Elamur Research⌕
☰
home / venues / Proceedings of the AAAI Conference on… / 2019 / papers / page 2

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

1,341 papers · page 2 of 14 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2019

1 2 3 … 10 … 14

  1. Story Ending Generation with Incremental Encoding and Commonsense Knowledge ↗Jian Guan, Yansen Wang, Minlie Huang166 citations
  2. Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding ↗Peifeng Wang, Jialong Han, Chenliang Li et al.165 citations
  3. Semantic Relationships Guided Representation Learning for Facial Action Unit Recognition ↗Guanbin Li, Xin Zhu, Yirui Zeng et al.165 citations
  4. Graph CNNs with Motif and Variable Temporal Block for Skeleton-Based Action Recognition ↗Yu‐Hui Wen, Lin Gao, Hongbo Fu et al.163 citations
  5. Deep Video Frame Interpolation Using Cyclic Frame Generation ↗Yu-Lun Liu, Yi-Tung Liao, Yen‐Yu Lin et al.161 citations
  6. Deeply Fusing Reviews and Contents for Cold Start Users in Cross-Domain Recommendation Systems ↗Wenjing Fu, Zhaohui Peng, Senzhang Wang et al.161 citations
  7. End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis ↗Lin Xu, Qixian Zhou, Ke Гонг et al.160 citations
  8. KVQA: Knowledge-Aware Visual Question Answering ↗Sanket B. Shah, Anand Mishra, Naganand Yadati et al.160 citations
  9. One-Class Adversarial Nets for Fraud Detection ↗Panpan Zheng, Shuhan Yuan, Xintao Wu et al.159 citations
  10. Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos ↗Dongliang He, Xiang Hui Zhao, Jizhou Huang et al.158 citations
  11. PGANs: Personalized Generative Adversarial Networks for ECG Synthesis to Improve Patient-Specific Deep ECG Classification ↗Tomer Golany, Kira Radinsky156 citations
  12. Performance Evaluation in Machine Learning: The Good, the Bad, the Ugly, and the Way Forward ↗Peter A. Flach153 citations
  13. One-Pass Incomplete Multi-View Clustering ↗Meng-Lei Monica Hu, Songcan Chen152 citations
  14. Subtask Gated Networks for Non-Intrusive Load Monitoring ↗Changho Shin, Sunghwan Joo, Jaeryun Yim et al.151 citations
  15. A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems ↗Ling Pan, Qingpeng Cai, Zhixuan Fang et al.149 citations
  16. Virtual-Taobao: Virtualizing Real-World Online Retail Environment for Reinforcement Learning ↗Jing-Cheng Shi, Yang Yu, Qing Da et al.149 citations
  17. VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis ↗Quoc-Tuan Truong, Hady Wirawan Lauw149 citations
  18. Improving Natural Language Inference Using External Knowledge in the Science Questions Domain ↗Xiaoyan Wang, Pavan Kapanipathi, Ryan Musa et al.148 citations
  19. Read + Verify: Machine Reading Comprehension with Unanswerable Questions ↗Minghao Hu, Furu Wei, Yuxing Peng et al.147 citations
  20. Cash-Out User Detection Based on Attributed Heterogeneous Information Network with a Hierarchical Attention Mechanism ↗Binbin Hu, Zhiqiang Zhang, Chuan Shi et al.145 citations
  21. Predicting Hurricane Trajectories Using a Recurrent Neural Network ↗Sheila Alemany, Jonathan Beltran, Adrian Perez et al.145 citations
  22. Spatial and Temporal Mutual Promotion for Video-Based Person Re-Identification ↗Yiheng Liu, Zhenxun Yuan, Wengang Zhou et al.145 citations
  23. Training Complex Models with Multi-Task Weak Supervision ↗Alexander Ratner, Braden Hancock, Jared Dunnmon et al.145 citations
  24. Large-Scale Visual Relationship Understanding ↗Ji Zhang, Yannis Kalantidis, Marcus Rohrbach et al.144 citations
  25. CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling ↗Ning Miao, Hao Zhou, Lili Mou et al.143 citations
  26. From Zero-Shot Learning to Cold-Start Recommendation ↗Jingjing Li, Mengmeng Jing, Ke Lü et al.143 citations
  27. Joint Extraction of Entities and Overlapping Relations Using Position-Attentive Sequence Labeling ↗Dai Dai, Xinyan Xiao, Yajuan Lyu et al.143 citations
  28. StNet: Local and Global Spatial-Temporal Modeling for Action Recognition ↗Dongliang He, Zhichao Zhou, Chuang Gan et al.143 citations
  29. A Model-Free Affective Reinforcement Learning Approach to Personalization of an Autonomous Social Robot Companion for Early Literacy Education ↗Hae Won Park, Ishaan Grover, Samuel Spaulding et al.142 citations
  30. Deep Short Text Classification with Knowledge Powered Attention ↗Jindong Chen, Yizhou Hu, Jingping Liu et al.140 citations
  31. Learning Optimal Classification Trees Using a Binary Linear Program Formulation ↗Sicco Verwer, Yingqian Zhang140 citations
  32. Template-Based Math Word Problem Solvers with Recursive Neural Networks ↗Lei Wang, Dongxiang Zhang, Jipeng Zhang et al.140 citations
  33. Logistic Regression on Homomorphic Encrypted Data at Scale ↗Kyoohyung Han, Seungwan Hong, Jung Hee Cheon et al.139 citations
  34. Large-Scale Interactive Recommendation with Tree-Structured Policy Gradient ↗Haokun Chen, Xinyi Dai, Han Cai et al.138 citations
  35. Training Deep Neural Networks in Generations: A More Tolerant Teacher Educates Better Students ↗Chenglin Yang, Lingxi Xie, Siyuan Qiao et al.138 citations
  36. Non-Autoregressive Machine Translation with Auxiliary Regularization ↗Yiren Wang, Fei Tian, Di He et al.137 citations
  37. Knowledge Distillation with Adversarial Samples Supporting Decision Boundary ↗Byeongho Heo, Minsik Lee, Sangdoo Yun et al.136 citations
  38. Sparse Adversarial Perturbations for Videos ↗Xingxing Wei, Jun Zhu, Sha Yuan et al.136 citations
  39. Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks ↗Christopher Morris, Martin Ritzert, Matthias Fey et al.136 citations
  40. Graph Convolutional Networks Meet Markov Random Fields: Semi-Supervised Community Detection in Attribute Networks ↗Di Jin, Ziyang Liu, Weihao Li et al.135 citations
  41. Attention-Based Multi-Context Guiding for Few-Shot Semantic Segmentation ↗Vincent Tao Hu, Pengwan Yang, Chiliang Zhang et al.133 citations
  42. Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning ↗Shengchao Liu, Yingyu Liang, Anthony Gitter133 citations
  43. Dynamic Explainable Recommendation Based on Neural Attentive Models ↗Xu Chen, Yongfeng Zhang, Zheng Qin132 citations
  44. MEAL: Multi-Model Ensemble via Adversarial Learning ↗Zhiqiang Shen, Zhankui He, Xiangyang Xue132 citations
  45. Quantifying Uncertainties in Natural Language Processing Tasks ↗Yijun Xiao, William Yang Wang132 citations
  46. Mono3D++: Monocular 3D Vehicle Detection with Two-Scale 3D Hypotheses and Task Priors ↗Tong He, Stefano Soatto129 citations
  47. Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making ↗Sina Aghaei, Mohammad Javad Azizi, Phebe Vayanos128 citations
