Elamur Research⌕
☰
home / venues / Proceedings of the AAAI Conference on… / 2021 / papers

Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers

2,330 papers · page 1 of 24 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2021

1 2 … 10 … 24

  1. Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting ↗Haoyi Zhou, Shanghang Zhang, Jieqi Peng et al.7,301 citations
  2. Graph Neural Network-Based Anomaly Detection in Multivariate Time Series ↗Ailin Deng, Bryan Hooi1,319 citations
  3. R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object ↗Xue Yang, Junchi Yan, Zi‐Ming Feng et al.1,238 citations
  4. Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detection ↗Jiajun Deng, Shaoshuai Shi, Peiwei Li et al.1,008 citations
  5. Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting ↗Mengzhang Li, Zhanxing Zhu921 citations
  6. Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis ↗Wenmeng Yu, Hua Xu, Ziqi Yuan et al.755 citations
  7. Personalized Cross-Silo Federated Learning on Non-IID Data ↗Yutao Huang, Lingyang Chu, Zirui Zhou et al.723 citations
  8. Semi-supervised Medical Image Segmentation through Dual-task Consistency ↗Xiangde Luo, Jieneng Chen, Tao Song et al.684 citations
  9. Contrastive Clustering ↗Yunfan Li, Peng Hu, Zitao Liu et al.647 citations
  10. Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks ↗Cheng Chen, Haiqin Yang, Irwin King et al.572 citations
  11. Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation ↗Xin Xia, Hongzhi Yin, Junliang Yu et al.570 citations
  12. Beyond Low-frequency Information in Graph Convolutional Networks ↗Deyu Bo, Xiao Wang, Chuan Shi et al.548 citations
  13. HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection ↗Binny Mathew, Punyajoy Saha, Seid Muhie Yimam et al.513 citations
  14. Unsupervised Feature Selection Using Nonnegative Spectral Analysis ↗Zechao Li, Yi Ping Yang, Jing Liu et al.508 citations
  15. Going Deeper With Directly-Trained Larger Spiking Neural Networks ↗Hanle Zheng, Yujie Wu, Lei Deng et al.506 citations
  16. Fine-Grained Entity Recognition ↗Xiao Ling, Daniel S. Weld476 citations
  17. Dynamic Anchor Learning for Arbitrary-Oriented Object Detection ↗Qi Ming, Zhiqiang Zhou, Lingjuan Miao et al.373 citations
  18. Learning Modulated Loss for Rotated Object Detection ↗Wen Qian, Xue Yang, Silong Peng et al.366 citations
  19. Nyströmformer: A Nyström-based Algorithm for Approximating Self-Attention ↗Yunyang Xiong, Zhanpeng Zeng, Rudrasis Chakraborty et al.361 citations
  20. Similarity Reasoning and Filtration for Image-Text Matching ↗Haiwen Diao, Ying Zhang, Lin Ma et al.361 citations
  21. Non-Intrusive Load Monitoring Using Prior Models of General Appliance Types ↗Oliver Parson, Siddhartha Ghosh, Mark J. Weal et al.354 citations
  22. Data Augmentation for Graph Neural Networks ↗Tong Zhao, Yozen Liu, Leonardo Neves et al.346 citations
  23. Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition ↗Zhan Chen, Sicheng Li, Bing Yang et al.339 citations
  24. Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks ↗Cunchao Zhu, Muhao Chen, Changjun Fan et al.333 citations
  25. Dual-level Collaborative Transformer for Image Captioning ↗Yunpeng Luo, Jiayi Ji, Xiaoshuai Sun et al.327 citations
  26. Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling ↗Wenxuan Zhou, Kevin Huang, Tengyu Ma et al.316 citations
  27. CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point Cloud ↗Zheng Wu, Weiliang Tang, Sijin Chen et al.313 citations
  28. Local Relation Learning for Face Forgery Detection ↗Shen Chen, Taiping Yao, Yang Chen et al.313 citations
  29. Liquid Time-constant Networks ↗Ramin Hasani, Mathias Lechner, Alexander Amini et al.312 citations
  30. HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation ↗Xiaoyang Lyu, Liang Liu, Mengmeng Wang et al.310 citations
  31. RESA: Recurrent Feature-Shift Aggregator for Lane Detection ↗Tu Zheng, Hao Fang, Yi Zhang et al.310 citations
  32. SMIL: Multimodal Learning with Severely Missing Modality ↗Mengmeng Ma, Jian Ren, Long Zhao et al.310 citations
  33. Cross-Layer Distillation with Semantic Calibration ↗Defang Chen, Jian-Ping Mei, Yuan Zhang et al.308 citations
  34. Low-Rank Matrix Recovery via Efficient Schatten p-Norm Minimization ↗Feiping Nie, Heng Huang, Chris H. Q. Ding294 citations
