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title: "Proceedings of the AAAI Conference on Artificial"
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# Proceedings of the AAAI Conference on Artificial Intelligence 2022 — accepted papers

Proceedings of the AAAI Conference on Artificial Intelligence 2022 is the 2022 edition of the Proceedings of the AAAI Conference on Artificial Intelligence (publisher: Association for the Advancement of Artificial Intelligence). OpenAlex lists 1,619 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.

[**1,619** papers in the proceedings](#all) · [**2** works in our library](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2022/#works) · [**324** citations of these works](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2022/#works)

## Most cited papers

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

1. **[UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-Wise Perspective with Transformer ↗](https://doi.org/10.1609/aaai.v36i3.20144)**Haonan Wang, Peng Cao, Jiaqi Wang et al.*1,111 citations*
2. **[TS2Vec: Towards Universal Representation of Time Series ↗](https://doi.org/10.1609/aaai.v36i8.20881)**Zhihan Yue, Yujing Wang, Juanyong Duan et al.*802 citations*
3. **[FedProto: Federated Prototype Learning across Heterogeneous Clients ↗](https://doi.org/10.1609/aaai.v36i8.20819)**Yue Tan, Guodong Long, Lu Liu et al.*761 citations*
4. **[SplitFed: When Federated Learning Meets Split Learning ↗](https://doi.org/10.1609/aaai.v36i8.20825)**Chandra Thapa, Pathum Chamikara Mahawaga Arachchige, Seyit Ahmet Camtepe et al.*720 citations*
5. **[Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions ↗](https://doi.org/10.1609/aaai.v36i2.20072)**Wenyu Liu, Gaofeng Ren, Runsheng Yu et al.*604 citations*
6. **[Low-Light Image Enhancement with Normalizing Flow ↗](https://doi.org/10.1609/aaai.v36i3.20162)**Yufei Wang, Renjie Wan, Wenhan Yang et al.*533 citations*
7. **[TransFG: A Transformer Architecture for Fine-Grained Recognition ↗](https://doi.org/10.1609/aaai.v36i1.19967)**Ju He, Jie-Neng Chen, Shuai Liu et al.*525 citations*
8. **[Anchor DETR: Query Design for Transformer-Based Detector ↗](https://doi.org/10.1609/aaai.v36i3.20158)**Yingming Wang, Xiangyu Zhang, Tong Yang et al.*482 citations*
9. **[Unified Named Entity Recognition as Word-Word Relation Classification ↗](https://doi.org/10.1609/aaai.v36i10.21344)**Jingye Li, Hao Fei, Jiang Liu et al.*394 citations*
10. **[An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA ↗](https://doi.org/10.1609/aaai.v36i3.20215)**Zhengyuan Yang, Zhe Gan, Jianfeng Wang et al.*326 citations*

