Proceedings of the AAAI Conference on Artificial Intelligence 2016: all accepted papers
- Deep Reinforcement Learning with Double Q-Learning ↗Hado P. van Hasselt, Arthur Guez, David Silver3,279 citations
- Return of Frustratingly Easy Domain Adaptation ↗Baochen Sun, Jiashi Feng, Kate Saenko1,878 citations
- Character-Aware Neural Language ModelsYoon Kim, Yacine Jernite, David A. Sontag et al.1,491 citations · our summary
- Deep Neural Networks for Learning Graph Representations ↗Shaosheng Cao, Wei Lu, Qiongkai Xu1,014 citations
- VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback ↗Ruining He, Julian McAuley992 citations
- Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts ↗Qiang Liu, Shu Wu, Liang Wang et al.975 citations
- Co-Occurrence Feature Learning for Skeleton Based Action Recognition Using Regularized Deep LSTM Networks ↗Wentao Zhu, Cuiling Lan, Junliang Xing et al.915 citations
- Siamese Recurrent Architectures for Learning Sentence Similarity ↗Jonas Mueller, Aditya Thyagarajan902 citations
- The Constrained Laplacian Rank Algorithm for Graph-Based Clustering ↗Feiping Nie, Xiaoqian Wang, Michael I. Jordan et al.837 citations
- Representation Learning of Knowledge Graphs with Entity Descriptions ↗Ruobing Xie, Zhiyuan Liu, Jia Jia et al.702 citations
- Convolutional Neural Networks over Tree Structures for Programming Language Processing ↗Lili Mou, Ge Li, Lu Zhang et al.675 citations
- Deep Hashing Network for Efficient Similarity Retrieval ↗Han Zhu, Mingsheng Long, Jianmin Wang et al.645 citations
- Holographic Embeddings of Knowledge Graphs ↗Maximilian Nickel, Lorenzo Rosasco, Tomaso Poggio553 citations
- Text Matching as Image Recognition ↗Liang Pang, Yanyan Lan, Jiafeng Guo et al.526 citations
- Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping ↗Sang Michael Xie, Neal Jean, Marshall Burke et al.455 citations
- Knowledge Graph Completion with Adaptive Sparse Transfer Matrix ↗Guoliang Ji, Kang Liu, Shizhu He et al.425 citations
- News Verification by Exploiting Conflicting Social Viewpoints in Microblogs ↗Zhiwei Jin, Juan Cao, Yongdong Zhang et al.364 citations
- Building a Large Scale Dataset for Image Emotion Recognition: The Fine Print and The Benchmark ↗Quanzeng You, Jiebo Luo, Hailin Jin et al.348 citations
- A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations ↗Shengxian Wan, Yanyan Lan, Jiafeng Guo et al.322 citations
- Unsupervised Feature Selection with Structured Graph Optimization ↗Feiping Nie, Wei Dong Zhu, Xuelong Li321 citations
- Affective Personalization of a Social Robot Tutor for Children’s Second Language Skills ↗Goren Gordon, Samuel Spaulding, Jacqueline M. Kory-Westlund et al.315 citations
- On the Performance of GoogLeNet and AlexNet Applied to Sketches ↗Pedro L. Ballester, Ricardo Araújo308 citations
- Gated Neural Networks for Targeted Sentiment Analysis ↗Meishan Zhang, Yue Zhang, Duy-Tin Vo304 citations
- Reading Scene Text in Deep Convolutional Sequences ↗Pan Li He, Weilin Huang, Yu Qiao et al.300 citations
- Learning to Branch in Mixed Integer Programming ↗Elias B. Khalil, Pierre Le Bodic, Le Song et al.298 citations
- Column Sampling Based Discrete Supervised Hashing ↗Wang-Cheng Kang, Wu-Jun Li, Zhi‐Hua Zhou295 citations
- Fortune Teller: Predicting Your Career Path ↗Ye Liu, Luming Zhang, Liqiang Nie et al.258 citations
- Mitosis Detection in Breast Cancer Histology Images via Deep Cascaded Networks ↗Hao Chen, Qi Dou, Xi Wang et al.255 citations
- Learning to Answer Questions from Image Using Convolutional Neural Network ↗Lin Ma, Zhengdong Lu, Hang Li253 citations
- STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation ↗Shenglin Zhao, Tong Zhao, Haiqin Yang et al.241 citations
- IRobot: Teaching the Basics of Artificial Intelligence in High Schools ↗Harald Burgsteiner, Martin Kandlhofer, Gerald Steinbauer233 citations
- Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks ↗Chunyuan Li, Changyou Chen, David Carlson et al.228 citations
- Learning Deep Representation from Big and Heterogeneous Data for Traffic Accident Inference ↗Quanjun Chen, Xuan Song, Harutoshi Yamada et al.225 citations
- Deep Quantization Network for Efficient Image Retrieval ↗Yue Cao, Mingsheng Long, Jianmin Wang et al.216 citations
- Differential Privacy Preservation for Deep Auto-Encoders: an Application of Human Behavior Prediction ↗NhatHai Phan, Yue Wang, Xintao Wu et al.215 citations
- SentiCap: Generating Image Descriptions with Sentiments ↗Alexander Mathews, Lexing Xie, Xuming He213 citations
- Recognizing Complex Activities by a Probabilistic Interval-Based Model ↗Li Liu, Li Cheng, Ye Liu et al.202 citations
- Data Poisoning Attacks against Autoregressive Models ↗Scott Alfeld, Xiaojin Zhu, Paul Barford200 citations
- Face Model Compression by Distilling Knowledge from Neurons ↗Ping Luo, Zhenyao Zhu, Ziwei Liu et al.199 citations
- Semantic Community Identification in Large Attribute Networks ↗Xiao Wang, Di Jin, Xiaochun Cao et al.198 citations
- Deep Learning with S-Shaped Rectified Linear Activation Units ↗Xiaojie Jin, Chunyan Xu, Jiashi Feng et al.194 citations
- Online ARIMA Algorithms for Time Series Prediction ↗Chenghao Liu, Steven C. H. Hoi, Peilin Zhao et al.191 citations
- "8 Amazing Secrets for Getting More Clicks": Detecting Clickbaits in News Streams Using Article Informality ↗Prakhar Biyani, Kostas Tsioutsiouliklis, John Blackmer187 citations
- Deploying PAWS: Field Optimization of the Protection Assistant for Wildlife Security ↗Fei Fang, Thanh H. Nguyen, Rob Stuart Alexander Pickles et al.186 citations
- Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences ↗Hongyuan Mei, Mohit Bansal, Matthew R. Walter180 citations
- General Video Game AI: Competition, Challenges and Opportunities ↗Diego Pérez-Liébana, Spyridon Samothrakis, Julian Togelius et al.175 citations
- SAND: Semi-Supervised Adaptive Novel Class Detection and Classification over Data Stream ↗Ahsanul Haque, Latifur R. Khan, Michael Baron168 citations
- Inferring a Personalized Next Point-of-Interest Recommendation Model with Latent Behavior Patterns ↗Jing He, Xin Li, Lejian Liao et al.167 citations
- Reinforcement Learning with Parameterized Actions ↗Warwick Masson, Pravesh Ranchod, George Konidaris165 citations
- Learning Statistical Scripts with LSTM Recurrent Neural Networks ↗Karl Pichotta, Raymond J. Mooney164 citations
- What Happens Next? Event Prediction Using a Compositional Neural Network Model ↗Mark Granroth-Wilding, Stephen Clark156 citations
- Multiple Kernel k-Means Clustering with Matrix-Induced Regularization ↗Xinwang Liu, Yong Dou, Jianping Yin et al.148 citations
- Deep Contextual Networks for Neuronal Structure Segmentation ↗Hao Chen, Xiao Qi, Jie Cheng et al.146 citations
- Submodular Optimization with Routing Constraints ↗Haifeng Zhang, Yevgeniy Vorobeychik146 citations
- On the Depth of Deep Neural Networks: A Theoretical View ↗Shizhao Sun, Wei Chen, Liwei Wang et al.142 citations
- Context-Sensitive Twitter Sentiment Classification Using Neural Network ↗Yafeng Ren, Yue Zhang, Meishan Zhang et al.141 citations
- Combining Retrieval, Statistics, and Inference to Answer Elementary Science Questions ↗Peter E. Clark, Oren Etzioni, Tushar Khot et al.138 citations
- Improving Opinion Aspect Extraction Using Semantic Similarity and Aspect Associations ↗Qian Liu, Bing Liu, Yuanlin Zhang et al.138 citations
- Multi-Agent Path Finding with Payload Transfers and the Package-Exchange Robot-Routing Problem ↗Hang Ma, Craig A. Tovey, Guni Sharon et al.134 citations
- Multi-Label Manifold Learning ↗Peng Hou, Xin Geng, Min-Ling Zhang132 citations
- How Important Is Weight Symmetry in Backpropagation? ↗Qianli Liao, Joel Z. Leibo, Tomaso Poggio131 citations
- Natural Language Processing for Enhancing Teaching and Learning ↗Diane J. Litman121 citations
- Approximate K-Means++ in Sublinear Time ↗Olivier Bachem, Mario Lučić, Hamed Hassani et al.118 citations
- Improved Neural Machine Translation with SMT Features ↗Wei Ping He, Zhongjun He, Hua Ren Wu et al.115 citations
- Unsupervised Lexical Simplification for Non-Native Speakers ↗Gustavo Henrique Paetzold, Lucia Specia114 citations
- Improving Twitter Sentiment Classification Using Topic-Enriched Multi-Prototype Word Embeddings ↗Yafeng Ren, Yue Zhang, Meishan Zhang et al.113 citations
