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title: "Proceedings of the AAAI Conference on Artificial Intelligence"
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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](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2020/)

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1. **[Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression ↗](https://doi.org/10.1609/aaai.v34i07.6999)**Zhaohui Zheng, Ping Wang, Wei Liu et al.*4,989 citations*
2. **[Random Erasing Data Augmentation ↗](https://doi.org/10.1609/aaai.v34i07.7000)**Zhun Zhong, Liang Zheng, Guoliang Kang et al.*3,303 citations*
3. **[FFA-Net: Feature Fusion Attention Network for Single Image Dehazing ↗](https://doi.org/10.1609/aaai.v34i07.6865)**Xu Qin, Zhilin Wang, Yuanchao Bai et al.*1,796 citations*
4. **[GMAN: A Graph Multi-Attention Network for Traffic Prediction ↗](https://doi.org/10.1609/aaai.v34i01.5477)**Chuanpan 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 Forecasting ↗](https://doi.org/10.1609/aaai.v34i01.5438)**Chao Song, Youfang Lin, Shengnan Guo et al.*1,574 citations*
6. **[F³Net: Fusion, Feedback and Focus for Salient Object Detection ↗](https://doi.org/10.1609/aaai.v34i07.6916)**Jun Wei, Shuhui Wang, Qingming Huang*1,050 citations*
7. **[Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View ↗](https://doi.org/10.1609/aaai.v34i04.5747)**Deli Chen, Yankai Lin, Wei Li et al.*1,043 citations*
8. **[SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines ↗](https://doi.org/10.1609/aaai.v34i07.6944)**Yinda 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 Entailment](https://md.research.elamur.ai/free/en/papers/jin-2019-bert-really-robust-strong-baseline/)**Di Jin, Zhijing Jin, Joey Tianyi Zhou et al.*918 citations · our summary*
10. **[Real-Time Scene Text Detection with Differentiable Binarization ↗](https://doi.org/10.1609/aaai.v34i07.6812)**Minghui Liao, Zhaoyi Wan, Cong Yao et al.*864 citations*
11. **[Unified Vision-Language Pre-Training for Image Captioning and VQA ↗](https://doi.org/10.1609/aaai.v34i07.7005)**Luowei Zhou, Hamid Palangi, Lei Zhang et al.*839 citations*
12. **[K-BERT: Enabling Language Representation with Knowledge Graph](https://md.research.elamur.ai/free/en/papers/liu-2019-k-bert-enabling-language-representation/)**Weijie 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-Training ↗](https://doi.org/10.1609/aaai.v34i07.6795)**Gen Li, Nan Duan, Yuejian Fang et al.*770 citations*
14. **[ERNIE 2.0: A Continual Pre-Training Framework for Language Understanding](https://md.research.elamur.ai/free/en/papers/sun-2019-ernie-2-0-continual/)**Yu Sun, Shuohuan Wang, Yukun Li et al.*765 citations · our summary*
15. **[Energy and Policy Considerations for Modern Deep Learning Research ↗](https://doi.org/10.1609/aaai.v34i09.7123)**Emma Strubell, Ananya Ganesh, Andrew McCallum*755 citations*
16. **[Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks ↗](https://doi.org/10.1609/aaai.v34i01.5393)**Tian Bian, Xi Xiao, Tingyang Xu et al.*755 citations*
17. **[Revisiting Graph Based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach ↗](https://doi.org/10.1609/aaai.v34i01.5330)**Lei 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 Intensity ↗](https://doi.org/10.1609/aaai.v34i07.6975)**Hao Zhang, Han Xu, Yang Xiao et al.*589 citations*
19. **[FusionDN: A Unified Densely Connected Network for Image Fusion ↗](https://doi.org/10.1609/aaai.v34i07.6936)**Han Xu, Jiayi Ma, Zhuliang Le et al.*587 citations*
