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

1,341 papers · page 7 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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601. **[Antonym-Synonym Classification Based on New Sub-Space Embeddings ↗](https://doi.org/10.1609/aaai.v33i01.33016204)**Muhammad Asif Ali, Yifang Sun, Xiaoling Zhou et al.*21 citations*
602. **[Artificial Counselor System for Stock Investment ↗](https://doi.org/10.1609/aaai.v33i01.33019558)**Hadi NekoeiQachkanloo, Benyamin Ghojogh, Ali Saheb Pasand et al.*21 citations*
603. **[Cogra: Concept-Drift-Aware Stochastic Gradient Descent for Time-Series Forecasting ↗](https://doi.org/10.1609/aaai.v33i01.33014594)**Kohei Miyaguchi, Hiroshi Kajino*21 citations*
604. **[Composable Modular Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v33i01.33014975)**Christopher Simpkins, Charles Lee Isbell*21 citations*
605. **[Estimating the Days to Success of Campaigns in Crowdfunding: A Deep Survival Perspective ↗](https://doi.org/10.1609/aaai.v33i01.33014023)**Binbin Jin, Hongke Zhao, Enhong Chen et al.*21 citations*
606. **[Exploring Knowledge Graphs in an Interpretable Composite Approach for Text Entailment ↗](https://doi.org/10.1609/aaai.v33i01.33017023)**Vivian S. Silva, André Freitas, Siegfried Handschuh*21 citations*
607. **[HyperAdam: A Learnable Task-Adaptive Adam for Network Training ↗](https://doi.org/10.1609/aaai.v33i01.33015297)**Shipeng Wang, Jian Zhong Sun, Zongben Xu*21 citations*
608. **[Hyperprior Induced Unsupervised Disentanglement of Latent Representations ↗](https://doi.org/10.1609/aaai.v33i01.33013175)**Abdul Fatir Ansari, Harold Soh*21 citations*
609. **[Manifold-Valued Image Generation with Wasserstein Generative Adversarial Nets ↗](https://doi.org/10.1609/aaai.v33i01.33013886)**Zhiwu Huang, Jiqing Wu, Luc Van Gool*21 citations*
610. **[Mirroring without Overimitation: Learning Functionally Equivalent Manipulation Actions ↗](https://doi.org/10.1609/aaai.v33i01.33018025)**Hangxin Liu, Chi Zhang, Yixin Zhu et al.*21 citations*
611. **[Neural Collective Graphical Models for Estimating Spatio-Temporal Population Flow from Aggregated Data ↗](https://doi.org/10.1609/aaai.v33i01.33013935)**Tomoharu Iwata, Hitoshi Shimizu*21 citations*
612. **[Tensor Decomposition for Multilayer Networks Clustering ↗](https://doi.org/10.1609/aaai.v33i01.33013371)**Zitai Chen, Chuan Chen, Zibin Zheng et al.*21 citations*
613. **[Tracking Logical Difference in Large-Scale Ontologies: A Forgetting-Based Approach ↗](https://doi.org/10.1609/aaai.v33i01.33013116)**Yizheng Zhao, Ghadah Alghamdi, Renate A. Schmidt et al.*21 citations*
614. **[A Dual Attention Network with Semantic Embedding for Few-Shot Learning ↗](https://doi.org/10.1609/aaai.v33i01.33019079)**Shipeng Yan, Songyang Zhang, Xuming He*20 citations*
615. **[ABox Abduction via Forgetting in ALC ↗](https://doi.org/10.1609/aaai.v33i01.33012768)**Warren Del-Pinto, Renate A. Schmidt*20 citations*
616. **[Answer Identification from Product Reviews for User Questions by Multi-Task Attentive Networks ↗](https://doi.org/10.1609/aaai.v33i01.330145)**Long Chen, Ziyu Guan, Wei Zhong Zhao et al.*20 citations*
617. **[Approximate Stream Reasoning with Metric Temporal Logic under Uncertainty ↗](https://doi.org/10.1609/aaai.v33i01.33012760)**Daniel de Leng, Fredrik Heintz*20 citations*
618. **[Attentive Tensor Product Learning ↗](https://doi.org/10.1609/aaai.v33i01.33011344)**Qiuyuan Huang, Li Deng, Dapeng Oliver Wu et al.*20 citations*
619. **[Backbone Cannot Be Trained at Once: Rolling Back to Pre-Trained Network for Person Re-Identification ↗](https://doi.org/10.1609/aaai.v33i01.33018859)**Youngmin Ro, Jongwon Choi, Dae Ung Jo et al.*20 citations*