- Unfolding Temporal Dynamics: Predicting Social Media Popularity Using Multi-scale Temporal Decomposition ↗Bo Wu, Tao Mei, Wen-Huang Cheng et al.110 citations
- Implicit Discourse Relation Classification via Multi-Task Neural NetworksYang Liu, Sujian Li, Xiaodong Zhang et al.108 citations · our summary
- Online Cross-Modal Hashing for Web Image Retrieval ↗Liang Xie, Jialie Shen, Lei Zhu104 citations
- Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network ModelsIulian Vlad Serban, Alessandro Sordoni, Yoshua Bengio et al.103 citations · our summary
- Recommendation with Social Dimensions ↗Jiliang Tang, Suhang Wang, Xia Hu et al.103 citations
- Transductive Zero-Shot Recognition via Shared Model Space Learning ↗Yuchen Guo, Guiguang Ding, Xiaoming Jin et al.101 citations
- A Comparative Study of Ranking-Based Semantics for Abstract Argumentation ↗Elise Bonzon A, Jérôme Delobelle, Sébastien Konieczny et al.99 citations
- Top-N Recommender System via Matrix Completion ↗Zhao Kang, Chong Peng, Qiang Cheng98 citations
- Two Efficient Local Search Algorithms for Maximum Weight Clique Problem ↗Yiyuan Wang, Shaowei Cai, Minghao Yin95 citations
- A Representation Learning Framework for Multi-Source Transfer Parsing ↗Jiang Hong Guo, Wanxiang Che, David Yarowsky et al.93 citations
- Deep Tracking: Seeing Beyond Seeing Using Recurrent Neural Networks ↗Peter Ondrúška, Ingmar Posner93 citations
- Look, Listen and Learn — A Multimodal LSTM for Speaker Identification ↗Jimmy Ren, Yongtao Hu, Yu‐Wing Tai et al.91 citations
- Relational Knowledge Transfer for Zero-Shot Learning ↗Donghui Wang, Yanan Li, Yuetan Lin et al.91 citations
- Semisupervised Autoencoder for Sentiment Analysis ↗Shuangfei Zhai, Zhongfei Mark Zhang90 citations
- Locally Adaptive Translation for Knowledge Graph Embedding ↗Yantao Jia, Yuanzhuo Wang, Hailun Lin et al.88 citations
- Learning the Preferences of Ignorant, Inconsistent Agents ↗Owain Evans, Andreas Stuhlmüller, Noah D. Goodman87 citations
- Addressing a Question Answering Challenge by Combining Statistical Methods with Inductive Rule Learning and Reasoning ↗Arindam Mitra, Chitta R. Baral85 citations
- Community-Based Question Answering via Heterogeneous Social Network Learning ↗Hanyin Fang, Fei Qing Wu, Zhou Li Zhao et al.84 citations
- Derivative-Free Optimization via Classification ↗Yang Yu, Hong Qian, Yi-Qi Hu84 citations
- Efficient Macroscopic Urban Traffic Models for Reducing Congestion: A PDDL+ Planning Approach ↗Mauro Vallati, Daniele Magazzeni, Bart De Schutter et al.84 citations
- When Can the Maximin Share Guarantee Be Guaranteed? ↗David Kurokawa, Ariel D. Procaccia, Junxing Wang82 citations
- Text Classification with Heterogeneous Information Network Kernels ↗Chenguang Wang, Yangqiu Song, Haoran Li et al.81 citations
- Robust Multi-View Subspace Learning through Dual Low-Rank Decompositions ↗Zhengming Ding, Yun Fu77 citations
- Efficient Learning of Timeseries Shapelets ↗Lu Hou, James Tin-Yau Kwok, Jacek M. Żurada75 citations
- Learning Cross-Domain Neural Networks for Sketch-Based 3D Shape Retrieval ↗Fan Zhu, Jin Xie, Yi Fang75 citations
- Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition ↗Chuang Gan, Ming Lin, Yi Ping Yang et al.74 citations
- Multi-Stage Multi-Task Learning with Reduced Rank ↗Lei Han, Yu Zhang72 citations
- Argument Mining from Speech: Detecting Claims in Political Debates ↗Marco Lippi, Paolo Torroni71 citations
- Exponential Recency Weighted Average Branching Heuristic for SAT Solvers ↗Liang Jia, Vijay Ganesh, Pascal Poupart et al.71 citations
- Learning Step Size Controllers for Robust Neural Network Training ↗Christian Daniel, Jonathan Taylor, Sebastian Nowozin71 citations
- Instructable Intelligent Personal Agent ↗Amos Azaria, Jayant Krishnamurthy, Tom M. Mitchell70 citations
- Coupled Dictionary Learning for Unsupervised Feature Selection ↗Pengfei Zhu, Qinghua Hu, Changqing Zhang et al.69 citations
- Large Scale Similarity Learning Using Similar Pairs for Person Verification ↗Yang Yang, Shengcai Liao, Zhen Lei et al.69 citations
- A Probabilistic Soft Logic Based Approach to Exploiting Latent and Global Information in Event Classification ↗Shulin Liu, Kang Liu, Shizhu He et al.66 citations
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