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Proceedings of the AAAI Conference on Artificial Intelligence 2020: all accepted papers

1,863 papers · page 1 of 19 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2020

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  1. Distance-IoU Loss: Faster and Better Learning for Bounding Box RegressionZhaohui Zheng, Ping Wang, Wei Liu et al.4,989 citations
  2. Random Erasing Data AugmentationZhun Zhong, Liang Zheng, Guoliang Kang et al.3,303 citations
  3. FFA-Net: Feature Fusion Attention Network for Single Image DehazingXu Qin, Zhilin Wang, Yuanchao Bai et al.1,796 citations
  4. GMAN: A Graph Multi-Attention Network for Traffic PredictionChuanpan Zheng, Xiaoliang Fan, Cheng Wang et al.1,730 citations
  5. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data ForecastingChao Song, Youfang Lin, Shengnan Guo et al.1,574 citations
  6. F³Net: Fusion, Feedback and Focus for Salient Object DetectionJun Wei, Shuhui Wang, Qingming Huang1,050 citations
  7. Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological ViewDeli Chen, Yankai Lin, Wei Li et al.1,043 citations
  8. SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation GuidelinesYinda Xu, Zeyu Wang, Zuoxin Li et al.931 citations
  9. Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and EntailmentDi Jin, Zhijing Jin, Joey Tianyi Zhou et al.918 citations · our summary
  10. Real-Time Scene Text Detection with Differentiable BinarizationMinghui Liao, Zhaoyi Wan, Cong Yao et al.864 citations
  11. Unified Vision-Language Pre-Training for Image Captioning and VQALuowei Zhou, Hamid Palangi, Lei Zhang et al.839 citations
  12. K-BERT: Enabling Language Representation with Knowledge GraphWeijie Liu, Peng Zhou, Zhe Zhao et al.808 citations · our summary
  13. Unicoder-VL: A Universal Encoder for Vision and Language by Cross-Modal Pre-TrainingGen Li, Nan Duan, Yuejian Fang et al.770 citations
  14. ERNIE 2.0: A Continual Pre-Training Framework for Language UnderstandingYu Sun, Shuohuan Wang, Yukun Li et al.765 citations · our summary
  15. Energy and Policy Considerations for Modern Deep Learning ResearchEmma Strubell, Ananya Ganesh, Andrew McCallum755 citations
  16. Rumor Detection on Social Media with Bi-Directional Graph Convolutional NetworksTian Bian, Xi Xiao, Tingyang Xu et al.755 citations
  17. Revisiting Graph Based Collaborative Filtering: A Linear Residual Graph Convolutional Network ApproachLei Chen, Le Wu, Richang Hong et al.634 citations
  18. Rethinking the Image Fusion: A Fast Unified Image Fusion Network based on Proportional Maintenance of Gradient and IntensityHao Zhang, Han Xu, Yang Xiao et al.589 citations
  19. FusionDN: A Unified Densely Connected Network for Image FusionHan Xu, Jiayi Ma, Zhuliang Le et al.587 citations
  20. Large-Scale Multi-View Subspace Clustering in Linear TimeZhao Kang, Wang-Tao Zhou, Zhitong Zhao et al.538 citations
  21. Learning 2D Temporal Adjacent Networks for Moment Localization with Natural LanguageSongyang Zhang, Houwen Peng, Jianlong Fu et al.482 citations
  22. WinoGrande: An Adversarial Winograd Schema Challenge at ScaleKeisuke Sakaguchi, Ronan Joseph Le Bras, Chandra Bhagavatula et al.478 citations
  23. Global Context-Aware Progressive Aggregation Network for Salient Object DetectionZuyao Chen, Qianqian Xu, Runmin Cong et al.477 citations
  24. Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object DetectionSeijoon Kim, Seongsik Park, Byunggook Na et al.451 citations
  25. Knowing What, How and Why: A Near Complete Solution for Aspect-Based Sentiment AnalysisHaiyun Peng, Lu Tie Xu, Lidong Bing et al.439 citations
  26. Infrared-Visible Cross-Modal Person Re-Identification with an X ModalityDiangang Li, Xing Wei, Xiaopeng Hong et al.431 citations
  27. Q-BERT: Hessian Based Ultra Low Precision Quantization of BERTSheng Shen, Zhen Dong, Jiayu Ye et al.428 citations
  28. Learning Hierarchy-Aware Knowledge Graph Embeddings for Link PredictionZhanqiu Zhang, Jianyu Cai, Yongdong Zhang et al.421 citations
  29. Learning Attentive Pairwise Interaction for Fine-Grained ClassificationPeiqin Zhuang, Yali Wang, Yu Qiao415 citations
  30. Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal ControlChacha Chen, Hua Wei, Nan Xu et al.415 citations
  31. Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest RecommendationKe Sun, Tieyun Qian, Tong Chen et al.399 citations
