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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 3 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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201. **[Closed-Loop Memory GAN for Continual Learning ↗](https://doi.org/10.24963/ijcai.2019/462)**Amanda Rios, Laurent Itti*50 citations*
202. **[Complementary Learning for Overcoming Catastrophic Forgetting Using Experience Replay ↗](https://doi.org/10.24963/ijcai.2019/463)**Mohammad Ghomi Rostami, Soheil Kolouri, Praveen K. Pilly*50 citations*
203. **[How Well Do Machines Perform on IQ tests: a Comparison Study on a Large-Scale Dataset ↗](https://doi.org/10.24963/ijcai.2019/846)**Liu Y, Fangyuan He, Haodi Zhang et al.*50 citations*
204. **[Why Can’t You Do That HAL? Explaining Unsolvability of Planning Tasks ↗](https://doi.org/10.24963/ijcai.2019/197)**Sarath Sreedharan, Siddharth Srivastava, David Edward Smith et al.*50 citations*
205. **[3DViewGraph: Learning Global Features for 3D Shapes from A Graph of Unordered Views with Attention ↗](https://doi.org/10.24963/ijcai.2019/107)**Zhizhong Han, Xiyang Wang, Chi‐Man Vong et al.*49 citations*
206. **[Connectionist Temporal Modeling of Video and Language: a Joint Model for Translation and Sign Labeling ↗](https://doi.org/10.24963/ijcai.2019/106)**Dan Guo, Shengeng Tang, Meng Wang*49 citations*
207. **[DeepCU: Integrating both Common and Unique Latent Information for Multimodal Sentiment Analysis ↗](https://doi.org/10.24963/ijcai.2019/503)**Sunny Verma, Chen Wang, Liming Zhu et al.*49 citations*
208. **[Interpreting and Evaluating Neural Network Robustness ↗](https://doi.org/10.24963/ijcai.2019/583)**Fuxun Yu, Zhuwei Qin, Chenchen Liu et al.*49 citations*
209. **[Learning towards Abstractive Timeline Summarization ↗](https://doi.org/10.24963/ijcai.2019/686)**Xiuying Chen, Zhangming Chan, Shen Gao et al.*49 citations*
210. **[Multi-Prototype Networks for Unconstrained Set-based Face Recognition ↗](https://doi.org/10.24963/ijcai.2019/611)**Jian Cun Zhao, Jianshu Li, Xiaoguang Tu et al.*49 citations*
211. **[Sentiment-Controllable Chinese Poetry Generation ↗](https://doi.org/10.24963/ijcai.2019/684)**Huimin Chen, Xiaoyuan Yi, Maosong Sun et al.*49 citations*
212. **[Unified Embedding Model over Heterogeneous Information Network for Personalized Recommendation ↗](https://doi.org/10.24963/ijcai.2019/529)**Zekai Wang, Hongzhi Liu, Yingpeng Du et al.*49 citations*
213. **[IRC-GAN: Introspective Recurrent Convolutional GAN for Text-to-video Generation ↗](https://doi.org/10.24963/ijcai.2019/307)**Kangle Deng, Tianyi Fei, Xin Huang et al.*48 citations*
214. **[Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling ↗](https://doi.org/10.24963/ijcai.2019/744)**Pengcheng Yang, Fuli Luo, Peng Chen et al.*48 citations*
215. **[MNN: Multimodal Attentional Neural Networks for Diagnosis Prediction ↗](https://doi.org/10.24963/ijcai.2019/823)**Zhi Qiao, Xian Wei Wu, Shen Ge et al.*48 citations*
216. **[Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses ↗](https://doi.org/10.24963/ijcai.2019/833)**Xiao Wang, Siyue Wang, Pin‐Yu Chen et al.*48 citations*
217. **[Answering Binary Causal Questions Through Large-Scale Text Mining: An Evaluation Using Cause-Effect Pairs from Human Experts ↗](https://doi.org/10.24963/ijcai.2019/695)**Oktie Hassanzadeh, Debarun Bhattacharjya, Mark D. Feblowitz et al.*47 citations*
218. **[DANE: Domain Adaptive Network Embedding ↗](https://doi.org/10.24963/ijcai.2019/606)**Yizhou Zhang, Guojie Song, Lun Du et al.*47 citations*
