📰 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.

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?Ailing Zeng, Muxi Chen, Lei Zhang et al.3,320 citations
2. BEVDepth: Acquisition of Reliable Depth for Multi-View 3D Object DetectionYinhao Li, Zheng Ge, Guanyi Yu et al.769 citations
3. Exploring CLIP for Assessing the Look and Feel of ImagesJianyi Wang, Kelvin C. K. Chan, Chen Change Loy733 citations
4. PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow PredictionJiawei Jiang, Chengkai Han, Wayne Xin Zhao et al.632 citations
5. TrOCR: Transformer-Based Optical Character Recognition with Pre-trained ModelsMinghao Li, Tengchao Lv, Jingye Chen et al.573 citations
6. Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based MethodTao Wang, Kaihao Zhang, Tianrun Shen et al.549 citations
7. NHITS: Neural Hierarchical Interpolation for Time Series ForecastingCristian Challú, Kin G. Olivares, Boris N. Oreshkin et al.537 citations
8. FedALA: Adaptive Local Aggregation for Personalized Federated LearningJianqing Zhang, Hua Yang, Hao Wang et al.420 citations
9. Spatio-Temporal Meta-Graph Learning for Traffic ForecastingRenhe Jiang, Zhaonan Wang, Jiawei Yong et al.313 citations
10. CLIP-ReID: Exploiting Vision-Language Model for Image Re-identification without Concrete Text LabelsSiyuan Li, Sun Li, Qingli Li310 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?Ailing Zeng, Muxi Chen, Lei Zhang et al.3,320 citations
2. BEVDepth: Acquisition of Reliable Depth for Multi-View 3D Object DetectionYinhao Li, Zheng Ge, Guanyi Yu et al.769 citations
3. Exploring CLIP for Assessing the Look and Feel of ImagesJianyi Wang, Kelvin C. K. Chan, Chen Change Loy733 citations
4. PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow PredictionJiawei Jiang, Chengkai Han, Wayne Xin Zhao et al.632 citations
5. TrOCR: Transformer-Based Optical Character Recognition with Pre-trained ModelsMinghao Li, Tengchao Lv, Jingye Chen et al.573 citations
6. Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based MethodTao Wang, Kaihao Zhang, Tianrun Shen et al.549 citations
7. NHITS: Neural Hierarchical Interpolation for Time Series ForecastingCristian Challú, Kin G. Olivares, Boris N. Oreshkin et al.537 citations
8. FedALA: Adaptive Local Aggregation for Personalized Federated LearningJianqing Zhang, Hua Yang, Hao Wang et al.420 citations
9. Spatio-Temporal Meta-Graph Learning for Traffic ForecastingRenhe Jiang, Zhaonan Wang, Jiawei Yong et al.313 citations
10. CLIP-ReID: Exploiting Vision-Language Model for Image Re-identification without Concrete Text LabelsSiyuan Li, Sun Li, Qingli Li310 citations
11. Spatio-Temporal Self-Supervised Learning for Traffic Flow PredictionJiahao Ji, Jingyuan Wang, Chao Huang et al.284 citations
12. Simple and Efficient Heterogeneous Graph Neural NetworkXiaocheng Yang, Mingyu Yan, Shirui Pan et al.234 citations
13. Intriguing Findings of Frequency Selection for Image DeblurringXintian Mao, Yiming Liu, Fengze Liu et al.231 citations
14. Curriculum Temperature for Knowledge DistillationZheng Li, Xiang Li, Lingfeng Yang et al.227 citations
15. High-Resolution Iterative Feedback Network for Camouflaged Object DetectionXiaobin Hu, Shuo Wang, Xuebin Qin et al.218 citations
16. BEVStereo: Enhancing Depth Estimation in Multi-View 3D Object Detection with Temporal StereoYinhao Li, Han Bao, Zheng Ge et al.217 citations
17. Underwater Ranker: Learn Which Is Better and How to Be BetterChunle Guo, Ruiqi Wu, Xin Jin et al.215 citations
18. FairFed: Enabling Group Fairness in Federated LearningYahya H. Ezzeldin, Shen Yan, Chaoyang He et al.197 citations
19. PolarFormer: Multi-Camera 3D Object Detection with Polar TransformerYanqin Jiang, Zhang Li, Zhenwei Miao et al.194 citations
20. Learning Progressive Modality-Shared Transformers for Effective Visible-Infrared Person Re-identificationHu Lu, Xuezhang Zou, Pingping Zhang190 citations
21. MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly DetectionYingxian Chen, Zhengzhe Liu, Baoheng Zhang et al.190 citations
22. RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQLHaoyang 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 RepresentationRuijie Zhao, Mingwei Zhan, Xianwen Deng et al.180 citations
24. Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly DetectionHang Zhou, Junqing Yu, Wei Yang177 citations
25. AirFormer: Predicting Nationwide Air Quality in China with TransformersYuxuan 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 →

📄 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 GenerationProceedings of the AAAI Conference on Artificial IntelligenceJiawei Chen, Hongyu Lin, Xianpei Han, et al.2023 · 625 citations
2. RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQLProceedings of the AAAI Conference on Artificial IntelligenceHaoyang Li, Jing Zhang, Cuiping Li, et al.2023 · 277 citations
3. Preference Ranking Optimization for Human AlignmentProceedings of the AAAI Conference on Artificial IntelligenceFeifan 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 ModelsProceedings of the AAAI Conference on Artificial IntelligenceChanghun 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)💻Code & programming languages (1)🔍Information retrieval & search (1)🧾Semantic parsing & meaning representation (1)🪶Efficient models & compression (1)

📚 Fields

🎭Arts and Humanities (4)🖥️Computer Science (4)🤝Social Sciences (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.

🎓Pohang University of Science and TechnologyPohang · South Korea1 work here🏛️Chinese Academy of SciencesBeijing · China1 work here🎓Peking UniversityBeijing · China1 work here🔬Institute of SoftwareBeijing · China1 work here🎓University of Chinese Academy of SciencesBeijing · China1 work here🔬State Key Laboratory of Computer ScienceBeijing · China1 work here🏢Alibaba GroupHangzhou · China1 work here🎓Renmin University of ChinaBeijing · China1 work here

works and citations from OpenAlex and our library.

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