20. **[Large-Scale Multi-View Subspace Clustering in Linear Time ↗](https://doi.org/10.1609/aaai.v34i04.5867)**Zhao Kang, Wang-Tao Zhou, Zhitong Zhao et al.*538 citations*
21. **[Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language ↗](https://doi.org/10.1609/aaai.v34i07.6984)**Songyang Zhang, Houwen Peng, Jianlong Fu et al.*482 citations*
22. **[WinoGrande: An Adversarial Winograd Schema Challenge at Scale ↗](https://doi.org/10.1609/aaai.v34i05.6399)**Keisuke Sakaguchi, Ronan Joseph Le Bras, Chandra Bhagavatula et al.*478 citations*
23. **[Global Context-Aware Progressive Aggregation Network for Salient Object Detection ↗](https://doi.org/10.1609/aaai.v34i07.6633)**Zuyao Chen, Qianqian Xu, Runmin Cong et al.*477 citations*
24. **[Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection ↗](https://doi.org/10.1609/aaai.v34i07.6787)**Seijoon Kim, Seongsik Park, Byunggook Na et al.*451 citations*
25. **[Knowing What, How and Why: A Near Complete Solution for Aspect-Based Sentiment Analysis ↗](https://doi.org/10.1609/aaai.v34i05.6383)**Haiyun Peng, Lu Tie Xu, Lidong Bing et al.*439 citations*
26. **[Infrared-Visible Cross-Modal Person Re-Identification with an X Modality ↗](https://doi.org/10.1609/aaai.v34i04.5891)**Diangang Li, Xing Wei, Xiaopeng Hong et al.*431 citations*
27. **[Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT ↗](https://doi.org/10.1609/aaai.v34i05.6409)**Sheng Shen, Zhen Dong, Jiayu Ye et al.*428 citations*
28. **[Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction ↗](https://doi.org/10.1609/aaai.v34i03.5701)**Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang et al.*421 citations*
29. **[Learning Attentive Pairwise Interaction for Fine-Grained Classification ↗](https://doi.org/10.1609/aaai.v34i07.7016)**Peiqin Zhuang, Yali Wang, Yu Qiao*415 citations*
30. **[Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control ↗](https://doi.org/10.1609/aaai.v34i04.5744)**Chacha 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 Recommendation ↗](https://doi.org/10.1609/aaai.v34i01.5353)**Ke Sun, Tieyun Qian, Tong Chen et al.*399 citations*
32. **[Learning Relationships between Text, Audio, and Video via Deep Canonical Correlation for Multimodal Language Analysis ↗](https://doi.org/10.1609/aaai.v34i05.6431)**Zhongkai Sun, Prathusha K Sarma, William A. Sethares et al.*395 citations*
33. **[TANet: Robust 3D Object Detection from Point Clouds with Triple Attention ↗](https://doi.org/10.1609/aaai.v34i07.6837)**Zhe Liu, Xin Bo Zhao, Tengteng Huang et al.*392 citations*
34. **[Deep Domain-Adversarial Image Generation for Domain Generalisation ↗](https://doi.org/10.1609/aaai.v34i07.7003)**Kaiyang Zhou, Yongxin Yang, Timothy M. Hospedales et al.*388 citations*
35. **[Adversarial Domain Adaptation with Domain Mixup ↗](https://doi.org/10.1609/aaai.v34i04.6123)**Minghao Xu, Jian Zhang, Bingbing Ni et al.*381 citations*
36. **[Self-Attention ConvLSTM for Spatiotemporal Prediction ↗](https://doi.org/10.1609/aaai.v34i07.6819)**Zhihui Lin, Maomao Li, Zhuobin Zheng et al.*378 citations*
37. **[Learning Graph Convolutional Network for Skeleton-Based Human Action Recognition by Neural Searching ↗](https://doi.org/10.1609/aaai.v34i03.5652)**Wei Peng, Xiaopeng Hong, Haoyu Chen et al.*361 citations*
38. **[Scalable and Generalizable Social Bot Detection through Data Selection ↗](https://doi.org/10.1609/aaai.v34i01.5460)**Kai-Cheng Yang, Onur Varol, Pik-Mai Hui et al.*350 citations*
39. **[Semantics-Aware BERT for Language Understanding ↗](https://doi.org/10.1609/aaai.v34i05.6510)**Zhuosheng Zhang, Yuwei Wu, Hai Zhao et al.*348 citations*
40. **[Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification ↗](https://doi.org/10.1609/aaai.v34i07.6894)**Guan-An Wang, Tianzhu Zhang, Yang Yang et al.*347 citations*
41. **[Morphing and Sampling Network for Dense Point Cloud Completion ↗](https://doi.org/10.1609/aaai.v34i07.6827)**Minghua Liu, Lu Sheng, Sheng Yong Yang et al.*334 citations*
42. **[TapNet: Multivariate Time Series Classification with Attentional Prototypical Network ↗](https://doi.org/10.1609/aaai.v34i04.6165)**Xuchao Zhang, Yifeng Gao, Jessica Lin et al.*334 citations*
43. **[Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation ↗](https://doi.org/10.1609/aaai.v34i01.5354)**Zequn Sun, Chengming Wang, Wei Ping Hu et al.*332 citations*
44. **[When Radiology Report Generation Meets Knowledge Graph ↗](https://doi.org/10.1609/aaai.v34i07.6989)**Yixiao Zhang, Xiaosong Wang, Ziyue Xu et al.*329 citations*
45. **[Channel Attention Is All You Need for Video Frame Interpolation ↗](https://doi.org/10.1609/aaai.v34i07.6693)**Myungsub Choi, Heewon Kim, Bohyung Han et al.*328 citations*
46. **[PHASEN: A Phase-and-Harmonics-Aware Speech Enhancement Network ↗](https://doi.org/10.1609/aaai.v34i05.6489)**Dacheng Yin, Chong Luo, Zhiwei Xiong et al.*323 citations*
47. **[Neural Cognitive Diagnosis for Intelligent Education Systems ↗](https://doi.org/10.1609/aaai.v34i04.6080)**Fei Wang, Qi Liu, Enhong Chen et al.*314 citations*
48. **[Multi-Range Attentive Bicomponent Graph Convolutional Network for Traffic Forecasting ↗](https://doi.org/10.1609/aaai.v34i04.5758)**Weiqi Chen, Ling Chen, Yu Xie et al.*306 citations*
49. **[Online Knowledge Distillation with Diverse Peers ↗](https://doi.org/10.1609/aaai.v34i04.5746)**Defang Chen, Jian-Ping Mei, Can Wang et al.*303 citations*
50. **[FedVision: An Online Visual Object Detection Platform Powered by Federated Learning ↗](https://doi.org/10.1609/aaai.v34i08.7021)**Yang Liu, Anbu Huang, Yun Luo et al.*302 citations*
51. **[Do Not Have Enough Data? Deep Learning to the Rescue! ↗](https://doi.org/10.1609/aaai.v34i05.6233)**Ateret Anaby-Tavor, Boaz Carmeli, Esther Goldbraich et al.*300 citations*
52. **[Decoupled Attention Network for Text Recognition ↗](https://doi.org/10.1609/aaai.v34i07.6903)**Tianwei Wang, Yuanzhi Zhu, Lianwen Jin et al.*294 citations*
53. **[FD-GAN: Generative Adversarial Networks with Fusion-Discriminator for Single Image Dehazing ↗](https://doi.org/10.1609/aaai.v34i07.6701)**Dong Yu, Yihao Liu, He Zhang et al.*293 citations*
54. **[Domain Generalization Using a Mixture of Multiple Latent Domains ↗](https://doi.org/10.1609/aaai.v34i07.6846)**Toshihiko Matsuura, Tatsuya Harada*289 citations*
55. **[Tensor Graph Convolutional Networks for Text Classification ↗](https://doi.org/10.1609/aaai.v34i05.6359)**Xien Liu, Xinxin You, Xiao Zhang et al.*286 citations*
56. **[Unsupervised Attributed Multiplex Network Embedding ↗](https://doi.org/10.1609/aaai.v34i04.5985)**Chanyoung Park, Yejin Kim, Jiawei Han et al.*286 citations*
57. **[Mastering Complex Control in MOBA Games with Deep Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v34i04.6144)**Deheng Ye, Zhao Liu, Mingfei Sun et al.*284 citations*
58. **[Multi-View Clustering in Latent Embedding Space ↗](https://doi.org/10.1609/aaai.v34i04.5756)**Man-Sheng Chen, Ling Huang, Chang‐Dong Wang et al.*277 citations*
59. **[CBNet: A Novel Composite Backbone Network Architecture for Object Detection ↗](https://doi.org/10.1609/aaai.v34i07.6834)**Yudong Liu, Yongtao Wang, Siwei Wang et al.*268 citations*