219. **[Deep Learning for Video Captioning: A Review ↗](https://doi.org/10.24963/ijcai.2019/877)**Shaoxiang Chen, Ting Yao, Yu–Gang Jiang*47 citations*
220. **[DeltaDou: Expert-level Doudizhu AI through Self-play ↗](https://doi.org/10.24963/ijcai.2019/176)**Qiqi Jiang, Kuangzheng Li, Boyao Du et al.*47 citations*
221. **[Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting ↗](https://doi.org/10.24963/ijcai.2019/402)**Longyuan Li, Junchi Yan, Xiaokang Yang et al.*47 citations*
222. **[Medical Concept Embedding with Multiple Ontological Representations ↗](https://doi.org/10.24963/ijcai.2019/641)**Lihong Song, Chin Wang Cheong, Kejing Yin et al.*47 citations*
223. **[Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning ↗](https://doi.org/10.24963/ijcai.2019/740)**Mengge Xue, Weiming Cai, Jinsong Su et al.*47 citations*
224. **[FakeTables: Using GANs to Generate Functional Dependency Preserving Tables with Bounded Real Data ↗](https://doi.org/10.24963/ijcai.2019/287)**Haipeng Chen, Sushil Jajodia, Jing Liu et al.*46 citations*
225. **[Knowledge Base Question Answering with Topic Units ↗](https://doi.org/10.24963/ijcai.2019/701)**Yunshi Lan, Shuohang Wang, Jing Jiang*46 citations*
226. **[Learning Semantic Annotations for Tabular Data ↗](https://doi.org/10.24963/ijcai.2019/289)**Jiaoyan Chen, Ernesto Jiménez-Ruiz, Ian Horrocks et al.*46 citations*
227. **[Sequential and Diverse Recommendation with Long Tail ↗](https://doi.org/10.24963/ijcai.2019/380)**Yejin Kim, Kwangseob Kim, Chanyoung Park et al.*46 citations*
228. **[Towards Discriminative Representation Learning for Speech Emotion Recognition ↗](https://doi.org/10.24963/ijcai.2019/703)**Runnan Li, Zhiyong Wu, Jia Jia et al.*46 citations*
229. **[BPAM: Recommendation Based on BP Neural Network with Attention Mechanism ↗](https://doi.org/10.24963/ijcai.2019/542)**Wu-Dong Xi, Ling Huang, Chang‐Dong Wang et al.*45 citations*
230. **[Dilated Convolution with Dilated GRU for Music Source Separation ↗](https://doi.org/10.24963/ijcai.2019/655)**Jen-Yu Liu, Yi‐Hsuan Yang*45 citations*
231. **[Equitable Allocations of Indivisible Goods ↗](https://doi.org/10.24963/ijcai.2019/40)**Rupert Freeman, Sujoy Sikdar, Rohit Vaish et al.*45 citations*
232. **[Integrating Knowledge and Reasoning in Image Understanding ↗](https://doi.org/10.24963/ijcai.2019/873)**Somak Aditya, Yezhou Yang, Chitta R. Baral*45 citations*
233. **[K-Core Maximization: An Edge Addition Approach ↗](https://doi.org/10.24963/ijcai.2019/676)**Zhongxin Zhou, Fan Zhang, Xuemin Lin et al.*45 citations*
234. **[Locate-Then-Detect: Real-time Web Attack Detection via Attention-based Deep Neural Networks ↗](https://doi.org/10.24963/ijcai.2019/656)**Tianlong Liu, Yu Qi, Liang Shi et al.*45 citations*
235. **[Success Prediction on Crowdfunding with Multimodal Deep Learning ↗](https://doi.org/10.24963/ijcai.2019/299)**Chaoran Cheng, Fei Tan, Xiurui Hou et al.*45 citations*
236. **[Attribute Aware Pooling for Pedestrian Attribute Recognition ↗](https://doi.org/10.24963/ijcai.2019/341)**Kai Han, Yunhe Wang, Han Shu et al.*44 citations*
237. **[Computing Approximate Equilibria in Sequential Adversarial Games by Exploitability Descent ↗](https://doi.org/10.24963/ijcai.2019/66)**Edward Lockhart, Marc Lanctot, Julien Pérolat et al.*44 citations*
238. **[Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness ↗](https://doi.org/10.24963/ijcai.2019/660)**NhatHai Phan, Minh N. Vu, Yang Liu et al.*44 citations*
239. **[Hierarchical Representation Learning for Bipartite Graphs ↗](https://doi.org/10.24963/ijcai.2019/398)**Chong Li, Kunyang Jia, Dan Shen et al.*44 citations*
