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

Antonym-Synonym Classification Based on New Sub-Space Embeddings ↗Muhammad Asif Ali, Yifang Sun, Xiaoling Zhou et al.21 citations
Artificial Counselor System for Stock Investment ↗Hadi NekoeiQachkanloo, Benyamin Ghojogh, Ali Saheb Pasand et al.21 citations
Cogra: Concept-Drift-Aware Stochastic Gradient Descent for Time-Series Forecasting ↗Kohei Miyaguchi, Hiroshi Kajino21 citations
Composable Modular Reinforcement Learning ↗Christopher Simpkins, Charles Lee Isbell21 citations
Estimating the Days to Success of Campaigns in Crowdfunding: A Deep Survival Perspective ↗Binbin Jin, Hongke Zhao, Enhong Chen et al.21 citations
Exploring Knowledge Graphs in an Interpretable Composite Approach for Text Entailment ↗Vivian S. Silva, André Freitas, Siegfried Handschuh21 citations
HyperAdam: A Learnable Task-Adaptive Adam for Network Training ↗Shipeng Wang, Jian Zhong Sun, Zongben Xu21 citations
Hyperprior Induced Unsupervised Disentanglement of Latent Representations ↗Abdul Fatir Ansari, Harold Soh21 citations
Manifold-Valued Image Generation with Wasserstein Generative Adversarial Nets ↗Zhiwu Huang, Jiqing Wu, Luc Van Gool21 citations
Mirroring without Overimitation: Learning Functionally Equivalent Manipulation Actions ↗Hangxin Liu, Chi Zhang, Yixin Zhu et al.21 citations
Neural Collective Graphical Models for Estimating Spatio-Temporal Population Flow from Aggregated Data ↗Tomoharu Iwata, Hitoshi Shimizu21 citations
Tensor Decomposition for Multilayer Networks Clustering ↗Zitai Chen, Chuan Chen, Zibin Zheng et al.21 citations
Tracking Logical Difference in Large-Scale Ontologies: A Forgetting-Based Approach ↗Yizheng Zhao, Ghadah Alghamdi, Renate A. Schmidt et al.21 citations
A Dual Attention Network with Semantic Embedding for Few-Shot Learning ↗Shipeng Yan, Songyang Zhang, Xuming He20 citations
ABox Abduction via Forgetting in ALC ↗Warren Del-Pinto, Renate A. Schmidt20 citations
Answer Identification from Product Reviews for User Questions by Multi-Task Attentive Networks ↗Long Chen, Ziyu Guan, Wei Zhong Zhao et al.20 citations
Approximate Stream Reasoning with Metric Temporal Logic under Uncertainty ↗Daniel de Leng, Fredrik Heintz20 citations
Attentive Tensor Product Learning ↗Qiuyuan Huang, Li Deng, Dapeng Oliver Wu et al.20 citations
Backbone Cannot Be Trained at Once: Rolling Back to Pre-Trained Network for Person Re-Identification ↗Youngmin Ro, Jongwon Choi, Dae Ung Jo et al.20 citations
Bayesian Fairness ↗Christos Dimitrakakis, Yang Liu, David C. Parkes et al.20 citations
Certifying the True Error: Machine Learning in Coq with Verified Generalization Guarantees ↗Alexander Bagnall, Gordon Stewart20 citations
Community Detection in Social Networks Considering Topic Correlations ↗Yingkui Wang, Di Jin, Katarzyna Musiał et al.20 citations
Data-to-Text Generation with Content Selection and Planning ↗Ratish Puduppully, Li Dong, Mirella Lapata20 citations
Deep Transformation Method for Discriminant Analysis of Multi-Channel Resting State fMRI ↗Abhay M S Aradhya, Aditya Joglekar, Suresh Sundaram et al.20 citations
Dependency Grammar Induction with a Neural Variational Transition-Based Parser ↗Bowen Li, Jianpeng Cheng, Yang Liu et al.20 citations
Diversity-Driven Extensible Hierarchical Reinforcement Learning ↗Yuhang Song, Jianyi Wang, Thomas Lukasiewicz et al.20 citations
Dual Semi-Supervised Learning for Facial Action Unit Recognition ↗Guozhu Peng, Shangfei Wang20 citations
Dynamic Compositionality in Recursive Neural Networks with Structure-Aware Tag Representations ↗Taeuk Kim, Jihun Choi, Daniel Edmiston et al.20 citations
Enriching Non-Parametric Bidirectional Search Algorithms ↗Shahaf Shperberg, Ariel Felner, Nathan Sturtevant et al.20 citations
Exploiting Sentence Embedding for Medical Question Answering ↗Yu Hao, Xien Liu, Ji Yi Wu et al.20 citations
Faster Gradient-Free Proximal Stochastic Methods for Nonconvex Nonsmooth Optimization ↗Feihu Huang, Bin Gu, Zhouyuan Huo et al.20 citations
Hybrid Reinforcement Learning with Expert State Sequences ↗Xiaoxiao Guo, Shiyu Chang, Mo Yu et al.20 citations
Incorporating Context-Relevant Knowledge into Convolutional Neural Networks for Short Text Classification ↗Jingyun Xu, Yi Cai20 citations
Learning Competitive and Discriminative Reconstructions for Anomaly Detection ↗Kai Tian, Shuigeng Zhou, Jianping Fan et al.20 citations
Learning a Deep Convolutional Network for Colorization in Monochrome-Color Dual-Lens System ↗Xuan Dong, Weixin Li, Xiaojie Wang et al.20 citations
Learning to Write Stories with Thematic Consistency and Wording Novelty ↗Juntao Li, Lidong Bing, Lisong Qiu et al.20 citations
Near-Lossless Binarization of Word Embeddings ↗Julien Tissier, Christophe Gravier, Amaury Habrard20 citations
On Testing of Uniform Samplers ↗Sourav Chakraborty, Kuldeep S. Meel20 citations
Similarity Preserving Deep Asymmetric Quantization for Image Retrieval ↗Junjie Chen, William K. Cheung20 citations
3D Volumetric Modeling with Introspective Neural Networks ↗Wenlong Huang, Brian Lai, Weijian Xu et al.19 citations
A Robust and Efficient Algorithm for the PnL Problem Using Algebraic Distance to Approximate the Reprojection Distance ↗Lipu Zhou, Yi Yang, Montiel Abello et al.19 citations
Active Sampling for Open-Set Classification without Initial Annotation ↗Zhaoyang Liu, Sheng-Jun Huang19 citations
Adversarial Actor-Critic Method for Task and Motion Planning Problems Using Planning Experience ↗Beomjoon Kim, Leslie Pack Kaelbling, Tomás Lozano‐Pérez19 citations
Adversarial Binary Collaborative Filtering for Implicit Feedback ↗Haoyu Wang, Nan Shao, Defu Lian19 citations
An Integral Tag Recommendation Model for Textual Content ↗Shijie Tang, Yuan Yao, Su-Wei Zhang et al.19 citations
Building Human-Machine Trust via Interpretability ↗Umang Bhatt, Pradeep Ravikumar, José M. F. Moura19 citations
How Similar Are Two Elections? ↗Piotr Faliszewski, Piotr Skowron, Arkadii M. Slinko et al.19 citations
Identification of Causal Effects in the Presence of Selection Bias ↗Juan D. Correa, Jin Wen Tian, Elias Bareinboim19 citations
LabelForest: Non-Parametric Semi-Supervised Learning for Activity Recognition ↗Yuchao Ma, Hassan G Ghasemzadeh19 citations
Leveraging Textual Specifications for Grammar-Based Fuzzing of Network Protocols ↗Samuel Jero, Maria Leonor Pacheco, Dan Goldwasser et al.19 citations
MR-NET: Exploiting Mutual Relation for Visual Relationship Detection ↗Yi Bin, Yang Yang, Chaofan Tao et al.19 citations
Meta Learning for Image Captioning ↗Nannan Li, Zhenzhong Chen, Shan Ting Liu19 citations
Multiple Independent Subspace Clusterings ↗Xing Wang, Jun Wang, Carlotta Domeniconi et al.19 citations
Optimal Interdiction of Urban Criminals with the Aid of Real-Time Information ↗Youzhi Zhang, Qingyu Guo, Bo An et al.19 citations
PCGAN: Partition-Controlled Human Image Generation ↗Dong Liang, Rui Wang, Xiaowei Tian et al.19 citations
QUOTA: The Quantile Option Architecture for Reinforcement Learning ↗Shangtong Zhang, Hengshuai Yao19 citations
SADIH: Semantic-Aware DIscrete Hashing ↗Zheng Zhang, Guo-Sen Xie, Yang Li et al.19 citations
SAT-Based Explicit LTLf Satisfiability Checking ↗Jianwen Li, Kristin Yvonne Rozier, Geguang Pu et al.19 citations
Solving Imperfect-Information Games via Discounted Regret Minimization ↗Noam Brown, Tüomas Sandholm19 citations
WAIS: Word Attention for Joint Intent Detection and Slot Filling ↗Sixuan Chen, Shuai Yu19 citations
A Theory of State Abstraction for Reinforcement Learning ↗David Lynn Abel18 citations
Active Learning of Multi-Class Classification Models from Ordered Class Sets ↗Yanbing Xue, Miloš Hauskrecht18 citations
Bayesian Deep Collaborative Matrix Factorization ↗Teng Xiao, Shangsong Liang, Weizhou Shen et al.18 citations
Building Causal Graphs from Medical Literature and Electronic Medical Records ↗Galia Nordon, Gideon Koren, Varda Shalev et al.18 citations
Combo-Action: Training Agent For FPS Game with Auxiliary Tasks ↗Shiyu Huang, Hang Su, Jun Zhu et al.18 citations
Complexity of Abstract Argumentation under a Claim-Centric View ↗Wolfgang Dvořák, Stefan Woltran18 citations
Deep Convolutional Sum-Product Networks ↗Cory J. Butz, Jhonatan S. Oliveira, André Evaristo dos Santos et al.18 citations
Distributional Semantics Meets Multi-Label Learning ↗Vivek Gupta, Rahul Wadbude, Nagarajan Natarajan et al.18 citations