620. **[Bayesian Fairness ↗](https://doi.org/10.1609/aaai.v33i01.3301509)**Christos Dimitrakakis, Yang Liu, David C. Parkes et al.*20 citations*
621. **[Certifying the True Error: Machine Learning in Coq with Verified Generalization Guarantees ↗](https://doi.org/10.1609/aaai.v33i01.33012662)**Alexander Bagnall, Gordon Stewart*20 citations*
622. **[Community Detection in Social Networks Considering Topic Correlations ↗](https://doi.org/10.1609/aaai.v33i01.3301321)**Yingkui Wang, Di Jin, Katarzyna Musiał et al.*20 citations*
623. **[Data-to-Text Generation with Content Selection and Planning ↗](https://doi.org/10.1609/aaai.v33i01.33016908)**Ratish Puduppully, Li Dong, Mirella Lapata*20 citations*
624. **[Deep Transformation Method for Discriminant Analysis of Multi-Channel Resting State fMRI ↗](https://doi.org/10.1609/aaai.v33i01.33012556)**Abhay M S Aradhya, Aditya Joglekar, Suresh Sundaram et al.*20 citations*
625. **[Dependency Grammar Induction with a Neural Variational Transition-Based Parser ↗](https://doi.org/10.1609/aaai.v33i01.33016658)**Bowen Li, Jianpeng Cheng, Yang Liu et al.*20 citations*
626. **[Diversity-Driven Extensible Hierarchical Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v33i01.33014992)**Yuhang Song, Jianyi Wang, Thomas Lukasiewicz et al.*20 citations*
627. **[Dual Semi-Supervised Learning for Facial Action Unit Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33018827)**Guozhu Peng, Shangfei Wang*20 citations*
628. **[Dynamic Compositionality in Recursive Neural Networks with Structure-Aware Tag Representations ↗](https://doi.org/10.1609/aaai.v33i01.33016594)**Taeuk Kim, Jihun Choi, Daniel Edmiston et al.*20 citations*
629. **[Enriching Non-Parametric Bidirectional Search Algorithms ↗](https://doi.org/10.1609/aaai.v33i01.33012379)**Shahaf Shperberg, Ariel Felner, Nathan Sturtevant et al.*20 citations*
630. **[Exploiting Sentence Embedding for Medical Question Answering ↗](https://doi.org/10.1609/aaai.v33i01.3301938)**Yu Hao, Xien Liu, Ji Yi Wu et al.*20 citations*
631. **[Faster Gradient-Free Proximal Stochastic Methods for Nonconvex Nonsmooth Optimization ↗](https://doi.org/10.1609/aaai.v33i01.33011503)**Feihu Huang, Bin Gu, Zhouyuan Huo et al.*20 citations*
632. **[Hybrid Reinforcement Learning with Expert State Sequences ↗](https://doi.org/10.1609/aaai.v33i01.33013739)**Xiaoxiao Guo, Shiyu Chang, Mo Yu et al.*20 citations*
633. **[Incorporating Context-Relevant Knowledge into Convolutional Neural Networks for Short Text Classification ↗](https://doi.org/10.1609/aaai.v33i01.330110067)**Jingyun Xu, Yi Cai*20 citations*
634. **[Learning Competitive and Discriminative Reconstructions for Anomaly Detection ↗](https://doi.org/10.1609/aaai.v33i01.33015167)**Kai Tian, Shuigeng Zhou, Jianping Fan et al.*20 citations*
635. **[Learning a Deep Convolutional Network for Colorization in Monochrome-Color Dual-Lens System ↗](https://doi.org/10.1609/aaai.v33i01.33018255)**Xuan Dong, Weixin Li, Xiaojie Wang et al.*20 citations*
636. **[Learning to Write Stories with Thematic Consistency and Wording Novelty ↗](https://doi.org/10.1609/aaai.v33i01.33011715)**Juntao Li, Lidong Bing, Lisong Qiu et al.*20 citations*
637. **[Near-Lossless Binarization of Word Embeddings ↗](https://doi.org/10.1609/aaai.v33i01.33017104)**Julien Tissier, Christophe Gravier, Amaury Habrard*20 citations*
638. **[On Testing of Uniform Samplers ↗](https://doi.org/10.1609/aaai.v33i01.33017777)**Sourav Chakraborty, Kuldeep S. Meel*20 citations*
639. **[Similarity Preserving Deep Asymmetric Quantization for Image Retrieval ↗](https://doi.org/10.1609/aaai.v33i01.33018183)**Junjie Chen, William K. Cheung*20 citations*