240. **[Knowledge Amalgamation from Heterogeneous Networks by Common Feature Learning ↗](https://doi.org/10.24963/ijcai.2019/428)**Sihui Luo, Xinchao Wang, Gongfan Fang et al.*44 citations*
241. **[Robust Flexible Feature Selection via Exclusive L21 Regularization ↗](https://doi.org/10.24963/ijcai.2019/438)**Di Ming, Chris H. Q. Ding*44 citations*
242. **[AmazonQA: A Review-Based Question Answering Task ↗](https://doi.org/10.24963/ijcai.2019/694)**Mansi Gupta, Nitish Kulkarni, Raghuveer Chanda et al.*43 citations*
243. **[CFM: Convolutional Factorization Machines for Context-Aware Recommendation ↗](https://doi.org/10.24963/ijcai.2019/545)**Xin Xin, Bo Chen, Xiangnan He et al.*43 citations*
244. **[Exploring Computational User Models for Agent Policy Summarization ↗](https://doi.org/10.24963/ijcai.2019/194)**Isaac Lage, Daphna Lifschitz, Finale Doshi‐Velez et al.*43 citations*
245. **[Improved Algorithm on Online Clustering of Bandits ↗](https://doi.org/10.24963/ijcai.2019/405)**Shuai Li, Wei Chen, Shuai Li et al.*43 citations*
246. **[MLRDA: A Multi-Task Semi-Supervised Learning Framework for Drug-Drug Interaction Prediction ↗](https://doi.org/10.24963/ijcai.2019/628)**Xu Chu, Yang Lin, Yasha Wang et al.*43 citations*
247. **[Metric Learning on Healthcare Data with Incomplete Modalities ↗](https://doi.org/10.24963/ijcai.2019/490)**Qiuling Suo, Weida Zhong, Fenglong Ma et al.*42 citations*
248. **[Multi-Group Encoder-Decoder Networks to Fuse Heterogeneous Data for Next-Day Air Quality Prediction ↗](https://doi.org/10.24963/ijcai.2019/603)**Yawen Zhang, Qin Lv, Duanfeng Gao et al.*42 citations*
249. **[Online Learning from Capricious Data Streams: A Generative Approach ↗](https://doi.org/10.24963/ijcai.2019/346)**Yi He, Baijun Wu, Di Wu et al.*42 citations*
250. **[Transfer of Temporal Logic Formulas in Reinforcement Learning ↗](https://doi.org/10.24963/ijcai.2019/557)**Zhe Xu, Ufuk Topcu*42 citations*
251. **[Deeply-learned Hybrid Representations for Facial Age Estimation ↗](https://doi.org/10.24963/ijcai.2019/492)**Zichang Tan, Yang Yang, Jun Wan et al.*41 citations*
252. **[Multi-agent Attentional Activity Recognition ↗](https://doi.org/10.24963/ijcai.2019/186)**Kaixuan Chen, Lina Yao, Dalin Zhang et al.*41 citations*
253. **[Network-Specific Variational Auto-Encoder for Embedding in Attribute Networks ↗](https://doi.org/10.24963/ijcai.2019/370)**Di Jin, Bingyi Li, Pengfei Jiao et al.*41 citations*
254. **[Spotting Collective Behaviour of Online Frauds in Customer Reviews ↗](https://doi.org/10.24963/ijcai.2019/35)**Sarthika Dhawan, Siva Charan Reddy Gangireddy, Shiv Kumar et al.*41 citations*
255. **[Automated Machine Learning with Monte-Carlo Tree Search ↗](https://doi.org/10.24963/ijcai.2019/457)**Herilalaina Rakotoarison, Marc Schoenauer, Michèle Sébag*40 citations*
256. **[Balanced Clustering: A Uniform Model and Fast Algorithm ↗](https://doi.org/10.24963/ijcai.2019/414)**Weibo Lin, He Zhu, Mingyu Xiao*40 citations*
257. **[Deep Variational Koopman Models: Inferring Koopman Observations for Uncertainty-Aware Dynamics Modeling and Control ↗](https://doi.org/10.24963/ijcai.2019/440)**Jeremy Morton, Freddie Witherden, Mykel J. Kochenderfer*40 citations*
258. **[High Dimensional Bayesian Optimization via Supervised Dimension Reduction ↗](https://doi.org/10.24963/ijcai.2019/596)**Miao Zhang, Huiqi Li, Steven Weidong Su*40 citations*
259. **[Parts4Feature: Learning 3D Global Features from Generally Semantic Parts in Multiple Views ↗](https://doi.org/10.24963/ijcai.2019/108)**Zhizhong Han, Xinhai Liu, Yu-Shen Liu et al.*40 citations*
260. **[Pedestrian Attribute Recognition by Joint Visual-semantic Reasoning and Knowledge Distillation ↗](https://doi.org/10.24963/ijcai.2019/117)**Qiaozhe Li, Xin Bo Zhao, Ran He et al.*40 citations*