  35. Online Task Assignment in Crowdsourcing Markets ↗Chien-Ju Ho, Jennifer Wortman Vaughan293 citations
  36. Robust Lightweight Facial Expression Recognition Network with Label Distribution Training ↗Zengqun Zhao, Qingshan Liu, Feng Zhou283 citations
  37. Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion ↗Yan Lei Xu, Jiantao Gao, Jie Li et al.282 citations
  38. Heterogeneous Graph Structure Learning for Graph Neural Networks ↗Jianan Zhao, Xiao Wang, Chuan Shi et al.281 citations
  39. Automatic Targetless Extrinsic Calibration of a 3D Lidar and Camera by Maximizing Mutual Information ↗Gaurav Pandey, James McBride, Silvio Savarese et al.275 citations
  40. BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search ↗Colin White, Willie Neiswanger, Yash Savani261 citations
  41. Lifelong Multi-Agent Path Finding in Large-Scale Warehouses ↗Jiaoyang Li, Andrew Tinka, Scott Kiesel et al.253 citations
  42. Emoticon Smoothed Language Models for Twitter Sentiment Analysis ↗Kun-Lin Liu, Wu-Jun Li, Minyi Guo252 citations
  43. Addressing Class Imbalance in Federated Learning ↗Lixu Wang, Shichao Xu, Xiao Wang et al.251 citations
  44. Multi-Label Learning by Exploiting Label Correlations Locally ↗Sheng-Jun Huang, Zhi‐Hua Zhou249 citations
  45. Deep Fusion Clustering Network ↗Wenxuan Tu, Sihang Zhou, Xinwang Liu et al.241 citations
  46. Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation ↗Lianghao Xia, Chao Huang, Yong Xu et al.237 citations
  47. Time-Critical Influence Maximization in Social Networks with Time-Delayed Diffusion Process ↗Wei Chen, Wei Lu, Ning Zhang237 citations
  48. DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition ↗Weizhou Shen, Junqing Chen, Xiaojun Quan et al.230 citations
  49. Graph Neural Networks with Heterophily ↗Jiong Zhu, Ryan A. Rossi, Anup B. Rao et al.224 citations
  50. Two-Stream Convolution Augmented Transformer for Human Activity Recognition ↗Bing Li, Wei Cui, Wei Wang et al.224 citations
  51. Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network ↗Xiyue Zhang, Chao Huang, Yong Xu et al.223 citations
  52. EECBS: A Bounded-Suboptimal Search for Multi-Agent Path Finding ↗Jiaoyang Li, Wheeler Ruml, Sven Koenig220 citations
  53. A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis ↗Yue Mao, Yi Shen, Chao Yu et al.218 citations
  54. ERNIE-ViL: Knowledge Enhanced Vision-Language Representations through Scene Graphs ↗Fei Richard Yu, Jiji Tang, Weichong Yin et al.218 citations
  55. Shallow-UWnet: Compressed Model for Underwater Image Enhancement (Student Abstract) ↗Ankita Naik, Apurva Swarnakar, Kartik Mittal217 citations
  56. Hierarchical Graph Convolution Network for Traffic Forecasting ↗Kan Guo, Yongli Hu, Yanfeng Sun et al.211 citations
  57. RETRACTED: Multi-modal Graph Fusion for Named Entity Recognition with Targeted Visual Guidance ↗Dong Zhang, Suzhong Wei, Shoushan Li et al.211 citations
  58. Camera-Aware Proxies for Unsupervised Person Re-Identification ↗Menglin Wang, Baisheng Lai, Jianqiang Huang et al.206 citations
  59. Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction ↗Shaowei Chen, Yu Wang, Jie Liu et al.205 citations
  60. Appearance-Motion Memory Consistency Network for Video Anomaly Detection ↗Ruichu Cai, Hao Zhang, Wen Liu et al.204 citations
  61. Deep Graph-neighbor Coherence Preserving Network for Unsupervised Cross-modal Hashing ↗Jun Yu, Hao Zhou, Yibing Zhan et al.197 citations
  62. Graph Heterogeneous Multi-Relational Recommendation ↗Chong Chen, Weizhi Ma, Min Zhang et al.197 citations
  63. Generative Semi-supervised Learning for Multivariate Time Series Imputation ↗Xiaoye Miao, Yangyang Wu, Jun Wang et al.194 citations
  64. Meta Label Correction for Noisy Label Learning ↗Guoqing Zheng, Ahmed Hassan Awadallah, Susan Dumais193 citations
  65. Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction ↗Benfeng Xu, Quan Wang, Yajuan Lyu et al.192 citations
  66. Using Hindsight to Anchor Past Knowledge in Continual Learning ↗Arslan Chaudhry, Albert Gordo, Puneet K. Dokania et al.191 citations
  67. Retrospective Reader for Machine Reading Comprehension ↗Zhuosheng Zhang, Junjie Yang, Hai Zhao190 citations
  68. Online Class-Incremental Continual Learning with Adversarial Shapley Value ↗Dongsub Shim, Zheda Mai, Jihwan Jeong et al.189 citations