640. **[3D Volumetric Modeling with Introspective Neural Networks ↗](https://doi.org/10.1609/aaai.v33i01.33018481)**Wenlong Huang, Brian Lai, Weijian Xu et al.*19 citations*
641. **[A Robust and Efficient Algorithm for the PnL Problem Using Algebraic Distance to Approximate the Reprojection Distance ↗](https://doi.org/10.1609/aaai.v33i01.33019307)**Lipu Zhou, Yi Yang, Montiel Abello et al.*19 citations*
642. **[Active Sampling for Open-Set Classification without Initial Annotation ↗](https://doi.org/10.1609/aaai.v33i01.33014416)**Zhaoyang Liu, Sheng-Jun Huang*19 citations*
643. **[Adversarial Actor-Critic Method for Task and Motion Planning Problems Using Planning Experience ↗](https://doi.org/10.1609/aaai.v33i01.33018017)**Beomjoon Kim, Leslie Pack Kaelbling, Tomás Lozano‐Pérez*19 citations*
644. **[Adversarial Binary Collaborative Filtering for Implicit Feedback ↗](https://doi.org/10.1609/aaai.v33i01.33015248)**Haoyu Wang, Nan Shao, Defu Lian*19 citations*
645. **[An Integral Tag Recommendation Model for Textual Content ↗](https://doi.org/10.1609/aaai.v33i01.33015109)**Shijie Tang, Yuan Yao, Su-Wei Zhang et al.*19 citations*
646. **[Building Human-Machine Trust via Interpretability ↗](https://doi.org/10.1609/aaai.v33i01.33019919)**Umang Bhatt, Pradeep Ravikumar, José M. F. Moura*19 citations*
647. **[How Similar Are Two Elections? ↗](https://doi.org/10.1609/aaai.v33i01.33011909)**Piotr Faliszewski, Piotr Skowron, Arkadii M. Slinko et al.*19 citations*
648. **[Identification of Causal Effects in the Presence of Selection Bias ↗](https://doi.org/10.1609/aaai.v33i01.33012744)**Juan D. Correa, Jin Wen Tian, Elias Bareinboim*19 citations*
649. **[LabelForest: Non-Parametric Semi-Supervised Learning for Activity Recognition ↗](https://doi.org/10.1609/aaai.v33i01.33014520)**Yuchao Ma, Hassan G Ghasemzadeh*19 citations*
650. **[Leveraging Textual Specifications for Grammar-Based Fuzzing of Network Protocols ↗](https://doi.org/10.1609/aaai.v33i01.33019478)**Samuel Jero, Maria Leonor Pacheco, Dan Goldwasser et al.*19 citations*
651. **[MR-NET: Exploiting Mutual Relation for Visual Relationship Detection ↗](https://doi.org/10.1609/aaai.v33i01.33018110)**Yi Bin, Yang Yang, Chaofan Tao et al.*19 citations*
652. **[Meta Learning for Image Captioning ↗](https://doi.org/10.1609/aaai.v33i01.33018626)**Nannan Li, Zhenzhong Chen, Shan Ting Liu*19 citations*
653. **[Multiple Independent Subspace Clusterings ↗](https://doi.org/10.1609/aaai.v33i01.33015353)**Xing Wang, Jun Wang, Carlotta Domeniconi et al.*19 citations*
654. **[Optimal Interdiction of Urban Criminals with the Aid of Real-Time Information ↗](https://doi.org/10.1609/aaai.v33i01.33011262)**Youzhi Zhang, Qingyu Guo, Bo An et al.*19 citations*
655. **[PCGAN: Partition-Controlled Human Image Generation ↗](https://doi.org/10.1609/aaai.v33i01.33018698)**Dong Liang, Rui Wang, Xiaowei Tian et al.*19 citations*
656. **[QUOTA: The Quantile Option Architecture for Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v33i01.33015797)**Shangtong Zhang, Hengshuai Yao*19 citations*
657. **[SADIH: Semantic-Aware DIscrete Hashing ↗](https://doi.org/10.1609/aaai.v33i01.33015853)**Zheng Zhang, Guo-Sen Xie, Yang Li et al.*19 citations*
658. **[SAT-Based Explicit LTLf Satisfiability Checking ↗](https://doi.org/10.1609/aaai.v33i01.33012946)**Jianwen Li, Kristin Yvonne Rozier, Geguang Pu et al.*19 citations*
659. **[Solving Imperfect-Information Games via Discounted Regret Minimization ↗](https://doi.org/10.1609/aaai.v33i01.33011829)**Noam Brown, Tüomas Sandholm*19 citations*
660. **[WAIS: Word Attention for Joint Intent Detection and Slot Filling ↗](https://doi.org/10.1609/aaai.v33i01.33019927)**Sixuan Chen, Shuai Yu*19 citations*