261. **[Robust Embedding with Multi-Level Structures for Link Prediction ↗](https://doi.org/10.24963/ijcai.2019/728)**Zihan Wang, Zhaochun Ren, Chunyu He et al.*40 citations*
262. **[Sharing Attention Weights for Fast Transformer ↗](https://doi.org/10.24963/ijcai.2019/735)**Tong Xiao, Yinqiao Li, Jingbo Zhu et al.*40 citations*
263. **[Synthesizing Datalog Programs using Numerical Relaxation ↗](https://doi.org/10.24963/ijcai.2019/847)**Xujie Si, Mukund Raghothaman, Kihong Heo et al.*40 citations*
264. **[Graph and Autoencoder Based Feature Extraction for Zero-shot Learning ↗](https://doi.org/10.24963/ijcai.2019/421)**Yang Liu, Deyan Xie, Quanxue Gao et al.*39 citations*
265. **[Group-based Learning of Disentangled Representations with Generalizability for Novel Contents ↗](https://doi.org/10.24963/ijcai.2019/348)**Haruo Hosoya*39 citations*
266. **[Local Search with Efficient Automatic Configuration for Minimum Vertex Cover ↗](https://doi.org/10.24963/ijcai.2019/180)**Chuan Wen Luo, Holger H. Hoos, Shaowei Cai et al.*39 citations*
267. **[Partial Label Learning with Unlabeled Data ↗](https://doi.org/10.24963/ijcai.2019/521)**Qian-Wei Wang, Yufeng Li, Zhi‐Hua Zhou*39 citations*
268. **[Pose-preserving Cross Spectral Face Hallucination ↗](https://doi.org/10.24963/ijcai.2019/143)**Junchi Yu, Jie Cao, Yi Li et al.*39 citations*
269. **[Towards Efficient Detection and Optimal Response against Sophisticated Opponents ↗](https://doi.org/10.24963/ijcai.2019/88)**Tianpei Yang, Jianye Hao, Zhaopeng Meng et al.*39 citations*
270. **[Travel Time Estimation without Road Networks: An Urban Morphological Layout Representation Approach ↗](https://doi.org/10.24963/ijcai.2019/245)**Wuwei Lan, Yanyan Xu, Bin Zhao*39 citations*
271. **[RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering ↗](https://doi.org/10.24963/ijcai.2019/535)**Qingsong Wen, Jingkun Gao, Xiaomin Song et al.*38 citations*
272. **[Supervised Short-Length Hashing ↗](https://doi.org/10.24963/ijcai.2019/420)**Xingbo Liu, Xiushan Nie, Quan Zhou et al.*38 citations*
273. **[A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots ↗](https://doi.org/10.24963/ijcai.2019/756)**Xueliang Zhao, Chongyang Tao, Wei Wu et al.*37 citations*
274. **[Adversarial Transfer for Named Entity Boundary Detection with Pointer Networks ↗](https://doi.org/10.24963/ijcai.2019/702)**Jing Li, Deheng Ye, Shuo Shang*37 citations*
275. **[Classification with Label Distribution Learning ↗](https://doi.org/10.24963/ijcai.2019/515)**Jing Wang, Xin Geng*37 citations*
276. **[Dual Visual Attention Network for Visual Dialog ↗](https://doi.org/10.24963/ijcai.2019/693)**Dan Guo, Hui Wang, Meng Wang*37 citations*
277. **[Learning Low-precision Neural Networks without Straight-Through Estimator (STE) ↗](https://doi.org/10.24963/ijcai.2019/425)**Zhi-Gang Liu, Matthew Mattina*37 citations*
278. **[MEGAN: A Generative Adversarial Network for Multi-View Network Embedding ↗](https://doi.org/10.24963/ijcai.2019/489)**Yiwei Sun, Suhang Wang, Tsung-Yu Hsieh et al.*37 citations*
279. **[Meta Reinforcement Learning with Task Embedding and Shared Policy ↗](https://doi.org/10.24963/ijcai.2019/387)**Lin Lan, Zhenguo Li, Xiaohong Guan et al.*37 citations*
280. **[Multi-View Multiple Clustering ↗](https://doi.org/10.24963/ijcai.2019/572)**Shixing Yao, Guoxian Yu, Jun Wang et al.*37 citations*
281. **[Musical Composition Style Transfer via Disentangled Timbre Representations ↗](https://doi.org/10.24963/ijcai.2019/652)**Yun-Ning Amy Hung, I-Tung Chiang, Yi‐An Chen et al.*37 citations*