  48. BiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN ↗Jogendra Nath Kundu, Maharshi Gor, R. Venkatesh Babu127 citations
  49. Gaussian Transformer: A Lightweight Approach for Natural Language Inference ↗Maosheng Guo, Yu Zhang, Ting Liu126 citations
  50. Partial Multi-Label Learning by Low-Rank and Sparse Decomposition ↗Lijuan Sun, Songhe Feng, Tao Wang et al.126 citations
  51. Relation Structure-Aware Heterogeneous Information Network Embedding ↗Yuanfu Lu, Chuan Shi, Linmei Hu et al.126 citations
  52. Anchors Bring Ease: An Embarrassingly Simple Approach to Partial Multi-View Clustering ↗Jun Feng Guo, Jiahui Ye125 citations
  53. View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions ↗Zhizhong Han, Mingyang Shang, Yu-Shen Liu et al.125 citations
  54. Cooperative Multimodal Approach to Depression Detection in Twitter ↗Tao Gui, Liang Zhu, Qi Zhang et al.124 citations
  55. Hierarchical Attention Network for Image Captioning ↗Weixuan Wang, Zhihong Chen, Haifeng Hu124 citations
  56. Motion Guided Spatial Attention for Video Captioning ↗Shaoxiang Chen, Yu–Gang Jiang124 citations
  57. Explainable Recommendation through Attentive Multi-View Learning ↗Jingyue Gao, Xiting Wang, Yasha Wang et al.123 citations
  58. Private Model Compression via Knowledge Distillation ↗Ji Wang, Weidong Bao, Lichao Sun et al.123 citations
  59. One for All: Neural Joint Modeling of Entities and Events ↗Trung Minh Nguyen, Thien Huu Nguyen122 citations
  60. Learning and the Unknown: Surveying Steps toward Open World Recognition ↗Terrance E. Boult, S. Sánchez Cruz, Akshay Raj Dhamija et al.121 citations
  61. SCFont: Structure-Guided Chinese Font Generation via Deep Stacked Networks ↗Yue Jiang, Zhouhui Lian, Yingmin Tang et al.120 citations
  62. Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval ↗Chao Li, Cheng Dan Deng, Lei Wang et al.119 citations
  63. Cycle-SUM: Cycle-Consistent Adversarial LSTM Networks for Unsupervised Video Summarization ↗Li Yuan, Francis EH Tay, Ping Li et al.119 citations
  64. Distributionally Adversarial Attack ↗Tianhang Zheng, Changyou Chen, Kui Ren118 citations
  65. Interactive Attention Transfer Network for Cross-Domain Sentiment Classification ↗Kai Zhang, Hefu Zhang, Qi Liu et al.118 citations
  66. SNR: Sub-Network Routing for Flexible Parameter Sharing in Multi-Task Learning ↗Jiaqi Ma, Zhe Zhao, Jilin Chen et al.118 citations
  67. Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input ↗Junliang Guo, Xu Tan, Di He et al.117 citations
  68. A Neural Multi-Task Learning Framework to Jointly Model Medical Named Entity Recognition and Normalization ↗Sendong Zhao, Ting Liu, Sicheng Zhao et al.116 citations
  69. Abstractive Summarization: A Survey of the State of the Art ↗Hui Zhi Lin, Vincent Ng116 citations
  70. Hyperbolic Heterogeneous Information Network Embedding ↗Xiao Wang, Yiding Zhang, Chuan Shi116 citations
  71. ColNet: Embedding the Semantics of Web Tables for Column Type Prediction ↗Jiaoyan Chen, Ernesto Jiménez-Ruiz, Ian Horrocks et al.114 citations
  72. Embedding Uncertain Knowledge Graphs ↗Xuelu Chen, Muhao Chen, Weijia Shi et al.114 citations
  73. Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery ↗Tim G. J. Rudner, Marc Rußwurm, Jakub Fil et al.114 citations
  74. Spatially Invariant Unsupervised Object Detection with Convolutional Neural Networks ↗Eric Crawford, Joëlle Pineau113 citations