Evolving Action Abstractions for Real-Time Planning in Extensive-Form Games ↗Julian R. H. Mariño, Rubens O. Moraes, Claudio Fabiano Motta Toledo et al.18 citations
Heuristic Search Algorithm for Dimensionality Reduction Optimally Combining Feature Selection and Feature Extraction ↗Baokun He, Swair Shah, Crystal Maung et al.18 citations
Learning Models of Sequential Decision-Making with Partial Specification of Agent Behavior ↗Vaibhav Vasant Unhelkar, Julie Shah18 citations
Learning Multi-Task Communication with Message Passing for Sequence Learning ↗Pengfei Liu, Jie Fu, Yue Dong et al.18 citations
Learning Phenotypes and Dynamic Patient Representations via RNN Regularized Collective Non-Negative Tensor Factorization ↗Kejing Yin, Dong Qian, William K. Cheung et al.18 citations
Learning to Solve NP-Complete Problems: A Graph Neural Network for Decision TSP ↗Marcelo Prates, Pedro Avelar, Henrique Lemos et al.18 citations
Low-Distortion Social Welfare Functions ↗Gerdus Benadè, Ariel D. Procaccia, Mingda Qiao18 citations
NeVAE: A Deep Generative Model for Molecular Graphs ↗Bidisha Samanta, Abir De, Gourhari Jana et al.18 citations
Optimal Projection Guided Transfer Hashing for Image Retrieval ↗Ji Liu, Lei Zhang18 citations
A Machine Learning Suite for Machine Components’ Health-Monitoring ↗Ramin Hasani, Guodong Wang, Radu Grosu17 citations
A Recursive Algorithm for Projected Model Counting ↗Jean-Marie Lagniez, Pierre Marquis17 citations
A Unified Approach to Online Matching with Conflict-Aware Constraints ↗Pan Xu, Yexuan Shi, Hao Cheng et al.17 citations
ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning ↗Maarten Sap, Ronan LeBras, Emily Allaway et al.17 citations
Attentive Temporal Pyramid Network for Dynamic Scene Classification ↗Yuanjun Huang, Xianbin Cao, Xiantong Zhen et al.17 citations
Blameworthiness in Multi-Agent Settings ↗Meir Friedenberg, Joseph Yehuda Halpern17 citations
COALA: A Neural Coverage-Based Approach for Long Answer Selection with Small Data ↗Andreas Rücklé, Nafise Sadat Moosavi, Iryna Gurevych17 citations
CircConv: A Structured Convolution with Low Complexity ↗Siyu Liao, Bo Yuan17 citations
Congestion Graphs for Automated Time Predictions ↗Arik Senderovich, J. Christopher Beck, Avigdor Gal et al.17 citations
Counting and Sampling from Markov Equivalent DAGs Using Clique Trees ↗AmirEmad Ghassami, Saber Salehkaleybar, Negar Kiyavash et al.17 citations
Defending Elections against Malicious Spread of Misinformation ↗Bryan Wilder, Yevgeniy Vorobeychik17 citations
Embedding-Based Complex Feature Value Coupling Learning for Detecting Outliers in Non-IID Categorical Data ↗Hongzuo Xu, Yongjun Wang, Zhiyue Wu et al.17 citations
Extension Removal in Abstract Argumentation – An Axiomatic Approach ↗Ringo Baumann, Gerhard Brewka17 citations
Fully Convolutional Video Captioning with Coarse-to-Fine and Inherited Attention ↗Kuncheng Fang, Lian Zhou, Cheng Jin et al.17 citations
Generating Character Descriptions for Automatic Summarization of Fiction ↗Weiwei Zhang, Jackie Chi Kit Cheung, Joel Oren17 citations
Induction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME ↗Farhad Shakerin, Gopal Gupta17 citations
Large Scale Learning of Agent Rationality in Two-Player Zero-Sum Games ↗Chun Kai Ling, Fei Fang, J. Zico Kolter17 citations
No-Reference Image Quality Assessment with Reinforcement Recursive List-Wise Ranking ↗Jie Gu, Gaofeng Meng, Cheng Da et al.17 citations
On Structured Argumentation with Conditional Preferences ↗Phan Minh Dũng, Phan Minh Thang, Tran Cao Son17 citations
Sliding Window Temporal Graph Coloring ↗George B. Mertzios, Hendrik Molter, Viktor Zamaraev17 citations
The Rensselaer Mandarin Project — A Cognitive and Immersive Language Learning Environment ↗David Allen, Rahul R. Divekar, Jaimie Drozdal et al.17 citations
ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search ↗Shangtong Zhang, Hengshuai Yao16 citations
Adding Constraints to Bayesian Inverse Problems ↗Jiacheng Wu, Jianxun Wang, Shawn C. Shadden16 citations

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

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