📰 ACM Computing Surveys 2024 — papers

The works of ACM Computing Surveys published in 2024 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. Deep Learning for Time Series Anomaly Detection: A SurveyZahra Zamanzadeh Darban, Geoffrey I. Webb, Shirui Pan et al.613 citations
2. Deep Multimodal Data FusionFei Zhao, Chengcui Zhang, Baocheng Geng446 citations
3. A Survey of Graph Neural Networks for Social Recommender SystemsKartik Sharma, Yeon-Chang Lee, Sivagami Nambi et al.268 citations
4. Deep Learning for Time Series Classification and Extrinsic Regression: A Current SurveyNavid Mohammadi Foumani, Lynn Miller, Chang Wei Tan et al.268 citations
5. Lightweight Deep Learning for Resource-Constrained Environments: A SurveyHou-I Liu, Marco Galindo, Hongxia Xie et al.259 citations
6. Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A ReviewSahil Verma, Varich Boonsanong, Minh Hoang et al.255 citations
7. When Federated Learning Meets Privacy-Preserving ComputationJingxue Chen, Hang Yan, Zhiyuan Liu et al.247 citations
8. Meta-learning Approaches for Few-Shot Learning: A Survey of Recent AdvancesHassan Gharoun, Fereshteh Momenifar, Fang Chen et al.211 citations
9. Foundations & Trends in Multimodal Machine Learning: Principles, Challenges, and Open QuestionsPaul Pu Liang, Amir Zadeh, Louis‐Philippe Morency195 citations
10. Pre-Trained Language Models for Text Generation: A SurveyJunyi Li, Tianyi Tang, Wayne Xin Zhao et al.195 citations

All works of the year (293)

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

1. Deep Learning for Time Series Anomaly Detection: A SurveyZahra Zamanzadeh Darban, Geoffrey I. Webb, Shirui Pan et al.613 citations
2. Deep Multimodal Data FusionFei Zhao, Chengcui Zhang, Baocheng Geng446 citations
3. A Survey of Graph Neural Networks for Social Recommender SystemsKartik Sharma, Yeon-Chang Lee, Sivagami Nambi et al.268 citations
4. Deep Learning for Time Series Classification and Extrinsic Regression: A Current SurveyNavid Mohammadi Foumani, Lynn Miller, Chang Wei Tan et al.268 citations
5. Lightweight Deep Learning for Resource-Constrained Environments: A SurveyHou-I Liu, Marco Galindo, Hongxia Xie et al.259 citations
6. Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A ReviewSahil Verma, Varich Boonsanong, Minh Hoang et al.255 citations
7. When Federated Learning Meets Privacy-Preserving ComputationJingxue Chen, Hang Yan, Zhiyuan Liu et al.247 citations
8. Meta-learning Approaches for Few-Shot Learning: A Survey of Recent AdvancesHassan Gharoun, Fereshteh Momenifar, Fang Chen et al.211 citations
9. Foundations & Trends in Multimodal Machine Learning: Principles, Challenges, and Open QuestionsPaul Pu Liang, Amir Zadeh, Louis‐Philippe Morency195 citations
10. Pre-Trained Language Models for Text Generation: A SurveyJunyi Li, Tianyi Tang, Wayne Xin Zhao et al.195 citations
11. A Survey of AI-Generated Content (AIGC)Yihan Cao, Siyu Li, Yixin Liu et al.182 citations
12. Tool Learning with Foundation ModelsYujia Qin, Shengding Hu, Yankai Lin et al.177 citations · our summary
13. Financial Sentiment Analysis: Techniques and ApplicationsKelvin Du, Frank Xing, Rui Mao et al.173 citations
14. Knowledge Graph Embedding: A Survey from the Perspective of Representation SpacesJiahang Cao, Jinyuan Fang, Zaiqiao Meng et al.171 citations
15. A Comprehensive Survey on Relation Extraction: Recent Advances and New FrontiersXiaoyan Zhao, Yang Deng, Min Yang et al.164 citations
16. Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep ModelsYang Liu, Dingkang Yang, Yan Wang et al.159 citations
17. Multi-Task Learning in Natural Language Processing: An OverviewShijie Chen, Yu Zhang, Qiang Yang143 citations
18. Security, Privacy, and Decentralized Trust Management in VANETs: A Review of Current Research and Future DirectionsMishri Saleh Al-Marshoud, Mehmet Sabır Kiraz, Ali H. Al-Bayatti143 citations
19. Deep Learning for Iris Recognition: A SurveyKien Nguyen, Hugo Proença, Fernando Alonso‐Fernandez141 citations
20. Membership Inference Attacks and Defenses in Federated Learning: A SurveyLi Bai, Haibo Hu, Qingqing Ye et al.139 citations
21. An Introduction to the Compute Express Link (CXL) InterconnectDebendra Das Sharma, Robert Blankenship, Daniel S. Berger134 citations
22. A Survey on Federated Unlearning: Challenges, Methods, and Future DirectionsZiyao Liu, