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

1,341 papers · page 6 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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501. **[Hierarchical Photo-Scene Encoder for Album Storytelling ↗](https://doi.org/10.1609/aaai.v33i01.33018909)**Bairui Wang, Lin Ma, Wei Zhang et al.*29 citations*
502. **[Hotels-50K: A Global Hotel Recognition Dataset ↗](https://doi.org/10.1609/aaai.v33i01.3301726)**Abby Stylianou, Hong Xuan, Maya Shende et al.*29 citations*
503. **[Learning from Web Data Using Adversarial Discriminative Neural Networks for Fine-Grained Classification ↗](https://doi.org/10.1609/aaai.v33i01.3301273)**Xiaoxiao Sun, Liyi Chen, Jufeng Yang*29 citations*
504. **[Triple Classification Using Regions and Fine-Grained Entity Typing ↗](https://doi.org/10.1609/aaai.v33i01.330177)**Tiansi Dong, Zhigang Wang, Juanzi Li et al.*29 citations*
505. **[Violence Rating Prediction from Movie Scripts ↗](https://doi.org/10.1609/aaai.v33i01.3301671)**Victor R. Martínez, Krishna Somandepalli, Karan Singla et al.*29 citations*
506. **[A Novel Framework for Robustness Analysis of Visual QA Models ↗](https://doi.org/10.1609/aaai.v33i01.33018449)**Jia-Hong Huang, Cuong Duc Dao, Modar Alfadly et al.*28 citations*
507. **[Cross-Domain Visual Representations via Unsupervised Graph Alignment ↗](https://doi.org/10.1609/aaai.v33i01.33015613)**Baoyao Yang, Pong Chi Yuen*28 citations*
508. **[Deception in Finitely Repeated Security Games ↗](https://doi.org/10.1609/aaai.v33i01.33012133)**Thanh H. Nguyen, Yongzhao Wang, Arunesh Sinha et al.*28 citations*
509. **[Exact and Approximate Weighted Model Integration with Probability Density Functions Using Knowledge Compilation ↗](https://doi.org/10.1609/aaai.v33i01.33017825)**Pedro Zuidberg Dos Martires, Anton Dries, Luc De Raedt*28 citations*
510. **[Generalized Batch Normalization: Towards Accelerating Deep Neural Networks ↗](https://doi.org/10.1609/aaai.v33i01.33011682)**Xiaoyong Yuan, Zheng Feng, Matthew Norton et al.*28 citations*
511. **[Lifted Proximal Operator Machines ↗](https://doi.org/10.1609/aaai.v33i01.33014181)**Jia Li, Cong Fang, Zhouchen Lin*28 citations*
512. **[Mining Entity Synonyms with Efficient Neural Set Generation ↗](https://doi.org/10.1609/aaai.v33i01.3301249)**Jiaming Shen, Ruiliang Lyu, Xiang Ren et al.*28 citations*
513. **[PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network ↗](https://doi.org/10.1609/aaai.v33i01.33011174)**Bryan K. Wang, Yi‐Hsuan Yang*28 citations*
514. **[Automatic Generation of Chinese Short Product Titles for Mobile Display ↗](https://doi.org/10.1609/aaai.v33i01.33019460)**Yu Gong, Xusheng Luo, Kenny Qili Zhu et al.*27 citations*
515. **[Complex Unitary Recurrent Neural Networks Using Scaled Cayley Transform ↗](https://doi.org/10.1609/aaai.v33i01.33014528)**Kehelwala Dewage Gayan Maduranga, Kyle Helfrich, Qiang Ye*27 citations*
516. **[DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization ↗](https://doi.org/10.1609/aaai.v33i01.33016999)**Jiaxin Shi, Liang Chen, Lei Hou et al.*27 citations*
517. **[Domain Agnostic Real-Valued Specificity Prediction ↗](https://doi.org/10.1609/aaai.v33i01.33016610)**Wei-Jen Ko, Greg Durrett, Junyi Jessy Li*27 citations*
518. **[Exploiting the Contagious Effect for Employee Turnover Prediction ↗](https://doi.org/10.1609/aaai.v33i01.33011166)**Mingfei Teng, Hengshu Zhu, Chuanren Liu et al.*27 citations*
519. **[Exploring Human-Like Reading Strategy for Abstractive Text Summarization ↗](https://doi.org/10.1609/aaai.v33i01.33017362)**Min Yang, Qiang Qu, Wenting Tu et al.*27 citations*