60. **[GlobalTrack: A Simple and Strong Baseline for Long-Term Tracking ↗](https://doi.org/10.1609/aaai.v34i07.6758)**Lianghua Huang, Xin Bo Zhao, Kaiqi Huang*265 citations*
61. **[Spatio-Temporal Graph Structure Learning for Traffic Forecasting ↗](https://doi.org/10.1609/aaai.v34i01.5470)**Qi Zhang, Jianlong Chang, Gaofeng Meng et al.*254 citations*
62. **[TEINet: Towards an Efficient Architecture for Video Recognition ↗](https://doi.org/10.1609/aaai.v34i07.6836)**Zhaoyang Liu, Donghao Luo, Yabiao Wang et al.*254 citations*
63. **[Multi-Agent Game Abstraction via Graph Attention Neural Network ↗](https://doi.org/10.1609/aaai.v34i05.6211)**Yong Liu, Weixun Wang, Yujing Hu et al.*247 citations*
64. **[CSPN++: Learning Context and Resource Aware Convolutional Spatial Propagation Networks for Depth Completion ↗](https://doi.org/10.1609/aaai.v34i07.6635)**Xinjing Cheng, Peng Wang, Chenye Guan et al.*245 citations*
65. **[Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer ↗](https://doi.org/10.1609/aaai.v34i01.5400)**Edward Choi, Zhen Xu, Yujia Li et al.*244 citations*
66. **[An Attention-Based Graph Neural Network for Heterogeneous Structural Learning ↗](https://doi.org/10.1609/aaai.v34i04.5833)**Huiting 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 Nodes ↗](https://doi.org/10.1609/aaai.v34i04.6048)**Ke Sun, Zhouchen Lin, Zhanxing Zhu*237 citations*
68. **[PI-RCNN: An Efficient Multi-Sensor 3D Object Detector with Point-Based Attentive Cont-Conv Fusion Module ↗](https://doi.org/10.1609/aaai.v34i07.6933)**Liang Xie, Chao Jian Xiang, Zhengxu Yu et al.*237 citations*
69. **[Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling ↗](https://doi.org/10.1609/aaai.v34i04.6091)**Qian Wang, Toby P. Breckon*229 citations*
70. **[Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion ↗](https://doi.org/10.1609/aaai.v34i01.5347)**Sijie Mai, Haifeng Hu, Songlong Xing*228 citations*
71. **[Order Matters: Semantic-Aware Neural Networks for Binary Code Similarity Detection ↗](https://doi.org/10.1609/aaai.v34i01.5466)**Zeping Yu, Rui Cao, Qiyi Tang et al.*228 citations*
72. **[Towards Ghost-Free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN ↗](https://doi.org/10.1609/aaai.v34i07.6695)**Xiaodong Cun, Chi‐Man Pun, Cheng Shi*228 citations*
73. **[SpotFake+: A Multimodal Framework for Fake News Detection via Transfer Learning (Student Abstract) ↗](https://doi.org/10.1609/aaai.v34i10.7230)**Shivangi Singhal, Anubha Kabra, Mohit Kumar Sharma et al.*226 citations*
74. **[Memory Augmented Graph Neural Networks for Sequential Recommendation ↗](https://doi.org/10.1609/aaai.v34i04.5945)**Chen Ma, Liheng Ma, Yingxue Zhang et al.*224 citations*
75. **[Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition ↗](https://doi.org/10.1609/aaai.v34i07.7001)**Hao Zhou, Wengang Zhou, Yun Zhou et al.*222 citations*
76. **[Tensor-SVD Based Graph Learning for Multi-View Subspace Clustering ↗](https://doi.org/10.1609/aaai.v34i04.5807)**Quanxue Gao, Wei Xia, Zhizhen Wan et al.*218 citations*
77. **[Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial Examples ↗](https://doi.org/10.1609/aaai.v34i04.5767)**Minhao Cheng, Jinfeng Yi, Pin‐Yu Chen et al.*217 citations*
78. **[EEMEFN: Low-Light Image Enhancement via Edge-Enhanced Multi-Exposure Fusion Network ↗](https://doi.org/10.1609/aaai.v34i07.7013)**Minfeng Zhu, Pingbo Pan, Wei Chen et al.*214 citations*
79. **[HoMM: Higher-Order Moment Matching for Unsupervised Domain Adaptation ↗](https://doi.org/10.1609/aaai.v34i04.5745)**Chao Chen, Zhihang Fu, Zhihong Chen et al.*214 citations*
