📰 Proceedings of the AAAI Conference on Artificial Intelligence 2021 — accepted papers

Proceedings of the AAAI Conference on Artificial Intelligence 2021 is the 2021 edition of the Proceedings of the AAAI Conference on Artificial Intelligence (publisher: Association for the Advancement of Artificial Intelligence). OpenAlex lists 2,330 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. Informer: Beyond Efficient Transformer for Long Sequence Time-Series ForecastingHaoyi Zhou, Shanghang Zhang, Jieqi Peng et al.7,301 citations
2. Graph Neural Network-Based Anomaly Detection in Multivariate Time SeriesAilin Deng, Bryan Hooi1,319 citations
3. R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating ObjectXue Yang, Junchi Yan, Zi‐Ming Feng et al.1,238 citations
4. Voxel R-CNN: Towards High Performance Voxel-based 3D Object DetectionJiajun Deng, Shaoshuai Shi, Peiwei Li et al.1,008 citations
5. Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow ForecastingMengzhang Li, Zhanxing Zhu921 citations
6. Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment AnalysisWenmeng Yu, Hua Xu, Ziqi Yuan et al.755 citations
7. Personalized Cross-Silo Federated Learning on Non-IID DataYutao Huang, Lingyang Chu, Zirui Zhou et al.723 citations
8. Semi-supervised Medical Image Segmentation through Dual-task ConsistencyXiangde Luo, Jieneng Chen, Tao Song et al.684 citations
9. Contrastive ClusteringYunfan Li, Peng Hu, Zitao Liu et al.647 citations
10. Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social NetworksCheng Chen, Haiqin Yang, Irwin King et al.572 citations

All accepted papers (2,330)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. Informer: Beyond Efficient Transformer for Long Sequence Time-Series ForecastingHaoyi Zhou, Shanghang Zhang, Jieqi Peng et al.7,301 citations
2. Graph Neural Network-Based Anomaly Detection in Multivariate Time SeriesAilin Deng, Bryan Hooi1,319 citations
3. R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating ObjectXue Yang, Junchi Yan, Zi‐Ming Feng et al.1,238 citations
4. Voxel R-CNN: Towards High Performance Voxel-based 3D Object DetectionJiajun Deng, Shaoshuai Shi, Peiwei Li et al.1,008 citations
5. Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow ForecastingMengzhang Li, Zhanxing Zhu921 citations
6. Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment AnalysisWenmeng Yu, Hua Xu, Ziqi Yuan et al.755 citations
7. Personalized Cross-Silo Federated Learning on Non-IID DataYutao Huang, Lingyang Chu, Zirui Zhou et al.723 citations
8. Semi-supervised Medical Image Segmentation through Dual-task ConsistencyXiangde Luo, Jieneng Chen, Tao Song et al.684 citations
9. Contrastive ClusteringYunfan Li, Peng Hu, Zitao Liu et al.647 citations
10. Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social NetworksCheng Chen, Haiqin Yang, Irwin King et al.572 citations
11. Self-Supervised Hypergraph Convolutional Networks for Session-based RecommendationXin Xia, Hongzhi Yin, Junliang Yu et al.570 citations
12. Beyond Low-frequency Information in Graph Convolutional NetworksDeyu Bo, Xiao Wang, Chuan Shi et al.548 citations
13. HateXplain: A Benchmark Dataset for Explainable Hate Speech DetectionBinny Mathew, Punyajoy Saha, Seid Muhie Yimam et al.513 citations
14. Unsupervised Feature Selection Using Nonnegative Spectral AnalysisZechao Li, Yi Ping Yang, Jing Liu et al.508 citations
15. Going Deeper With Directly-Trained Larger Spiking Neural NetworksHanle Zheng, Yujie Wu, Lei Deng et al.506 citations
16. Fine-Grained Entity RecognitionXiao Ling, Daniel S. Weld476 citations
17. Dynamic Anchor Learning for Arbitrary-Oriented Object DetectionQi Ming, Zhiqiang Zhou, Lingjuan Miao et al.373 citations
18. Learning Modulated Loss for Rotated Object DetectionWen Qian, Xue Yang, Silong Peng et al.366 citations
19. Nyströmformer: A Nyström-based Algorithm for Approximating Self-AttentionYunyang Xiong, Zhanpeng Zeng, Rudrasis Chakraborty et al.361 citations
20. Similarity Reasoning and Filtration for Image-Text MatchingHaiwen Diao, Ying Zhang, Lin Ma et al.361 citations
21. Non-Intrusive Load Monitoring Using Prior Models of General Appliance TypesOliver Parson, Siddhartha Ghosh, Mark J. Weal et al.354 citations
22. Data Augmentation for Graph Neural NetworksTong Zhao, Yozen Liu, Leonardo Neves et al.346 citations
23. Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action RecognitionZhan Chen, Sicheng Li, Bing Yang et al.339 citations
24. Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation NetworksCunchao Zhu, Muhao Chen, Changjun Fan et al.333 citations
25. Dual-level Collaborative Transformer for Image CaptioningYunpeng Luo, Jiayi Ji, Xiaoshuai Sun et al.327 citations

See all 2,330 papers in Proceedings of the AAAI Conference on Artificial Intelligence 2021 — accepted papers →

📄 Papers with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. Toward a Perspectivist Turn in Ground Truthing for Predictive ComputingProceedings of the AAAI Conference on Artificial IntelligenceValerio Basile, Federico Cabitza, Andrea Campagner, et al.2021 · 225 citations
2. Knowledge-driven Natural Language Understanding of English Text and its ApplicationsProceedings of the AAAI Conference on Artificial IntelligenceKinjal Basu, Sarat Varanasi, Farhad Shakerin, et al.2021 · 4 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

English (1)

📚 Fields

🖥️Computer Science (2)🎭Arts and Humanities (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓The University of Texas at DallasRichardson · United States1 work here🎓University of TurinTurin · Italy1 work here🎓University of Milano-BicoccaMilan · Italy1 work here

works and citations from OpenAlex and our library.

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