ↗](https://doi.org/10.24963/ijcai.2019/816)**Shenda Hong, Cao Xiao, Tengfei Ma et al.*71 citations*
135. **[Deep Adversarial Social Recommendation ↗](https://doi.org/10.24963/ijcai.2019/187)**Wenqi Fan, Tyler Derr, Yao Ma et al.*70 citations*
136. **[Extracting Entities and Events as a Single Task Using a Transition-Based Neural Model ↗](https://doi.org/10.24963/ijcai.2019/753)**Junchi Zhang, Yanxia Qin, Yue Zhang et al.*70 citations*
137. **[VAEGAN: A Collaborative Filtering Framework based on Adversarial Variational Autoencoders ↗](https://doi.org/10.24963/ijcai.2019/584)**Xianwen Yu, Xiaoning Zhang, Yang Cao et al.*70 citations*
138. **[CLVSA: A Convolutional LSTM Based Variational Sequence-to-Sequence Model with Attention for Predicting Trends of Financial Markets ↗](https://doi.org/10.24963/ijcai.2019/514)**Jia Wang, Tong Sun, Benyuan Liu et al.*69 citations*
139. **[Counterfactual Fairness: Unidentification, Bound and Algorithm ↗](https://doi.org/10.24963/ijcai.2019/199)**Yongkai Wu, Lu Zhang, Xintao Wu*69 citations*
140. **[Fair Allocation of Indivisible Goods and Chores ↗](https://doi.org/10.24963/ijcai.2019/8)**Haris Aziz, Ioannis Caragiannis, Ayumi Igarashi et al.*69 citations*
141. **[Label distribution learning with label-specific features ↗](https://doi.org/10.24963/ijcai.2019/460)**Tingting Ren, Xiuyi Jia, Weiwei Li et al.*69 citations*
142. **[Safe Contextual Bayesian Optimization for Sustainable Room Temperature PID Control Tuning ↗](https://doi.org/10.24963/ijcai.2019/811)**Marcello Fiducioso, Sebastian Curi, B. Schumacher et al.*69 citations*
143. **[Detecting Robust Co-Saliency with Recurrent Co-Attention Neural Network ↗](https://doi.org/10.24963/ijcai.2019/115)**Bo Li, Zhengxing Sun, Lv Tang et al.*68 citations*
144. **[Latent Distribution Preserving Deep Subspace Clustering ↗](https://doi.org/10.24963/ijcai.2019/617)**Lei Zhou, Xiao Ping Bai, Dong Wang et al.*68 citations*
145. **[Multiple Partitions Aligned Clustering ↗](https://doi.org/10.24963/ijcai.2019/375)**Zhao Kang, Zipeng Guo, Shudong Huang et al.*68 citations*
146. **[Partial Label Learning by Semantic Difference Maximization ↗](https://doi.org/10.24963/ijcai.2019/318)**Lei Feng, Bo An*68 citations*
147. **[SPAGAN: Shortest Path Graph Attention Network ↗](https://doi.org/10.24963/ijcai.2019/569)**Yiding Yang, Xinchao Wang, Mingli Song et al.*68 citations*
148. **[A Decomposition Approach for Urban Anomaly Detection Across Spatiotemporal Data ↗](https://doi.org/10.24963/ijcai.2019/837)**Mingyang Zhang, Tong Li, Hongzhi Shi et al.*67 citations*
149. **[Heterogeneous Graph Matching Networks for Unknown Malware Detection ↗](https://doi.org/10.24963/ijcai.2019/522)**Shen Wang, Zhengzhang Chen, Xiao Fan Yu et al.*67 citations*
150. **[Leveraging Human Guidance for Deep Reinforcement Learning Tasks ↗](https://doi.org/10.24963/ijcai.2019/884)**Ruohan Zhang, Faraz Torabi, Lin Guan et al.*67 citations*
151. **[Robust Low-Tubal-Rank Tensor Completion via Convex Optimization ↗](https://doi.org/10.24963/ijcai.2019/368)**Qiang Jiang, Michael K. Ng*65 citations*
152. **[Failure-Scenario Maker for Rule-Based Agent using Multi-agent Adversarial Reinforcement Learning and its Application to Autonomous Driving ↗](https://doi.org/10.24963/ijcai.2019/832)**Akifumi Wachi*63 citations*
153. **[GANAK: A Scalable Probabilistic Exact Model Counter ↗](https://doi.org/10.24963/ijcai.2019/163)**Shubham Sharma, Subhajit Roy, Mate Soos et al.*63 citations*
154. **[Gradient Boosting with Piece-Wise Linear Regression Trees ↗](https://doi.org/10.24963/ijcai.2019/476)**Yu Shi, Jian Li, Zhize Li*63 citations*
155. **[Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity ↗](https://doi.org/10.24963/ijcai.2019/275)**Yunsheng Bai, Hao Ding, Yang Qiao et al.*63 citations*
156. **[Unsupervised Learning of Scene Flow Estimation Fusing with Local Rigidity ↗](https://doi.org/10.24963/ijcai.2019/123)**Liang Liu, Guangyao Zhai, Wenlong Ye et al.*63 citations*
