📰 ACM Computing Surveys 2023 — papers

The works of ACM Computing Surveys published in 2023 that our library holds (publisher: Association for Computing Machinery): 2 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

Most cited papers

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

1. Diffusion Models: A Comprehensive Survey of Methods and ApplicationsLing Qiang Yang, Zhilong Zhang, Yang Song et al.1,666 citations
2. Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A SurveyBonan Min, Hayley Ross, Elior Sulem et al.1,370 citations · our summary
3. Deep Learning-based Human Pose Estimation: A SurveyCe Zheng, Wenhan Wu, Chen Chen et al.750 citations
4. A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and OpportunitiesYisheng Song, Ting Wang, Puyu Cai et al.712 citations
5. Fairness in Machine Learning: A SurveySimon J. Caton, Christian Stefan Haas624 citations
6. Heterogeneous Federated Learning: State-of-the-art and Research ChallengesMang Ye, Xiuwen Fang, Bo Du et al.608 citations
7. Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and BetterGaurav Menghani605 citations
8. From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AIMeike Nauta, Jan Trienes, Shreyasi Pathak et al.567 citations
9. Recent Advances in Bayesian OptimizationXilu Wang, Yaochu Jin, Sebastian Schmitt et al.477 citations
10. A Comprehensive Survey on Automatic Knowledge Graph ConstructionLingfeng Zhong, Jia Xin Wu, Qian Li et al.382 citations

All works of the year (242)

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

1. Diffusion Models: A Comprehensive Survey of Methods and ApplicationsLing Qiang Yang, Zhilong Zhang, Yang Song et al.1,666 citations
2. Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A SurveyBonan Min, Hayley Ross, Elior Sulem et al.1,370 citations · our summary
3. Deep Learning-based Human Pose Estimation: A SurveyCe Zheng, Wenhan Wu, Chen Chen et al.750 citations
4. A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and OpportunitiesYisheng Song, Ting Wang, Puyu Cai et al.712 citations
5. Fairness in Machine Learning: A SurveySimon J. Caton, Christian Stefan Haas624 citations
6. Heterogeneous Federated Learning: State-of-the-art and Research ChallengesMang Ye, Xiuwen Fang, Bo Du et al.608 citations
7. Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and BetterGaurav Menghani605 citations
8. From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AIMeike Nauta, Jan Trienes, Shreyasi Pathak et al.567 citations
9. Recent Advances in Bayesian OptimizationXilu Wang, Yaochu Jin, Sebastian Schmitt et al.477 citations
10. A Comprehensive Survey on Automatic Knowledge Graph ConstructionLingfeng Zhong, Jia Xin Wu, Qian Li et al.382 citations
11. Multimodal Sentiment Analysis: A Survey of Methods, Trends, and ChallengesRingki Das, Thoudam Doren Singh363 citations
12. A Survey of Controllable Text Generation Using Transformer-based Pre-trained Language ModelsHanqing Zhang, Haolin Song, Shaoyu Li et al.313 citations
13. A Survey on Measuring Cognitive Workload in Human-Computer InteractionThomas Kosch, Jakob Karolus, Johannes Zagermann et al.294 citations
14. A Survey of Privacy Attacks in Machine LearningMaría Rigaki, Sebastián García270 citations
15. A Survey of Blockchain Consensus ProtocolsJie Xu, Cong Wang, Xiaohua Jia263 citations
16. A Review of the F-Measure: Its History, Properties, Criticism, and AlternativesPeter Christen, David J. Hand, Nishadi Kirielle232 citations
17. Explainable Reinforcement Learning: A Survey and Comparative ReviewStephanie Milani, Nicholay Topin, Manuela Veloso et al.224 citations
18. A Survey on Hypergraph Representation LearningAlessia Antelmi, Gennaro Cordasco, Mirko Polato et al.220 citations
19. Edge Computing and Sensor-Cloud: Overview, Solutions, and DirectionsTian Wang, Yuzhu Liang, Xuewei Shen et al.202 citations
20. Deep Learning Approaches on Image Captioning: A ReviewTaraneh Ghandi, Hamid Reza Pourreza, Hamidreza Mahyar194 citations
21. Named Entity Recognition and Classification in Historical Documents: A SurveyMaud Ehrmann, Ahmed Hamdi, Elvys Linhares Pontes et al.181 citations
22. Artificial Intelligence for Safety-Critical Systems in Industrial and Transportation Domains: A SurveyJon Perez-Cerrolaza, Jaume Abella, Markus Borg et al.179 citations
23. Physical Unclonable Functions (PUF) for IoT DevicesAbdulaziz Al-Meer, Saif M. Al-Kuwari176 citations
24. Pre-trained Language Models in Biomedical Domain: A Systematic SurveyBenyou Wang, Qianqian Xie, Jiahuan Pei et al.169 citations
25. Wireless Powered Mobile Edge Computing Networks: A SurveyXiaojie Wang, Jiameng Li, Zhaolong Ning et al.166 citations

See all 242 papers in ACM Computing Surveys 2023 — papers →

📄 Works with our summary in our library (2)

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

1. Instruction Tuning for Large Language Models: A SurveyACM Computing SurveysShengyu Zhang, Linfeng Dong, Xiaoya Li, et al.2023 · 517 citations
2. Tool Learning with Foundation ModelsACM Computing SurveysYujia Qin, Shengding Hu, Yankai Lin, et al.2023 · 378 citations

🧭 Top topics

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

🧠Language models & pretraining (2)

📚 Fields

🖥️Computer Science (2)🎭Arts and Humanities (1)⚙️Engineering (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.

🎓Beijing University of Posts and TelecommunicationsBeijing · China1 work here🎓University of Illinois Urbana-ChampaignUrbana · United States1 work here🎓Nanyang Technological UniversitySingapore · Singapore1 work here🎓University of WashingtonSeattle · United States1 work here🎓Peking UniversityBeijing · China1 work here🏢Alibaba GroupHangzhou · China1 work here🎓New York UniversityNew York · United States1 work here🎓Carnegie Mellon UniversityPittsburgh · United States1 work here🎓Zhejiang UniversityHangzhou · China1 work here🎓Renmin University of ChinaBeijing · China1 work here🎓Tsinghua UniversityBeijing · China1 work here

works and citations from OpenAlex and our library.

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2023/