  32. Learning Relationships between Text, Audio, and Video via Deep Canonical Correlation for Multimodal Language AnalysisZhongkai Sun, Prathusha K Sarma, William A. Sethares et al.395 citations
  33. TANet: Robust 3D Object Detection from Point Clouds with Triple AttentionZhe Liu, Xin Bo Zhao, Tengteng Huang et al.392 citations
  34. Deep Domain-Adversarial Image Generation for Domain GeneralisationKaiyang Zhou, Yongxin Yang, Timothy M. Hospedales et al.388 citations
  35. Adversarial Domain Adaptation with Domain MixupMinghao Xu, Jian Zhang, Bingbing Ni et al.381 citations
  36. Self-Attention ConvLSTM for Spatiotemporal PredictionZhihui Lin, Maomao Li, Zhuobin Zheng et al.378 citations
  37. Learning Graph Convolutional Network for Skeleton-Based Human Action Recognition by Neural SearchingWei Peng, Xiaopeng Hong, Haoyu Chen et al.361 citations
  38. Scalable and Generalizable Social Bot Detection through Data SelectionKai-Cheng Yang, Onur Varol, Pik-Mai Hui et al.350 citations
  39. Semantics-Aware BERT for Language UnderstandingZhuosheng Zhang, Yuwei Wu, Hai Zhao et al.348 citations
  40. Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-IdentificationGuan-An Wang, Tianzhu Zhang, Yang Yang et al.347 citations
  41. Morphing and Sampling Network for Dense Point Cloud CompletionMinghua Liu, Lu Sheng, Sheng Yong Yang et al.334 citations
  42. TapNet: Multivariate Time Series Classification with Attentional Prototypical NetworkXuchao Zhang, Yifeng Gao, Jessica Lin et al.334 citations
  43. Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood AggregationZequn Sun, Chengming Wang, Wei Ping Hu et al.332 citations
  44. When Radiology Report Generation Meets Knowledge GraphYixiao Zhang, Xiaosong Wang, Ziyue Xu et al.329 citations
  45. Channel Attention Is All You Need for Video Frame InterpolationMyungsub Choi, Heewon Kim, Bohyung Han et al.328 citations
  46. PHASEN: A Phase-and-Harmonics-Aware Speech Enhancement NetworkDacheng Yin, Chong Luo, Zhiwei Xiong et al.323 citations
  47. Neural Cognitive Diagnosis for Intelligent Education SystemsFei Wang, Qi Liu, Enhong Chen et al.314 citations
  48. Multi-Range Attentive Bicomponent Graph Convolutional Network for Traffic ForecastingWeiqi Chen, Ling Chen, Yu Xie et al.306 citations
  49. Online Knowledge Distillation with Diverse PeersDefang Chen, Jian-Ping Mei, Can Wang et al.303 citations
  50. FedVision: An Online Visual Object Detection Platform Powered by Federated LearningYang Liu, Anbu Huang, Yun Luo et al.302 citations
  51. Do Not Have Enough Data? Deep Learning to the Rescue!Ateret Anaby-Tavor, Boaz Carmeli, Esther Goldbraich et al.300 citations
  52. Decoupled Attention Network for Text RecognitionTianwei Wang, Yuanzhi Zhu, Lianwen Jin et al.294 citations
  53. FD-GAN: Generative Adversarial Networks with Fusion-Discriminator for Single Image DehazingDong Yu, Yihao Liu, He Zhang et al.293 citations
  54. Domain Generalization Using a Mixture of Multiple Latent DomainsToshihiko Matsuura, Tatsuya Harada289 citations
  55. Tensor Graph Convolutional Networks for Text ClassificationXien Liu, Xinxin You, Xiao Zhang et al.286 citations
  56. Unsupervised Attributed Multiplex Network EmbeddingChanyoung Park, Yejin Kim, Jiawei Han et al.286 citations
  57. Mastering Complex Control in MOBA Games with Deep Reinforcement LearningDeheng Ye, Zhao Liu, Mingfei Sun et al.284 citations
  58. Multi-View Clustering in Latent Embedding SpaceMan-Sheng Chen, Ling Huang, Chang‐Dong Wang et al.277 citations
  59. CBNet: A Novel Composite Backbone Network Architecture for Object DetectionYudong Liu, Yongtao Wang, Siwei Wang et al.268 citations
  60. GlobalTrack: A Simple and Strong Baseline for Long-Term TrackingLianghua Huang, Xin Bo Zhao, Kaiqi Huang265 citations
  61. Spatio-Temporal Graph Structure Learning for Traffic ForecastingQi Zhang, Jianlong Chang, Gaofeng Meng et al.254 citations
  62. TEINet: Towards an Efficient Architecture for Video RecognitionZhaoyang Liu, Donghao Luo, Yabiao Wang et al.254 citations
  63. Multi-Agent Game Abstraction via Graph Attention Neural NetworkYong Liu, Weixun Wang, Yujing Hu et al.247 citations
  64. CSPN++: Learning Context and Resource Aware Convolutional Spatial Propagation Networks for Depth CompletionXinjing Cheng, Peng Wang, Chenye Guan et al.245 citations
  65. Learning the Graphical Structure of Electronic Health Records with Graph Convolutional TransformerEdward Choi, Zhen Xu, Yujia Li et al.244 citations