157. **[Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph ↗](https://doi.org/10.24963/ijcai.2019/418)**Lu Liu, Tianyi Zhou, Guodong Long et al.*62 citations*
158. **[Attribute-Aware Convolutional Neural Networks for Facial Beauty Prediction ↗](https://doi.org/10.24963/ijcai.2019/119)**Luojun Lin, Lingyu Liang, Lianwen Jin et al.*61 citations*
159. **[DeepFlow: Detecting Optimal User Experience From Physiological Data Using Deep Neural Networks ↗](https://doi.org/10.24963/ijcai.2019/196)**Marco Maier, Daniel Elsner, Chadly Marouane et al.*61 citations*
160. **[Beyond Word Attention: Using Segment Attention in Neural Relation Extraction ↗](https://doi.org/10.24963/ijcai.2019/750)**Bowen Yu, Zhenyu Zhang, Tingwen Liu et al.*60 citations*
161. **[Difficulty Controllable Generation of Reading Comprehension Questions ↗](https://doi.org/10.24963/ijcai.2019/690)**Yifan Gao, Lidong Bing, Wang Chen et al.*60 citations*
162. **[Profit-driven Task Assignment in Spatial Crowdsourcing ↗](https://doi.org/10.24963/ijcai.2019/265)**Jinfu Xia, Yan Li Zhao, Guanfeng Liu et al.*60 citations*
163. **[Coarse-to-Fine Image Inpainting via Region-wise Convolutions and Non-Local Correlation ↗](https://doi.org/10.24963/ijcai.2019/433)**Yuqing Ma, Xianglong Liu, Shihao Bai et al.*59 citations*
164. **[End-to-End Multi-Perspective Matching for Entity Resolution ↗](https://doi.org/10.24963/ijcai.2019/689)**Cheng Fu, Xianpei Han, Le Sun et al.*59 citations*
165. **[Nostalgic Adam: Weighting More of the Past Gradients When Designing the Adaptive Learning Rate ↗](https://doi.org/10.24963/ijcai.2019/355)**Haiwen Huang, Chang Wang, Bin Dong*59 citations*
166. **[Real-Time Adversarial Attacks ↗](https://doi.org/10.24963/ijcai.2019/649)**Yuan Gong, Boyang Li, Christian Poellabauer et al.*59 citations*
167. **[Scalable Block-Diagonal Locality-Constrained Projective Dictionary Learning ↗](https://doi.org/10.24963/ijcai.2019/608)**Zhao Zhang, Weiming Jiang, Zheng Zhang et al.*58 citations*
168. **[Temporal Pyramid Pooling Convolutional Neural Network for Cover Song Identification ↗](https://doi.org/10.24963/ijcai.2019/673)**Zhesong Yu, Xiaoshuo Xu, Xiaoou Chen et al.*58 citations*
169. **[Branch-and-Cut-and-Price for Multi-Agent Pathfinding ↗](https://doi.org/10.24963/ijcai.2019/179)**Edward Lam, Pierre Le Bodic, Daniel Harabor et al.*57 citations*
170. **[Deep Light-field-driven Saliency Detection from a Single View ↗](https://doi.org/10.24963/ijcai.2019/127)**Yongri Piao, Zhengkun Rong, Miao Zhang et al.*57 citations*
171. **[Explaining Reinforcement Learning to Mere Mortals: An Empirical Study ↗](https://doi.org/10.24963/ijcai.2019/184)**A. W. Anderson, Jonathan E. Dodge, Amrita Sadarangani et al.*57 citations*
172. **[Graph-based Neural Sentence Ordering ↗](https://doi.org/10.24963/ijcai.2019/748)**Yongjing Yin, Linfeng Song, Jinsong Su et al.*57 citations*
173. **[Out-of-sample Node Representation Learning for Heterogeneous Graph in Real-time Android Malware Detection ↗](https://doi.org/10.24963/ijcai.2019/576)**Yanfang Ye, Shifu Hou, Lingwei Chen et al.*57 citations*
174. **[Similarity Preserving Representation Learning for Time Series Clustering ↗](https://doi.org/10.24963/ijcai.2019/394)**Qi Lei, Jinfeng Yi, Roman Vaculín et al.*57 citations*
175. **[Story Ending Prediction by Transferable BERT ↗](https://doi.org/10.24963/ijcai.2019/249)**Zhongyang Li, Xiao Ding, Ting Liu*57 citations*
176. **[Unifying Search-based and Compilation-based Approaches to Multi-agent Path Finding through Satisfiability Modulo Theories ↗](https://doi.org/10.24963/ijcai.2019/164)**Pavel Surynek*57 citations*
177. **[A Novel Distribution-Embedded Neural Network for Sensor-Based Activity Recognition ↗](https://doi.org/10.24963/ijcai.2019/779)**Hangwei Qian, Sinno Jialin Pan, Bingshui Da et al.*56 citations*
178. **[Exploring and Distilling Cross-Modal Information for Image Captioning ↗](https://doi.org/10.24963/ijcai.2019/708)**Fenglin Liu, Xuancheng Ren, Yuanxin Liu et al.*56 citations*
