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title: "Proceedings of the AAAI Conference on Artificial"
description: "Proceedings of the AAAI Conference on Artificial Intelligence 2023 — accepted papers: 4 papers in the Elamur Research library, with our…"
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# Proceedings of the AAAI Conference on Artificial Intelligence 2023 — accepted papers

Proceedings of the AAAI Conference on Artificial Intelligence 2023 is the 2023 edition of the Proceedings of the AAAI Conference on Artificial Intelligence (publisher: Association for the Advancement of Artificial Intelligence). OpenAlex lists 2,019 papers of it; our library holds 4 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**2,019** papers in the proceedings](#all) · [**4** works in our library](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2023/#works) · [**1,234** citations of these works](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2023/#works)

## Most cited papers

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

1. **[Are Transformers Effective for Time Series Forecasting? ↗](https://doi.org/10.1609/aaai.v37i9.26317)**Ailing Zeng, Muxi Chen, Lei Zhang et al.*3,320 citations*
2. **[BEVDepth: Acquisition of Reliable Depth for Multi-View 3D Object Detection ↗](https://doi.org/10.1609/aaai.v37i2.25233)**Yinhao Li, Zheng Ge, Guanyi Yu et al.*769 citations*
3. **[Exploring CLIP for Assessing the Look and Feel of Images ↗](https://doi.org/10.1609/aaai.v37i2.25353)**Jianyi Wang, Kelvin C. K. Chan, Chen Change Loy*733 citations*
4. **[PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction ↗](https://doi.org/10.1609/aaai.v37i4.25556)**Jiawei Jiang, Chengkai Han, Wayne Xin Zhao et al.*632 citations*
5. **[TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models ↗](https://doi.org/10.1609/aaai.v37i11.26538)**Minghao Li, Tengchao Lv, Jingye Chen et al.*573 citations*
6. **[Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method ↗](https://doi.org/10.1609/aaai.v37i3.25364)**Tao Wang, Kaihao Zhang, Tianrun Shen et al.*549 citations*
7. **[NHITS: Neural Hierarchical Interpolation for Time Series Forecasting ↗](https://doi.org/10.1609/aaai.v37i6.25854)**Cristian Challú, Kin G. Olivares, Boris N. Oreshkin et al.*537 citations*
8. **[FedALA: Adaptive Local Aggregation for Personalized Federated Learning ↗](https://doi.org/10.1609/aaai.v37i9.26330)**Jianqing Zhang, Hua Yang, Hao Wang et al.*420 citations*
9. **[Spatio-Temporal Meta-Graph Learning for Traffic Forecasting ↗](https://doi.org/10.1609/aaai.v37i7.25976)**Renhe Jiang, Zhaonan Wang, Jiawei Yong et al.*313 citations*
10. **[CLIP-ReID: Exploiting Vision-Language Model for Image Re-identification without Concrete Text Labels ↗](https://doi.org/10.1609/aaai.v37i1.25225)**Siyuan Li, Sun Li, Qingli Li*310 citations*

## All accepted papers (2,019)

The most cited first; 4 with our summary link to their page here, the others to the original.