80. **[Multi-Source Distilling Domain Adaptation ↗](https://doi.org/10.1609/aaai.v34i07.6997)**Sicheng Zhao, Guangzhi Wang, Shanghang Zhang et al.*213 citations*
81. **[CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v34i07.6705)**Junsong Fan, Zhaoxiang Zhang, Tieniu Tan et al.*207 citations*
82. **[Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach ↗](https://doi.org/10.1609/aaai.v34i07.6971)**Bingfeng Zhang, Jimin Xiao, Yunchao Wei et al.*204 citations*
83. **[Few-Shot Knowledge Graph Completion ↗](https://doi.org/10.1609/aaai.v34i03.5698)**Chuxu Zhang, Huaxiu Yao, Chao Huang et al.*203 citations*
84. **[AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates ↗](https://doi.org/10.1609/aaai.v34i04.5924)**Ning Liu, Xiaolong Ma, Zhiyuan Xu et al.*202 citations*
85. **[Practical Federated Gradient Boosting Decision Trees ↗](https://doi.org/10.1609/aaai.v34i04.5895)**Qinbin Li, Zeyi Wen, Bingsheng He*201 citations*
86. **[CGD: Multi-View Clustering via Cross-View Graph Diffusion ↗](https://doi.org/10.1609/aaai.v34i04.6052)**Chang Tang, Xinwang Liu, Xinzhong Zhu et al.*200 citations*
87. **[CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning ↗](https://doi.org/10.1609/aaai.v34i05.6495)**Daojian Zeng, Ranran Haoran Zhang, Qianying Liu*197 citations*
88. **[Fast Learning of Temporal Action Proposal via Dense Boundary Generator ↗](https://doi.org/10.1609/aaai.v34i07.6815)**Chuming Lin, Jian Li, Yabiao Wang et al.*197 citations*
89. **[Filtration and Distillation: Enhancing Region Attention for Fine-Grained Visual Categorization ↗](https://doi.org/10.1609/aaai.v34i07.6822)**Chuanbin Liu, Hongtao Xie, Zheng-Jun Zha et al.*196 citations*
90. **[Discriminative Adversarial Domain Adaptation ↗](https://doi.org/10.1609/aaai.v34i04.6054)**Hui Tang, Kui Jia*194 citations*
91. **[SG-Net: Syntax-Guided Machine Reading Comprehension ↗](https://doi.org/10.1609/aaai.v34i05.6511)**Zhuosheng Zhang, Yuwei Wu, Junru Zhou et al.*194 citations*
92. **[Interpretable Rumor Detection in Microblogs by Attending to User Interactions ↗](https://doi.org/10.1609/aaai.v34i05.6405)**Ling 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 Devices ↗](https://doi.org/10.1609/aaai.v34i04.5954)**Xiaolong Ma, Fu-Ming Guo, Wei Niu et al.*193 citations*
94. **[Regularized Fine-Grained Meta Face Anti-Spoofing ↗](https://doi.org/10.1609/aaai.v34i07.6873)**Rui Shao, Xiangyuan Lan, Pong Chi Yuen*193 citations*
95. **[Dynamic Instance Normalization for Arbitrary Style Transfer ↗](https://doi.org/10.1609/aaai.v34i04.5862)**Yongcheng Jing, Xiao Liu, Yukang Ding et al.*189 citations*
96. **[Channel Interaction Networks for Fine-Grained Image Categorization ↗](https://doi.org/10.1609/aaai.v34i07.6712)**Yu Gao, Xintong Han, Xun Wang et al.*188 citations*
97. **[Multi-Label Classification with Label Graph Superimposing ↗](https://doi.org/10.1609/aaai.v34i07.6909)**Ya Wang, Dongliang He, Fu Li et al.*188 citations*
98. **[Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification ↗](https://doi.org/10.1609/aaai.v34i07.6964)**Renchun You, Zhiyao Guo, Lei Cui et al.*187 citations*
99. **[Reasoning with Heterogeneous Graph Alignment for Video Question Answering ↗](https://doi.org/10.1609/aaai.v34i07.6767)**Jiang Pin, Yahong Han*186 citations*
100. **[Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion ↗](https://doi.org/10.1609/aaai.v34i05.6508)**Zhao Zhang, Fuzhen Zhuang, Hengshu Zhu et al.*185 citations*

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