## All accepted papers (1,619)

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

1. **[UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-Wise Perspective with Transformer ↗](https://doi.org/10.1609/aaai.v36i3.20144)**Haonan Wang, Peng Cao, Jiaqi Wang et al.*1,111 citations*
2. **[TS2Vec: Towards Universal Representation of Time Series ↗](https://doi.org/10.1609/aaai.v36i8.20881)**Zhihan Yue, Yujing Wang, Juanyong Duan et al.*802 citations*
3. **[FedProto: Federated Prototype Learning across Heterogeneous Clients ↗](https://doi.org/10.1609/aaai.v36i8.20819)**Yue Tan, Guodong Long, Lu Liu et al.*761 citations*
4. **[SplitFed: When Federated Learning Meets Split Learning ↗](https://doi.org/10.1609/aaai.v36i8.20825)**Chandra Thapa, Pathum Chamikara Mahawaga Arachchige, Seyit Ahmet Camtepe et al.*720 citations*
5. **[Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions ↗](https://doi.org/10.1609/aaai.v36i2.20072)**Wenyu Liu, Gaofeng Ren, Runsheng Yu et al.*604 citations*
6. **[Low-Light Image Enhancement with Normalizing Flow ↗](https://doi.org/10.1609/aaai.v36i3.20162)**Yufei Wang, Renjie Wan, Wenhan Yang et al.*533 citations*
7. **[TransFG: A Transformer Architecture for Fine-Grained Recognition ↗](https://doi.org/10.1609/aaai.v36i1.19967)**Ju He, Jie-Neng Chen, Shuai Liu et al.*525 citations*
8. **[Anchor DETR: Query Design for Transformer-Based Detector ↗](https://doi.org/10.1609/aaai.v36i3.20158)**Yingming Wang, Xiangyu Zhang, Tong Yang et al.*482 citations*
9. **[Unified Named Entity Recognition as Word-Word Relation Classification ↗](https://doi.org/10.1609/aaai.v36i10.21344)**Jingye Li, Hao Fei, Jiang Liu et al.*394 citations*
10. **[An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA ↗](https://doi.org/10.1609/aaai.v36i3.20215)**Zhengyuan Yang, Zhe Gan, Jianfeng Wang et al.*326 citations*
11. **[Shape-Adaptive Selection and Measurement for Oriented Object Detection ↗](https://doi.org/10.1609/aaai.v36i1.19975)**Liping Hou, Ke Lü, Jian Xue et al.*298 citations*
12. **[SSAST: Self-Supervised Audio Spectrogram Transformer ↗](https://doi.org/10.1609/aaai.v36i10.21315)**Yuan Gong, Cheng-I Lai, Yu-An Chung et al.*284 citations*
13. **[Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection ↗](https://doi.org/10.1609/aaai.v36i2.20028)**Shuo Li, Fang Liu, Licheng Jiao*280 citations*
14. **[I Can Find You! Boundary-Guided Separated Attention Network for Camouflaged Object Detection ↗](https://doi.org/10.1609/aaai.v36i3.20273)**Hongwei Zhu, Peng Li, Haoran Xie et al.*248 citations*
15. **[Deep Graph Clustering via Dual Correlation Reduction ↗](https://doi.org/10.1609/aaai.v36i7.20726)**Yue Liu, Wenxuan Tu, Sihang Zhou et al.*237 citations*
16. **[Pose-Guided Feature Disentangling for Occluded Person Re-identification Based on Transformer ↗](https://doi.org/10.1609/aaai.v36i3.20155)**Tao Wang, Hong Liu, Pinhao Song et al.*230 citations*
17. **[DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism ↗](https://doi.org/10.1609/aaai.v36i10.21350)**Jinglin Liu, Chengxi Li, Yi Ren et al.*219 citations*
18. **[Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment ↗](https://doi.org/10.1609/aaai.v36i1.19959)**Guangxing Han, Shiyuan Huang, Jiawei Ma et al.*211 citations*
19. **[Attribute-Based Progressive Fusion Network for RGBT Tracking ↗](https://doi.org/10.1609/aaai.v36i3.20187)**Yun Xiao, Mengmeng Yang, Chenglong Li et al.*208 citations*
20. **[Vision Transformers Are Robust Learners ↗](https://doi.org/10.1609/aaai.v36i2.20103)**Sayak Paul, Pin‐Yu Chen*208 citations*
21. **[Efficient One-Pass Multi-View Subspace Clustering with Consensus Anchors ↗](https://doi.org/10.1609/aaai.v36i7.20723)**Suyuan Liu, Siwei Wang, Pei Zhang et al.*207 citations*
22. **[Dual Contrastive Learning for General Face Forgery Detection ↗](https://doi.org/10.1609/aaai.v36i2.20130)**Ke Sun, Taiping Yao, Chen Shen et al.*197 citations*
23. **[OctAttention: Octree-Based Large-Scale Contexts Model for Point Cloud Compression ↗](https://doi.org/10.1609/aaai.v36i1.19942)**Chunyang Fu, Ge Li, Rui Yin Song et al.*196 citations*
24. **[Towards a Rigorous Evaluation of Time-Series Anomaly Detection ↗](https://doi.org/10.1609/aaai.v36i7.20680)**Siwon Kim, Kukjin Choi, Hyun-Soo Choi et al.*194 citations*
25. **[Behind the Curtain: Learning Occluded Shapes for 3D Object Detection ↗](https://doi.org/10.1609/aaai.v36i3.20194)**Qiangeng Xu, Yiqi Zhong, Ulrich Neumann*192 citations*

[See all 1,619 papers in Proceedings of the AAAI Conference on Artificial Intelligence 2022 — accepted papers →](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2022/papers/)

## Papers with our summary in our library (2)

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

1. **[A Holistic Approach to Undesired Content Detection in the Real World](https://md.research.elamur.ai/free/en/papers/markov-2022-holistic-approach-undesired-content-detection/) [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/)**Todor Markov, Chong Zhang, Sandhini Agarwal, et al.*2022 · 254 citations*
2. [**StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts**Zhengxiang Shi, Qiang Zhang, Aldo Lipani*2022 · 70 citations*](https://md.research.elamur.ai/free/en/papers/shi-2022-stepgame-new-benchmark-robust-multi/)

## Top topics

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

[Evaluation & benchmarks (1)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Reasoning (1)](https://md.research.elamur.ai/free/en/topics/reasoning/)

## Fields

[Computer Science (2)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/)

## Top authors

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

[🧑‍🔬**Chong Zhang**1 work here · 254 citations](https://md.research.elamur.ai/free/en/authors/chong-zhang/) · [🧑‍🔬**Lilian Weng**1 work here · 254 citations](https://md.research.elamur.ai/free/en/authors/lilian-weng/) · [🧑‍🔬**Sandhini Agarwal**1 work here · 254 citations](https://md.research.elamur.ai/free/en/authors/sandhini-agarwal/) · [🧑‍🔬**Steven Adler**1 work here · 254 citations](https://md.research.elamur.ai/free/en/authors/steven-adler/) · [🧑‍🔬**Teddy Lee**1 work here · 254 citations](https://md.research.elamur.ai/free/en/authors/teddy-lee/)

## Top institutions

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

[🏢**OpenAI** San Francisco · United States 1 work here](https://md.research.elamur.ai/free/en/companies/openai/) · [🎓**University College London** London · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-college-london/) · [🎓**Zhejiang University** Hangzhou · China 1 work here](https://md.research.elamur.ai/free/en/universities/zhejiang-university/)

works and citations from OpenAlex and our library.

- [← previous Proceedings of the AAAI Conference on Artificial Intelligence 2021](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2021/)
- [next → Proceedings of the AAAI Conference on Artificial Intelligence 2023](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2023/)
- [↑ back to Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/)