520. **[Hierarchical Classification Based on Label Distribution Learning ↗](https://doi.org/10.1609/aaai.v33i01.33015533)**Chang-Dong Xu, Xin Geng*27 citations*
521. **[Hierarchical Context Enabled Recurrent Neural Network for Recommendation ↗](https://doi.org/10.1609/aaai.v33i01.33014983)**Kyungwoo Song, Mingi Ji, Sungrae Park et al.*27 citations*
522. **[Joint Dynamic Pose Image and Space Time Reversal for Human Action Recognition from Videos ↗](https://doi.org/10.1609/aaai.v33i01.33018762)**Mengyuan Liu, Fanyang Meng, Chen Chen et al.*27 citations*
523. **[Multi-View Information-Theoretic Co-Clustering for Co-Occurrence Data ↗](https://doi.org/10.1609/aaai.v33i01.3301379)**Peng Xu, Zhaohong Deng, Kup‐Sze Choi et al.*27 citations*
524. **[Multi-View Multi-Instance Multi-Label Learning Based on Collaborative Matrix Factorization ↗](https://doi.org/10.1609/aaai.v33i01.33015508)**Yuying Xing, Guoxian Yu, Carlotta Domeniconi et al.*27 citations*
525. **[The Level Weighted Structural Similarity Loss: A Step Away from MSE ↗](https://doi.org/10.1609/aaai.v33i01.33019989)**Yingjing Lu*27 citations*
526. **[Trust Region Evolution Strategies ↗](https://doi.org/10.1609/aaai.v33i01.33014352)**Guoqing Liu, Li Zhao, Feidiao Yang et al.*27 citations*
527. **[Weighted Oblique Decision Trees ↗](https://doi.org/10.1609/aaai.v33i01.33015621)**Binbin Yang, Song-Qing Shen, Wei Gao*27 citations*
528. **[Balancing Relevance and Diversity in Online Bipartite Matching via Submodularity ↗](https://doi.org/10.1609/aaai.v33i01.33011877)**John P. Dickerson, Karthik Abinav Sankararaman, Aravind Srinivasan et al.*26 citations*
529. **[Grading Uncompilable Programs ↗](https://doi.org/10.1609/aaai.v33i01.33019389)**Rohit Takhar, Varun Aggarwal*26 citations*
530. **[Learning Plackett-Luce Mixtures from Partial Preferences ↗](https://doi.org/10.1609/aaai.v33i01.33014328)**Ao Liu, Zhibing Zhao, Chao Liao et al.*26 citations*
531. **[Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models ↗](https://doi.org/10.1609/aaai.v33i01.33012727)**Andreas Bunte, Benno Stein, Oliver Niggemann*26 citations*
532. **[Pathological Evidence Exploration in Deep Retinal Image Diagnosis ↗](https://doi.org/10.1609/aaai.v33i01.33011093)**Yuhao Niu, Lin Gu, Feng Lu et al.*26 citations*
533. **[TransGate: Knowledge Graph Embedding with Shared Gate Structure ↗](https://doi.org/10.1609/aaai.v33i01.33013100)**Jun Yuan, Neng Gao, Xiang Ji*26 citations*
534. **[BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection ↗](https://doi.org/10.1609/aaai.v33i01.33018102)**Hedi Ben-younes, Rémi Cadène, Nicolas Thome et al.*25 citations*
535. **[Collaborative, Dynamic and Diversified User Profiling ↗](https://doi.org/10.1609/aaai.v33i01.33014269)**Shangsong Liang*25 citations*
536. **[Discrete Social Recommendation ↗](https://doi.org/10.1609/aaai.v33i01.3301208)**Chenghao Liu, Xin Wang, Tao Lu et al.*25 citations*
537. **[Efficient Quantization for Neural Networks with Binary Weights and Low Bitwidth Activations ↗](https://doi.org/10.1609/aaai.v33i01.33013854)**Kun Huang, Bingbing Ni, Xiaokang Yang*25 citations*
538. **[Explainable, Normative, and Justified Agency ↗](https://doi.org/10.1609/aaai.v33i01.33019775)**Pat Langley*25 citations*
539. **[Fuzzy-Classification Assisted Solution Preselection in Evolutionary Optimization ↗](https://doi.org/10.1609/aaai.v33i01.33012403)**Aimin Zhou, Jinyuan Zhang, Jianyong Sun et al.*25 citations*
540. **[Gaussian-Induced Convolution for Graphs ↗](https://doi.org/10.1609/aaai.v33i01.33014007)**Jiatao Jiang, Zhen Cui, Chunyan Xu et al.*25 citations*
541. **[Guiding the One-to-One Mapping in CycleGAN via Optimal Transport ↗](https://doi.org/10.1609/aaai.v33i01.33014432)**Guansong Lu, Zhiming Zhou, Yuxuan Song et al.*25 citations*
542. **[Image Saliency Prediction in Transformed Domain: A Deep Complex Neural Network Method ↗](https://doi.org/10.1609/aaai.v33i01.33018521)**Lai Wei Jiang, Zhe Wang, Mai Xu et al.*25 citations*
543. **[Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting ↗](https://doi.org/10.1609/aaai.v33i01.33013638)**Yuyang Gao, Liang Zhao, Lingfei Wu et al.*25 citations*
544. **[Incorporating Semantic Similarity with Geographic Correlation for Query-POI Relevance Learning ↗](https://doi.org/10.1609/aaai.v33i01.33011270)**Ji Zhao, Dan Peng, Chuhan Wu et al.*25 citations*
545. **[Non-Asymptotic Uniform Rates of Consistency for k-NN Regression ↗](https://doi.org/10.1609/aaai.v33i01.33013999)**Heinrich Jiang*25 citations*
546. **[Primarily about Primaries ↗](https://doi.org/10.1609/aaai.v33i01.33011804)**Allan Borodin, Omer Lev, Nisarg Shah et al.*25 citations*
547. **[Region-Based Message Exploration over Spatio-Temporal Data Streams ↗](https://doi.org/10.1609/aaai.v33i01.3301873)**Lisi Chen, Shuo Shang*25 citations*
548. **[Unsupervised Post-Processing of Word Vectors via Conceptor Negation ↗](https://doi.org/10.1609/aaai.v33i01.33016778)**Tianlin Liu, Lyle Ungar, João Sedoc*25 citations*
549. **[Character n-Gram Embeddings to Improve RNN Language Models ↗](https://doi.org/10.1609/aaai.v33i01.33015074)**Sho Takase, Jun Suzuki, Masaaki Nagata*24 citations*
550. **[DeepDPM: Dynamic Population Mapping via Deep Neural Network ↗](https://doi.org/10.1609/aaai.v33i01.33011294)**Zefang Zong, Jie Ming Feng, Kechun Liu et al.*24 citations*
551. **[Distributed PageRank Computation: An Improved Theoretical Study ↗](https://doi.org/10.1609/aaai.v33i01.33014496)**Siqiang Luo*24 citations*
552. **[Explicitly Imposing Constraints in Deep Networks via Conditional Gradients Gives Improved Generalization and Faster Convergence ↗](https://doi.org/10.1609/aaai.v33i01.33014772)**Sathya N. Ravi, Tuan Dinh, Vishnu Suresh Lokhande et al.*24 citations*
553. **[Hypergraph Optimization for Multi-Structural Geometric Model Fitting ↗](https://doi.org/10.1609/aaai.v33i01.33018730)**Shuyuan Lin, Guobao Xiao, Yan Yan et al.*24 citations*
554. **[Large-Scale Heterogeneous Feature Embedding ↗](https://doi.org/10.1609/aaai.v33i01.33013878)**Xiao Xia Huang, Qingquan Song, Fan Yang et al.*24 citations*
555. **[Partially Observable Multi-Sensor Sequential Change Detection: A Combinatorial Multi-Armed Bandit Approach ↗](https://doi.org/10.1609/aaai.v33i01.33015733)**Chen Zhang, Steven C. H. Hoi*24 citations*
556. **[SCNN: A General Distribution Based Statistical Convolutional Neural Network with Application to Video Object Detection ↗](https://doi.org/10.1609/aaai.v33i01.33015321)**Tianchen Wang, Jinjun Xiong, Xiaowei Xu et al.*24 citations*
557. **[The Kelly Growth Optimal Portfolio with Ensemble Learning ↗](https://doi.org/10.1609/aaai.v33i01.33011134)**Weiwei Shen, Bin Wang, Jian Pu et al.*24 citations*
558. **[Unsupervised Feature Selection by Pareto Optimization ↗](https://doi.org/10.1609/aaai.v33i01.33013534)**Chao Feng, Chao Qian, Ke Tang*24 citations*
559. **[Building Trust in Deep Learning System towards Automated Disease Detection ↗](https://doi.org/10.1609/aaai.v33i01.33019516)**Zhan Wei Lim, Mong Li Lee, Wynne Hsu et al.*23 citations*
560. **[Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection ↗](https://doi.org/10.1609/aaai.v33i01.33017715)**Silvan Sievers, Michael Katz, Shirin Sohrabi et al.*23 citations*