179. **[ISLF: Interest Shift and Latent Factors Combination Model for Session-based Recommendation ↗](https://doi.org/10.24963/ijcai.2019/799)**Jing Song, Hong Shen, Zijing Ou et al.*56 citations*
180. **[Bayesian Inference of Linear Temporal Logic Specifications for Contrastive Explanations ↗](https://doi.org/10.24963/ijcai.2019/776)**Joseph Kim, Christian Muise, Ankit Shah et al.*55 citations*
181. **[Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis ↗](https://doi.org/10.24963/ijcai.2019/738)**Bowen Xing, Lejian Liao, Dandan Song et al.*55 citations*
182. **[Equally-Guided Discriminative Hashing for Cross-modal Retrieval ↗](https://doi.org/10.24963/ijcai.2019/662)**Yufeng Shi, Xinge You, Feng Zheng et al.*55 citations*
183. **[Improving Cross-lingual Entity Alignment via Optimal Transport ↗](https://doi.org/10.24963/ijcai.2019/448)**Shichao Pei, Yu Lu, Xiangliang Zhang*55 citations*
184. **[Priority Inheritance with Backtracking for Iterative Multi-agent Path Finding ↗](https://doi.org/10.24963/ijcai.2019/76)**Keisuke Okumura, Manao Machida, Xavier Défago et al.*55 citations*
185. **[Unsupervised Neural Aspect Extraction with Sememes ↗](https://doi.org/10.24963/ijcai.2019/712)**Ling Luo, Xiang Ao, Yan Song et al.*55 citations*
186. **[A Review-Driven Neural Model for Sequential Recommendation ↗](https://doi.org/10.24963/ijcai.2019/397)**Chenliang Li, Xichuan Niu, Xiangyang Luo et al.*54 citations*
187. **[An Input-aware Factorization Machine for Sparse Prediction ↗](https://doi.org/10.24963/ijcai.2019/203)**Yantao Yu, Zhen Wang, Bo Yuan*54 citations*
188. **[GSN: A Graph-Structured Network for Multi-Party Dialogues ↗](https://doi.org/10.24963/ijcai.2019/696)**Wenpeng Hu, Zhangming Chan, Bing Liu et al.*54 citations*
189. **[Bayesian Uncertainty Matching for Unsupervised Domain Adaptation ↗](https://doi.org/10.24963/ijcai.2019/534)**Jun Wen, Nenggan Zheng, Junsong Yuan et al.*53 citations*
190. **[Deep Mask Memory Network with Semantic Dependency and Context Moment for Aspect Level Sentiment Classification ↗](https://doi.org/10.24963/ijcai.2019/707)**Peiqin Lin, Meng Yang, Jianhuang Lai*53 citations*
191. **[Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference ↗](https://doi.org/10.24963/ijcai.2019/541)**Yongji Wu, Defu Lian, Shuowei Jin et al.*53 citations*
192. **[Simultaneous Representation Learning and Clustering for Incomplete Multi-view Data ↗](https://doi.org/10.24963/ijcai.2019/623)**Wenzhang Zhuge, Chenping Hou, Xinwang Liu et al.*53 citations*
193. **[Balanced Ranking with Diversity Constraints ↗](https://doi.org/10.24963/ijcai.2019/836)**Ke Yang, Vasilis Gkatzelis, Julia Stoyanovich*52 citations*
194. **[DeepMellow: Removing the Need for a Target Network in Deep Q-Learning ↗](https://doi.org/10.24963/ijcai.2019/379)**Seungchan Kim, Kavosh Asadi, Michael L. Littman et al.*52 citations*
195. **[Label Distribution Learning with Label Correlations via Low-Rank Approximation ↗](https://doi.org/10.24963/ijcai.2019/461)**Tingting Ren, Xiuyi Jia, Weiwei Li et al.*52 citations*
196. **[Multi-Level Visual-Semantic Alignments with Relation-Wise Dual Attention Network for Image and Text Matching ↗](https://doi.org/10.24963/ijcai.2019/111)**Zhibin Hu, Yongsheng Luo, Jiong Lin et al.*52 citations*
197. **[Nuclei Segmentation via a Deep Panoptic Model with Semantic Feature Fusion ↗](https://doi.org/10.24963/ijcai.2019/121)**Dongnan Liu, Donghao Zhang, Yang Song et al.*52 citations*
198. **[Reparameterizable Subset Sampling via Continuous Relaxations ↗](https://doi.org/10.24963/ijcai.2019/544)**Sang Michael Xie, Stefano Ermon*52 citations*
199. **[Risk Assessment for Networked-guarantee Loans Using High-order Graph Attention Representation ↗](https://doi.org/10.24963/ijcai.2019/807)**Dawei Cheng, Yi Tu, Zhenwei Ma et al.*52 citations*
200. **[Resolution-invariant Person Re-Identification ↗](https://doi.org/10.24963/ijcai.2019/124)**Shunan Mao, Shiliang Steven Zhang, Ming Yang*51 citations*

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