282. **[Neural Network based Continuous Conditional Random Field for Fine-grained Crime Prediction ↗](https://doi.org/10.24963/ijcai.2019/577)**Fei Yi, Zhiwen Yu, Fuzhen Zhuang et al.*37 citations*
283. **[Statistical Guarantees for the Robustness of Bayesian Neural Networks ↗](https://doi.org/10.24963/ijcai.2019/789)**Luca Cardelli, Marta Kwiatkowska, Luca Laurenti et al.*37 citations*
284. **[Convolutional Auto-encoding of Sentence Topics for Image Paragraph Generation ↗](https://doi.org/10.24963/ijcai.2019/132)**Jing Wang, Yingwei Pan, Ting Yao et al.*36 citations*
285. **[Improving the Robustness of Deep Neural Networks via Adversarial Training with Triplet Loss ↗](https://doi.org/10.24963/ijcai.2019/403)**Pengcheng Li, Jinfeng Yi, Bowen Zhou et al.*36 citations*
286. **[Learning Description Logic Concepts: When can Positive and Negative Examples be Separated? ↗](https://doi.org/10.24963/ijcai.2019/233)**Maurice Funk, Jean Christoph Jung, Carsten Lutz et al.*36 citations*
287. **[Learning Swarm Behaviors using Grammatical Evolution and Behavior Trees ↗](https://doi.org/10.24963/ijcai.2019/73)**Aadesh Neupane, Michael A. Goodrich*36 citations*
288. **[Value Function Transfer for Deep Multi-Agent Reinforcement Learning Based on N-Step Returns ↗](https://doi.org/10.24963/ijcai.2019/65)**Yong Liu, Yujing Hu, Yang Gao et al.*36 citations*
289. **[Community Detection and Link Prediction via Cluster-driven Low-rank Matrix Completion ↗](https://doi.org/10.24963/ijcai.2019/469)**Junming Shao, Zhong Zhang, Zhongjing Yu et al.*35 citations*
290. **[Multi-Domain Sentiment Classification Based on Domain-Aware Embedding and Attention ↗](https://doi.org/10.24963/ijcai.2019/681)**Yitao Cai, Xiaojun Wan*35 citations*
291. **[PI-Bully: Personalized Cyberbullying Detection with Peer Influence ↗](https://doi.org/10.24963/ijcai.2019/808)**Lu Cheng, Jundong Li, Yasin N. Silva et al.*35 citations*
292. **[Positive and Unlabeled Learning with Label Disambiguation ↗](https://doi.org/10.24963/ijcai.2019/590)**Chuang Zhang, Dexin Ren, Tongliang Liu et al.*35 citations*
293. **[Soft Policy Gradient Method for Maximum Entropy Deep Reinforcement Learning ↗](https://doi.org/10.24963/ijcai.2019/475)**Wenjie Shi, Shiji Song, Cheng Wu*35 citations*
294. **[Binarized Collaborative Filtering with Distilling Graph Convolutional Network ↗](https://doi.org/10.24963/ijcai.2019/667)**Haoyu Wang, Defu Lian, Yong Ge*34 citations*
295. **[Deep Active Learning with Adaptive Acquisition ↗](https://doi.org/10.24963/ijcai.2019/343)**Manuel Haußmann, Fred A. Hamprecht, Melih Kandemir*34 citations*
296. **[Aggressive Driving Saves More Time? Multi-task Learning for Customized Travel Time Estimation ↗](https://doi.org/10.24963/ijcai.2019/234)**Ruipeng Gao, Xiaoyu Guo, Fuyong Sun et al.*33 citations*
297. **[Exploiting Social Influence to Control Elections Based on Scoring Rules ↗](https://doi.org/10.24963/ijcai.2019/29)**Federico Corò, Emilio Cruciani, Gianlorenzo D’Angelo et al.*33 citations*
298. **[Harnessing the Vulnerability of Latent Layers in Adversarially Trained Models ↗](https://doi.org/10.24963/ijcai.2019/385)**Nupur Kumari, Mayank Singh, Abhishek Sinha et al.*33 citations*
299. **[Large-Scale Home Energy Management Using Entropy-Based Collective Multiagent Deep Reinforcement Learning Framework ↗](https://doi.org/10.24963/ijcai.2019/89)**Yaodong Yang, Jianye Hao, Yan Zheng et al.*33 citations*
300. **[Self-attentive Biaffine Dependency Parsing ↗](https://doi.org/10.24963/ijcai.2019/704)**Ying Li, Zhenghua Li, Min Zhang et al.*33 citations*

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