  66. An Attention-Based Graph Neural Network for Heterogeneous Structural LearningHuiting Hong, Hantao Guo, Yu‐Cheng Lin et al.243 citations
  67. Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labeled NodesKe Sun, Zhouchen Lin, Zhanxing Zhu237 citations
  68. PI-RCNN: An Efficient Multi-Sensor 3D Object Detector with Point-Based Attentive Cont-Conv Fusion ModuleLiang Xie, Chao Jian Xiang, Zhengxu Yu et al.237 citations
  69. Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-LabelingQian Wang, Toby P. Breckon229 citations
  70. Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal FusionSijie Mai, Haifeng Hu, Songlong Xing228 citations
  71. Order Matters: Semantic-Aware Neural Networks for Binary Code Similarity DetectionZeping Yu, Rui Cao, Qiyi Tang et al.228 citations
  72. Towards Ghost-Free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GANXiaodong Cun, Chi‐Man Pun, Cheng Shi228 citations
  73. SpotFake+: A Multimodal Framework for Fake News Detection via Transfer Learning (Student Abstract)Shivangi Singhal, Anubha Kabra, Mohit Kumar Sharma et al.226 citations
  74. Memory Augmented Graph Neural Networks for Sequential RecommendationChen Ma, Liheng Ma, Yingxue Zhang et al.224 citations
  75. Spatial-Temporal Multi-Cue Network for Continuous Sign Language RecognitionHao Zhou, Wengang Zhou, Yun Zhou et al.222 citations
  76. Tensor-SVD Based Graph Learning for Multi-View Subspace ClusteringQuanxue Gao, Wei Xia, Zhizhen Wan et al.218 citations
  77. Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial ExamplesMinhao Cheng, Jinfeng Yi, Pin‐Yu Chen et al.217 citations
  78. EEMEFN: Low-Light Image Enhancement via Edge-Enhanced Multi-Exposure Fusion NetworkMinfeng Zhu, Pingbo Pan, Wei Chen et al.214 citations
  79. HoMM: Higher-Order Moment Matching for Unsupervised Domain AdaptationChao Chen, Zhihang Fu, Zhihong Chen et al.214 citations
  80. Multi-Source Distilling Domain AdaptationSicheng Zhao, Guangzhi Wang, Shanghang Zhang et al.213 citations
  81. CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic SegmentationJunsong Fan, Zhaoxiang Zhang, Tieniu Tan et al.207 citations
  82. Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation ApproachBingfeng Zhang, Jimin Xiao, Yunchao Wei et al.204 citations
  83. Few-Shot Knowledge Graph CompletionChuxu Zhang, Huaxiu Yao, Chao Huang et al.203 citations
  84. AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression RatesNing Liu, Xiaolong Ma, Zhiyuan Xu et al.202 citations
  85. Practical Federated Gradient Boosting Decision TreesQinbin Li, Zeyi Wen, Bingsheng He201 citations
  86. CGD: Multi-View Clustering via Cross-View Graph DiffusionChang Tang, Xinwang Liu, Xinzhong Zhu et al.200 citations
  87. CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task LearningDaojian Zeng, Ranran Haoran Zhang, Qianying Liu197 citations
  88. Fast Learning of Temporal Action Proposal via Dense Boundary GeneratorChuming Lin, Jian Li, Yabiao Wang et al.197 citations
  89. Filtration and Distillation: Enhancing Region Attention for Fine-Grained Visual CategorizationChuanbin Liu, Hongtao Xie, Zheng-Jun Zha et al.196 citations
  90. Discriminative Adversarial Domain AdaptationHui Tang, Kui Jia194 citations
  91. SG-Net: Syntax-Guided Machine Reading ComprehensionZhuosheng Zhang, Yuwei Wu, Junru Zhou et al.194 citations
  92. Interpretable Rumor Detection in Microblogs by Attending to User InteractionsLing Min Serena Khoo, Hai Leong Chieu, Qian Zhong et al.193 citations
  93. PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile DevicesXiaolong Ma, Fu-Ming Guo, Wei Niu et al.193 citations
  94. Regularized Fine-Grained Meta Face Anti-SpoofingRui Shao, Xiangyuan Lan, Pong Chi Yuen193 citations
  95. Dynamic Instance Normalization for Arbitrary Style TransferYongcheng Jing, Xiao Liu, Yukang Ding et al.189 citations
  96. Channel Interaction Networks for Fine-Grained Image CategorizationYu Gao, Xintong Han, Xun Wang et al.188 citations
  97. Multi-Label Classification with Label Graph SuperimposingYa Wang, Dongliang He, Fu Li et al.188 citations
  98. Cross-Modality Attention with Semantic Graph Embedding for Multi-Label ClassificationRenchun You, Zhiyao Guo, Lei Cui et al.187 citations
  99. Reasoning with Heterogeneous Graph Alignment for Video Question AnsweringJiang Pin, Yahong Han186 citations
  100. Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph CompletionZhao Zhang, Fuzhen Zhuang, Hengshu Zhu et al.185 citations

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