561. **[Desiderata for Interpretability: Explaining Decision Tree Predictions with Counterfactuals ↗](https://doi.org/10.1609/aaai.v33i01.330110035)**Kacper Sokol, Peter A. Flach*23 citations*
562. **[EWGAN: Entropy-Based Wasserstein GAN for Imbalanced Learning ↗](https://doi.org/10.1609/aaai.v33i01.330110011)**Jinfu Ren, Yang Liu, Jiming Liu*23 citations*
563. **[Generating Live Soccer-Match Commentary from Play Data ↗](https://doi.org/10.1609/aaai.v33i01.33017096)**Yasufumi Taniguchi, Yukun Feng, Hiroya Takamura et al.*23 citations*
564. **[Guided Dropout ↗](https://doi.org/10.1609/aaai.v33i01.33014065)**Rohit Keshari, Richa Singh, Mayank Vatsa A*23 citations*
565. **[Improving One-Class Collaborative Filtering via Ranking-Based Implicit Regularizer ↗](https://doi.org/10.1609/aaai.v33i01.330137)**Jin Chen, Defu Lian, Kai Zheng*23 citations*
566. **[Learning Features and Abstract Actions for Computing Generalized Plans ↗](https://doi.org/10.1609/aaai.v33i01.33012703)**Blai Bonet, Guillem Marca Francés, Héctor Geffner*23 citations*
567. **[Learning How to Ground a Plan – Partial Grounding in Classical Planning ↗](https://doi.org/10.1609/aaai.v33i01.33017602)**Daniel Gnad, Álvaro Torralba, Martín Ariel Domínguez et al.*23 citations*
568. **[Learning to Teach in Cooperative Multiagent Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v33i01.33016128)**Shayegan Omidshafiei, Dong-Ki Kim, Miao Liu et al.*23 citations*
569. **[Probabilistic Model Checking of Robots Deployed in Extreme Environments ↗](https://doi.org/10.1609/aaai.v33i01.33018066)**Xingyu Zhao, Valentin Robu, David Flynn et al.*23 citations*
570. **[Regular Boardgames ↗](https://doi.org/10.1609/aaai.v33i01.33011699)**Jakub Kowalski, Maksymilian Mika, Jakub Sutowicz et al.*23 citations*
571. **[Video Imprint Segmentation for Temporal Action Detection in Untrimmed Videos ↗](https://doi.org/10.1609/aaai.v33i01.33018328)**Zhanning Gao, Le Wang, Qilin Zhang et al.*23 citations*
572. **[A Topic-Aware Reinforced Model for Weakly Supervised Stance Detection ↗](https://doi.org/10.1609/aaai.v33i01.33017249)**Penghui Wei, Wenji Mao, Guandan Chen*22 citations*
573. **[Consensus in Opinion Formation Processes in Fully Evolving Environments ↗](https://doi.org/10.1609/aaai.v33i01.33016022)**Vincenzo Auletta, Angelo Fanelli, Diodato Ferraioli*22 citations*
574. **[Counting Complexity for Reasoning in Abstract Argumentation ↗](https://doi.org/10.1609/aaai.v33i01.33012827)**Johannes K. Fichte, Markus Hecher, Arne Meier*22 citations*
575. **[Cousin Network Guided Sketch Recognition via Latent Attribute Warehouse ↗](https://doi.org/10.1609/aaai.v33i01.33019203)**Kaihao Zhang, Wenhan Luo, Lin Ma et al.*22 citations*
576. **[Coverage Centrality Maximization in Undirected Networks ↗](https://doi.org/10.1609/aaai.v33i01.3301501)**Gianlorenzo D’Angelo, MARTIN E. OLSEN, Lorenzo Severini*22 citations*
577. **[Deep Reactive Policies for Planning in Stochastic Nonlinear Domains ↗](https://doi.org/10.1609/aaai.v33i01.33017530)**Thiago Pereira Bueno, Leliane Nunes de Barros, Denis Deratani Mauá et al.*22 citations*
578. **[Deep Single-View 3D Object Reconstruction with Visual Hull Embedding ↗](https://doi.org/10.1609/aaai.v33i01.33018941)**Hanqing Wang, Jiaolong Yang, Wei Ge Liang et al.*22 citations*
579. **[DeepCCFV: Camera Constraint-Free Multi-View Convolutional Neural Network for 3D Object Retrieval ↗](https://doi.org/10.1609/aaai.v33i01.33018505)**Zhengyue Huang, Zhehui Zhao, Hengguang Zhou et al.*22 citations*
580. **[Dictionary-Guided Editing Networks for Paraphrase Generation ↗](https://doi.org/10.1609/aaai.v33i01.33016546)**Shaohan Huang, Yu Wu, Furu Wei et al.*22 citations*