661. **[A Theory of State Abstraction for Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v33i01.33019876)**David Lynn Abel*18 citations*
662. **[Active Learning of Multi-Class Classification Models from Ordered Class Sets ↗](https://doi.org/10.1609/aaai.v33i01.33015589)**Yanbing Xue, Miloš Hauskrecht*18 citations*
663. **[Bayesian Deep Collaborative Matrix Factorization ↗](https://doi.org/10.1609/aaai.v33i01.33015474)**Teng Xiao, Shangsong Liang, Weizhou Shen et al.*18 citations*
664. **[Building Causal Graphs from Medical Literature and Electronic Medical Records ↗](https://doi.org/10.1609/aaai.v33i01.33011102)**Galia Nordon, Gideon Koren, Varda Shalev et al.*18 citations*
665. **[Combo-Action: Training Agent For FPS Game with Auxiliary Tasks ↗](https://doi.org/10.1609/aaai.v33i01.3301954)**Shiyu Huang, Hang Su, Jun Zhu et al.*18 citations*
666. **[Complexity of Abstract Argumentation under a Claim-Centric View ↗](https://doi.org/10.1609/aaai.v33i01.33012801)**Wolfgang Dvořák, Stefan Woltran*18 citations*
667. **[Deep Convolutional Sum-Product Networks ↗](https://doi.org/10.1609/aaai.v33i01.33013248)**Cory J. Butz, Jhonatan S. Oliveira, André Evaristo dos Santos et al.*18 citations*
668. **[Distributional Semantics Meets Multi-Label Learning ↗](https://doi.org/10.1609/aaai.v33i01.33013747)**Vivek Gupta, Rahul Wadbude, Nagarajan Natarajan et al.*18 citations*
669. **[Evolving Action Abstractions for Real-Time Planning in Extensive-Form Games ↗](https://doi.org/10.1609/aaai.v33i01.33012330)**Julian R. H. Mariño, Rubens O. Moraes, Claudio Fabiano Motta Toledo et al.*18 citations*
670. **[Heuristic Search Algorithm for Dimensionality Reduction Optimally Combining Feature Selection and Feature Extraction ↗](https://doi.org/10.1609/aaai.v33i01.33012280)**Baokun He, Swair Shah, Crystal Maung et al.*18 citations*
671. **[Learning Models of Sequential Decision-Making with Partial Specification of Agent Behavior ↗](https://doi.org/10.1609/aaai.v33i01.33012522)**Vaibhav Vasant Unhelkar, Julie Shah*18 citations*
672. **[Learning Multi-Task Communication with Message Passing for Sequence Learning ↗](https://doi.org/10.1609/aaai.v33i01.33014360)**Pengfei Liu, Jie Fu, Yue Dong et al.*18 citations*
673. **[Learning Phenotypes and Dynamic Patient Representations via RNN Regularized Collective Non-Negative Tensor Factorization ↗](https://doi.org/10.1609/aaai.v33i01.33011246)**Kejing Yin, Dong Qian, William K. Cheung et al.*18 citations*
674. **[Learning to Solve NP-Complete Problems: A Graph Neural Network for Decision TSP ↗](https://doi.org/10.1609/aaai.v33i01.33014731)**Marcelo Prates, Pedro Avelar, Henrique Lemos et al.*18 citations*
675. **[Low-Distortion Social Welfare Functions ↗](https://doi.org/10.1609/aaai.v33i01.33011788)**Gerdus Benadè, Ariel D. Procaccia, Mingda Qiao*18 citations*
676. **[NeVAE: A Deep Generative Model for Molecular Graphs ↗](https://doi.org/10.1609/aaai.v33i01.33011110)**Bidisha Samanta, Abir De, Gourhari Jana et al.*18 citations*
677. **[Optimal Projection Guided Transfer Hashing for Image Retrieval ↗](https://doi.org/10.1609/aaai.v33i01.33018754)**Ji Liu, Lei Zhang*18 citations*
678. **[A Machine Learning Suite for Machine Components’ Health-Monitoring ↗](https://doi.org/10.1609/aaai.v33i01.33019472)**Ramin Hasani, Guodong Wang, Radu Grosu*17 citations*
679. **[A Recursive Algorithm for Projected Model Counting ↗](https://doi.org/10.1609/aaai.v33i01.33011536)**Jean-Marie Lagniez, Pierre Marquis*17 citations*
680. **[A Unified Approach to Online Matching with Conflict-Aware Constraints ↗](https://doi.org/10.1609/aaai.v33i01.33012221)**Pan Xu, Yexuan Shi, Hao Cheng et al.*17 citations*