  69. Self-Attention Attribution: Interpreting Information Interactions Inside Transformer ↗Yaru Hao, Li Dong, Furu Wei et al.189 citations
  70. ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning ↗Zhewei Yao, Amir Gholami, Sheng Shen et al.188 citations
  71. Coupled Layer-wise Graph Convolution for Transportation Demand Prediction ↗Junchen Ye, Leilei Sun, Bowen Du et al.188 citations
  72. Knowledge-aware Coupled Graph Neural Network for Social Recommendation ↗Chao Huang, Huance Xu, Yong Xu et al.187 citations
  73. Improving Image Captioning by Leveraging Intra- and Inter-layer Global Representation in Transformer Network ↗Jiayi Ji, Yunpeng Luo, Xiaoshuai Sun et al.183 citations
  74. Learning a Few-shot Embedding Model with Contrastive Learning ↗Chen Liu, Yanwei Fu, Chengming Xu et al.182 citations
  75. Locate Globally, Segment Locally: A Progressive Architecture With Knowledge Review Network for Salient Object Detection ↗Binwei Xu, Haoran Liang, Ronghua Liang et al.179 citations
  76. Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification ↗Kecheng Zheng, Cuiling Lan, Wenjun Zeng et al.177 citations
  77. Learning Semantic Context from Normal Samples for Unsupervised Anomaly Detection ↗Xudong Yan, Huaidong Zhang, Xuemiao Xu et al.177 citations
  78. RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER ↗Lin Jun Sun, Jiquan Wang, Kai Zhang et al.175 citations
  79. RGB-D Salient Object Detection via 3D Convolutional Neural Networks ↗Qian Chen, Ze Liu, Yi Zhang et al.173 citations
  80. Inductive Graph Neural Networks for Spatiotemporal Kriging ↗Yuankai Wu, Dingyi Zhuang, Aurélie Labbe et al.172 citations
  81. Pyramidal Feature Shrinking for Salient Object Detection ↗Mingcan Ma, Changqun Xia, Jia Li172 citations
  82. To Choose or to Fuse? Scale Selection for Crowd Counting ↗Qingyu Song, Chang’an Wang, Yabiao Wang et al.172 citations
  83. Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency Coherence ↗Siyue Yu, Bingfeng Zhang, Jimin Xiao et al.168 citations
  84. Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs ↗Wen-Yi Hsiao, Jen-Yu Liu, Yin-Cheng Yeh et al.166 citations
  85. KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning ↗Liu Ye, Yao Wan, Lifang He et al.166 citations
  86. Dual Quaternion Knowledge Graph Embeddings ↗Zongsheng Cao, Qianqian Xu, Zhiyong Yang et al.163 citations
  87. ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification ↗Guozhong Li, Byron Koon Kau Choi, Jianliang Xu et al.163 citations
  88. Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion ↗Yu‐Bang Zheng, Ting‐Zhu Huang, Xi-Le Zhao et al.162 citations
  89. Boundary Proposal Network for Two-stage Natural Language Video Localization ↗Shaoning Xiao, Long Chen, Songyang Zhang et al.160 citations
  90. Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching ↗Mingi Ji, Byeongho Heo, Sungrae Park157 citations
  91. Understanding Deformable Alignment in Video Super-Resolution ↗Kelvin C. K. Chan, Xintao Wang, Ke Yu et al.157 citations
  92. Few-Shot Class-Incremental Learning via Relation Knowledge Distillation ↗Songlin Dong, Xiaopeng Hong, Xiaoyu Tao et al.154 citations
  93. Knapsack Based Optimal Policies for Budget–Limited Multi–Armed Bandits ↗Long Tran-Thanh, Archie C. Chapman, Alex Rogers et al.154 citations
  94. Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Learning ↗Sheng Wan, Shirui Pan, Jian Jun Yang et al.153 citations
  95. Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning ↗Zhiqiang Shen, Zechun Liu, Jie Qin et al.153 citations
  96. Arbitrary Video Style Transfer via Multi-Channel Correlation ↗Yingying Deng, Fan Tang, Weiming Dong et al.152 citations
  97. Domain General Face Forgery Detection by Learning to Weight ↗Ke Sun, Hong Liu, Qixiang Ye et al.151 citations
  98. Semantic Grouping Network for Video Captioning ↗Hobin Ryu, Sunghun Kang, Haeyong Kang et al.150 citations
  99. Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring ↗Jie Wen, Zheng Zhang, Zhao Zhang et al.149 citations
  100. A Free Lunch for Unsupervised Domain Adaptive Object Detection without Source Data ↗Xianfeng Li, Weijie Chen, Di Xie et al.148 citations

1 2 … 10 … 24

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2021/papers/