  75. MLVCNN: Multi-Loop-View Convolutional Neural Network for 3D Shape Retrieval ↗Jianwen Jiang, Di Bao, Ziqiang Chen et al.112 citations
  76. Multi-Agent Path Finding for Large Agents ↗Jiaoyang Li, Pavel Surynek, Ariel Felner et al.112 citations
  77. Partial Label Learning with Self-Guided Retraining ↗Lei Feng, Bo An112 citations
  78. Trainable Undersampling for Class-Imbalance Learning ↗Minlong Peng, Qi Zhang, Xiaoyu Xing et al.111 citations
  79. Context-Aware Self-Attention Networks ↗Baosong Yang, Jian Li, Derek F. Wong et al.110 citations
  80. Response Generation by Context-Aware Prototype Editing ↗Yu Wu, Furu Wei, Shaohan Huang et al.110 citations
  81. Deep Recurrent Survival Analysis ↗Kan Ren, Jiarui Qin, Lei Zheng et al.109 citations
  82. Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification ↗Zheng Li, Ying Wei, Yu Zhang et al.109 citations
  83. Title-Guided Encoding for Keyphrase Generation ↗Wang Chen, Yifan Gao, Jiani Zhang et al.109 citations
  84. Temporal Deformable Convolutional Encoder-Decoder Networks for Video Captioning ↗Jingwen Chen, Yingwei Pan, Yehao Li et al.108 citations
  85. A Grammar-Based Structural CNN Decoder for Code Generation ↗Zeyu Sun, Qihao Zhu, Lili Mou et al.107 citations
  86. Explicit Interaction Model towards Text Classification ↗Cunxiao Du, Zhaozheng Chen, Fuli Feng et al.107 citations
  87. Image Block Augmentation for One-Shot Learning ↗Zitian Chen, Yanwei Fu, Kaiyu Chen et al.106 citations
  88. Multi-Order Attentive Ranking Model for Sequential Recommendation ↗Lu Yu, Chuxu Zhang, Shangsong Liang et al.106 citations
  89. Almost Unsupervised Learning for Dense Crowd Counting ↗Deepak Babu Sam, Neeraj N Sajjan, Himanshu Maurya et al.105 citations
  90. Transferable Curriculum for Weakly-Supervised Domain Adaptation ↗Shu Yang, Zhangjie Cao, Mingsheng Long et al.105 citations
  91. Human Motion Prediction via Learning Local Structure Representations and Temporal Dependencies ↗Xiao Juan Guo, Jongmoo Choi104 citations
  92. Look across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition ↗Jian Cun Zhao, Cheng Yu, Yi D. Cheng et al.104 citations
  93. Compressing Recurrent Neural Networks with Tensor Ring for Action Recognition ↗Yu Rong Pan, Jing Xu, Maolin Wang et al.103 citations
  94. GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition ↗Hui Chen, Zijia Lin, Guiguang Ding et al.103 citations
  95. Machine Learning with Crowdsourcing: A Brief Summary of the Past Research and Future Directions ↗Victor S. Sheng, Jing Zhang102 citations
  96. Partial Label Learning via Label Enhancement ↗Ning Xu, Jiaqi Lv, Xin Geng101 citations
  97. Robust Anomaly Detection in Videos Using Multilevel Representations ↗Hung Thanh Vu, Tu Dinh Nguyen, Trung Le et al.101 citations
  98. Lifelong Path Planning with Kinematic Constraints for Multi-Agent Pickup and Delivery ↗Hang Ma, Wolfgang Hönig, T. K. Satish Kumar et al.100 citations
  99. Projection Convolutional Neural Networks for 1-bit CNNs via Discrete Back Propagation ↗Jiaxin Gu, Ce Li, Baochang Zhang et al.100 citations
  100. Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation ↗Qiuyuan Huang, Zhe Gan, Aslı Çelikyılmaz et al.98 citations

1 2 3 … 10 … 14

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2019/papers/page/2/