681. **[ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning ↗](https://doi.org/10.1609/aaai.v33i01.33013027)**Maarten Sap, Ronan LeBras, Emily Allaway et al.*17 citations*
682. **[Attentive Temporal Pyramid Network for Dynamic Scene Classification ↗](https://doi.org/10.1609/aaai.v33i01.33018497)**Yuanjun Huang, Xianbin Cao, Xiantong Zhen et al.*17 citations*
683. **[Blameworthiness in Multi-Agent Settings ↗](https://doi.org/10.1609/aaai.v33i01.3301525)**Meir Friedenberg, Joseph Yehuda Halpern*17 citations*
684. **[COALA: A Neural Coverage-Based Approach for Long Answer Selection with Small Data ↗](https://doi.org/10.1609/aaai.v33i01.33016932)**Andreas Rücklé, Nafise Sadat Moosavi, Iryna Gurevych*17 citations*
685. **[CircConv: A Structured Convolution with Low Complexity ↗](https://doi.org/10.1609/aaai.v33i01.33014287)**Siyu Liao, Bo Yuan*17 citations*
686. **[Congestion Graphs for Automated Time Predictions ↗](https://doi.org/10.1609/aaai.v33i01.33014854)**Arik Senderovich, J. Christopher Beck, Avigdor Gal et al.*17 citations*
687. **[Counting and Sampling from Markov Equivalent DAGs Using Clique Trees ↗](https://doi.org/10.1609/aaai.v33i01.33013664)**AmirEmad Ghassami, Saber Salehkaleybar, Negar Kiyavash et al.*17 citations*
688. **[Defending Elections against Malicious Spread of Misinformation ↗](https://doi.org/10.1609/aaai.v33i01.33012213)**Bryan Wilder, Yevgeniy Vorobeychik*17 citations*
689. **[Embedding-Based Complex Feature Value Coupling Learning for Detecting Outliers in Non-IID Categorical Data ↗](https://doi.org/10.1609/aaai.v33i01.33015541)**Hongzuo Xu, Yongjun Wang, Zhiyue Wu et al.*17 citations*
690. **[Extension Removal in Abstract Argumentation – An Axiomatic Approach ↗](https://doi.org/10.1609/aaai.v33i01.33012670)**Ringo Baumann, Gerhard Brewka*17 citations*
691. **[Fully Convolutional Video Captioning with Coarse-to-Fine and Inherited Attention ↗](https://doi.org/10.1609/aaai.v33i01.33018271)**Kuncheng Fang, Lian Zhou, Cheng Jin et al.*17 citations*
692. **[Generating Character Descriptions for Automatic Summarization of Fiction ↗](https://doi.org/10.1609/aaai.v33i01.33017476)**Weiwei Zhang, Jackie Chi Kit Cheung, Joel Oren*17 citations*
693. **[Induction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME ↗](https://doi.org/10.1609/aaai.v33i01.33013052)**Farhad Shakerin, Gopal Gupta*17 citations*
694. **[Large Scale Learning of Agent Rationality in Two-Player Zero-Sum Games ↗](https://doi.org/10.1609/aaai.v33i01.33016104)**Chun Kai Ling, Fei Fang, J. Zico Kolter*17 citations*
695. **[No-Reference Image Quality Assessment with Reinforcement Recursive List-Wise Ranking ↗](https://doi.org/10.1609/aaai.v33i01.33018336)**Jie Gu, Gaofeng Meng, Cheng Da et al.*17 citations*
696. **[On Structured Argumentation with Conditional Preferences ↗](https://doi.org/10.1609/aaai.v33i01.33012792)**Phan Minh Dũng, Phan Minh Thang, Tran Cao Son*17 citations*
697. **[Sliding Window Temporal Graph Coloring ↗](https://doi.org/10.1609/aaai.v33i01.33017667)**George B. Mertzios, Hendrik Molter, Viktor Zamaraev*17 citations*
698. **[The Rensselaer Mandarin Project — A Cognitive and Immersive Language Learning Environment ↗](https://doi.org/10.1609/aaai.v33i01.33019845)**David Allen, Rahul R. Divekar, Jaimie Drozdal et al.*17 citations*
699. **[ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search ↗](https://doi.org/10.1609/aaai.v33i01.33015789)**Shangtong Zhang, Hengshuai Yao*16 citations*
700. **[Adding Constraints to Bayesian Inverse Problems ↗](https://doi.org/10.1609/aaai.v33i01.33011666)**Jiacheng Wu, Jianxun Wang, Shawn C. Shadden*16 citations*

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