1. **[Are Transformers Effective for Time Series Forecasting? ↗](https://doi.org/10.1609/aaai.v37i9.26317)**Ailing Zeng, Muxi Chen, Lei Zhang et al.*3,320 citations*
2. **[BEVDepth: Acquisition of Reliable Depth for Multi-View 3D Object Detection ↗](https://doi.org/10.1609/aaai.v37i2.25233)**Yinhao Li, Zheng Ge, Guanyi Yu et al.*769 citations*
3. **[Exploring CLIP for Assessing the Look and Feel of Images ↗](https://doi.org/10.1609/aaai.v37i2.25353)**Jianyi Wang, Kelvin C. K. Chan, Chen Change Loy*733 citations*
4. **[PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction ↗](https://doi.org/10.1609/aaai.v37i4.25556)**Jiawei Jiang, Chengkai Han, Wayne Xin Zhao et al.*632 citations*
5. **[TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models ↗](https://doi.org/10.1609/aaai.v37i11.26538)**Minghao Li, Tengchao Lv, Jingye Chen et al.*573 citations*
6. **[Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method ↗](https://doi.org/10.1609/aaai.v37i3.25364)**Tao Wang, Kaihao Zhang, Tianrun Shen et al.*549 citations*
7. **[NHITS: Neural Hierarchical Interpolation for Time Series Forecasting ↗](https://doi.org/10.1609/aaai.v37i6.25854)**Cristian Challú, Kin G. Olivares, Boris N. Oreshkin et al.*537 citations*
8. **[FedALA: Adaptive Local Aggregation for Personalized Federated Learning ↗](https://doi.org/10.1609/aaai.v37i9.26330)**Jianqing Zhang, Hua Yang, Hao Wang et al.*420 citations*
9. **[Spatio-Temporal Meta-Graph Learning for Traffic Forecasting ↗](https://doi.org/10.1609/aaai.v37i7.25976)**Renhe Jiang, Zhaonan Wang, Jiawei Yong et al.*313 citations*
10. **[CLIP-ReID: Exploiting Vision-Language Model for Image Re-identification without Concrete Text Labels ↗](https://doi.org/10.1609/aaai.v37i1.25225)**Siyuan Li, Sun Li, Qingli Li*310 citations*
11. **[Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction ↗](https://doi.org/10.1609/aaai.v37i4.25555)**Jiahao Ji, Jingyuan Wang, Chao Huang et al.*284 citations*
12. **[Simple and Efficient Heterogeneous Graph Neural Network ↗](https://doi.org/10.1609/aaai.v37i9.26283)**Xiaocheng Yang, Mingyu Yan, Shirui Pan et al.*234 citations*
13. **[Intriguing Findings of Frequency Selection for Image Deblurring ↗](https://doi.org/10.1609/aaai.v37i2.25281)**Xintian Mao, Yiming Liu, Fengze Liu et al.*231 citations*
14. **[Curriculum Temperature for Knowledge Distillation ↗](https://doi.org/10.1609/aaai.v37i2.25236)**Zheng Li, Xiang Li, Lingfeng Yang et al.*227 citations*
15. **[High-Resolution Iterative Feedback Network for Camouflaged Object Detection ↗](https://doi.org/10.1609/aaai.v37i1.25167)**Xiaobin Hu, Shuo Wang, Xuebin Qin et al.*218 citations*
16. **[BEVStereo: Enhancing Depth Estimation in Multi-View 3D Object Detection with Temporal Stereo ↗](https://doi.org/10.1609/aaai.v37i2.25234)**Yinhao Li, Han Bao, Zheng Ge et al.*217 citations*
17. **[Underwater Ranker: Learn Which Is Better and How to Be Better ↗](https://doi.org/10.1609/aaai.v37i1.25147)**Chunle Guo, Ruiqi Wu, Xin Jin et al.*215 citations*
18. **[FairFed: Enabling Group Fairness in Federated Learning ↗](https://doi.org/10.1609/aaai.v37i6.25911)**Yahya H. Ezzeldin, Shen Yan, Chaoyang He et al.*197 citations*
19. **[PolarFormer: Multi-Camera 3D Object Detection with Polar Transformer ↗](https://doi.org/10.1609/aaai.v37i1.25185)**Yanqin Jiang, Zhang Li, Zhenwei Miao et al.*194 citations*
20. **[Learning Progressive Modality-Shared Transformers for Effective Visible-Infrared Person Re-identification ↗](https://doi.org/10.1609/aaai.v37i2.25273)**Hu Lu, Xuezhang Zou, Pingping Zhang*190 citations*
21. **[MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly Detection ↗](https://doi.org/10.1609/aaai.v37i1.25112)**Yingxian Chen, Zhengzhe Liu, Baoheng Zhang et al.*190 citations*
22. **[RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL](https://md.research.elamur.ai/free/en/papers/li-2023-resdsql-decoupling-schema-linking-skeleton/)**Haoyang Li, Jing Zhang, Cuiping Li et al.*188 citations · our summary*
23. **[Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Representation ↗](https://doi.org/10.1609/aaai.v37i4.25674)**Ruijie Zhao, Mingwei Zhan, Xianwen Deng et al.*180 citations*
24. **[Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly Detection ↗](https://doi.org/10.1609/aaai.v37i3.25489)**Hang Zhou, Junqing Yu, Wei Yang*177 citations*
25. **[AirFormer: Predicting Nationwide Air Quality in China with Transformers ↗](https://doi.org/10.1609/aaai.v37i12.26676)**Yuxuan Liang, Yutong Xia, Songyu Ke et al.*171 citations*

[See all 2,019 papers in Proceedings of the AAAI Conference on Artificial Intelligence 2023 — accepted papers →](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2023/papers/)