581. **[Dirichlet Multinomial Mixture with Variational Manifold Regularization: Topic Modeling over Short Texts ↗](https://doi.org/10.1609/aaai.v33i01.33017884)**Ximing Li, Jiaojiao Zhang, Jihong Ouyang*22 citations*
582. **[Efficient Counterfactual Learning from Bandit Feedback ↗](https://doi.org/10.1609/aaai.v33i01.33014634)**Yusuke Narita, Shota Yasui, Kohei Yata*22 citations*
583. **[Functional Connectivity Network Analysis with Discriminative Hub Detection for Brain Disease Identification ↗](https://doi.org/10.1609/aaai.v33i01.33011198)**Mingliang Wang, Jiashuang Huang, Mingxia Liu et al.*22 citations*
584. **[Human-in-the-Loop Feature Selection ↗](https://doi.org/10.1609/aaai.v33i01.33012438)**Alvaro H. C. Correia, Freddy Lécué*22 citations*
585. **[Learning Optimal Strategies to Commit To ↗](https://doi.org/10.1609/aaai.v33i01.33012149)**Binghui Peng, Weiran Shen, Pingzhong Tang et al.*22 citations*
586. **[MIGAN: Malware Image Synthesis Using GANs ↗](https://doi.org/10.1609/aaai.v33i01.330110033)**Abhishek Singh, Debojyoti Dutta, Amit Kumar Saha*22 citations*
587. **[Model-Based Diagnosis of Hybrid Systems Using Satisfiability Modulo Theory ↗](https://doi.org/10.1609/aaai.v33i01.33011452)**Alexander Diedrich, Alexander Maier, Oliver Niggemann*22 citations*
588. **[Multi-Attribute Transfer via Disentangled Representation ↗](https://doi.org/10.1609/aaai.v33i01.33019195)**Jianfu Zhang, Yuanyuan Huang, Yaoyi Li et al.*22 citations*
589. **[Multi-Source Neural Variational Inference ↗](https://doi.org/10.1609/aaai.v33i01.33014114)**Richard Kurle, Stephan Günnemann, Patrick van der Smagt*22 citations*
590. **[Multigrid Backprojection Super–Resolution and Deep Filter Visualization ↗](https://doi.org/10.1609/aaai.v33i01.33014642)**Pablo Navarrete Michelini, Hanwen Liu, Dan Zhu*22 citations*
591. **[Reinforcement Learning under Threats ↗](https://doi.org/10.1609/aaai.v33i01.33019939)**Víctor Gallego, Roi Naveiro, David Rı́os Insua*22 citations*
592. **[Representing and Learning Grammars in Answer Set Programming ↗](https://doi.org/10.1609/aaai.v33i01.33012919)**Mark Law, Alessandra Russo, Elisa Bertino et al.*22 citations*
593. **[Safe Policy Improvement with Baseline Bootstrapping in Factored Environments ↗](https://doi.org/10.1609/aaai.v33i01.33014967)**Thiago D. Simão, Matthijs T. J. Spaan*22 citations*
594. **[Structural Causal Bandits with Non-Manipulable Variables ↗](https://doi.org/10.1609/aaai.v33i01.33014164)**Sanghack Lee, Elias Bareinboim*22 citations*
595. **[Towards Automated Semi-Supervised Learning ↗](https://doi.org/10.1609/aaai.v33i01.33014237)**Yu-Feng Li, Hai Wang, Tong Wei et al.*22 citations*
596. **[A Deep Cascade Model for Multi-Document Reading Comprehension ↗](https://doi.org/10.1609/aaai.v33i01.33017354)**Ming Yan, Jiangnan Xia, Chen Wu et al.*21 citations*
597. **[A Deep Reinforcement Learning Based Multi-Step Coarse to Fine Question Answering (MSCQA) System ↗](https://doi.org/10.1609/aaai.v33i01.33017224)**Yu Wang, Hongxia Jin*21 citations*
598. **[Acting and Planning Using Operational Models ↗](https://doi.org/10.1609/aaai.v33i01.33017691)**Sunandita Patra, Malik Ghallab, Dana S. Nau et al.*21 citations*
599. **[Active Generative Adversarial Network for Image Classification ↗](https://doi.org/10.1609/aaai.v33i01.33014090)**Quan Kong, Bin Tong, Martin Klinkigt et al.*21 citations*
600. **[Adversarial Training for Community Question Answer Selection Based on Multi-Scale Matching ↗](https://doi.org/10.1609/aaai.v33i01.3301395)**Yang Xiao, Madian Khabsa, Miaosen Wang et al.*21 citations*

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