## Papers with our summary in our library (4)

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

1. **[Benchmarking Large Language Models in Retrieval-Augmented Generation](https://md.research.elamur.ai/free/en/papers/chen-2023-benchmarking-large-language-models-retrieval/) [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/)**Jiawei Chen, Hongyu Lin, Xianpei Han, et al.*2023 · 625 citations*
2. **[RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL](https://md.research.elamur.ai/free/en/papers/li-2023-resdsql-decoupling-schema-linking-skeleton/) [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/)**Haoyang Li, Jing Zhang, Cuiping Li, et al.*2023 · 277 citations*
3. **[Preference Ranking Optimization for Human Alignment](https://md.research.elamur.ai/free/en/papers/song-2023-preference-ranking-optimization-human-alignment/) [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/)**Feifan Song, Bowen Yu, Minghao Li, et al.*2023 · 183 citations*
4. **[OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models](https://md.research.elamur.ai/free/en/papers/lee-2023-owq-outlier-aware-weight-quantization/) [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/)**Changhun Lee, Jungyu Jin, Taesu Kim, et al.*2023 · 149 citations*

## Top topics

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

[Language models & pretraining (1)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Code & programming languages (1)](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [Information retrieval & search (1)](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Semantic parsing & meaning representation (1)](https://md.research.elamur.ai/free/en/topics/semantic-parsing/) · [Efficient models & compression (1)](https://md.research.elamur.ai/free/en/topics/efficient-models/)

## Fields

[Arts and Humanities (4)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (4)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Social Sciences (1)](https://md.research.elamur.ai/free/en/shelves/social-sciences/)

## Top authors

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

[🧑‍🔬**Hongyu Lin**1 work here · 625 citations](https://md.research.elamur.ai/free/en/authors/hongyu-lin/) · [🧑‍🔬**Jiawei Chen**1 work here · 625 citations](https://md.research.elamur.ai/free/en/authors/jiawei-chen/) · [🧑‍🔬**Le Sun**1 work here · 625 citations](https://md.research.elamur.ai/free/en/authors/le-sun/) · [🧑‍🔬**Xianpei Han**1 work here · 625 citations](https://md.research.elamur.ai/free/en/authors/xianpei-han/) · [🧑‍🔬**Hong Chen**1 work here · 277 citations](https://md.research.elamur.ai/free/en/authors/hong-chen/) · [🧑‍🔬**Bowen Yu**1 work here · 183 citations](https://md.research.elamur.ai/free/en/authors/bowen-yu/) · [🧑‍🔬**Fei Huang**1 work here · 183 citations](https://md.research.elamur.ai/free/en/authors/fei-huang/) · [🧑‍🔬**Feifan Song**1 work here · 183 citations](https://md.research.elamur.ai/free/en/authors/feifan-song/) · [🧑‍🔬**Haiyang Yu**1 work here · 183 citations](https://md.research.elamur.ai/free/en/authors/haiyang-yu/) · [🧑‍🔬**Houfeng Wang**1 work here · 183 citations](https://md.research.elamur.ai/free/en/authors/houfeng-wang/) · [🧑‍🔬**Minghao Li**1 work here · 183 citations](https://md.research.elamur.ai/free/en/authors/minghao-li/) · [🧑‍🔬**Yongbin Li**1 work here · 183 citations](https://md.research.elamur.ai/free/en/authors/yongbin-li/)

## Top institutions

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

[🎓**Pohang University of Science and Technology** Pohang · South Korea 1 work here](https://md.research.elamur.ai/free/en/universities/pohang-university-of-science-and-technology/) · [🏛️**Chinese Academy of Sciences** Beijing · China 1 work here](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**Peking University** Beijing · China 1 work here](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🔬**Institute of Software** Beijing · China 1 work here](https://md.research.elamur.ai/free/en/labs/institute-of-software/) · [🎓**University of Chinese Academy of Sciences** Beijing · China 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-chinese-academy-of-sciences/) · [🔬**State Key Laboratory of Computer Science** Beijing · China 1 work here](https://md.research.elamur.ai/free/en/labs/state-key-laboratory-of-computer-science/) · [🏢**Alibaba Group** Hangzhou · China 1 work here](https://md.research.elamur.ai/free/en/companies/alibaba-group/) · [🎓**Renmin University of China** Beijing · China 1 work here](https://md.research.elamur.ai/free/en/universities/renmin-university-of-china/)

works and citations from OpenAlex and our library.

- [← previous Proceedings of the AAAI Conference on Artificial Intelligence 2022](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2022/)
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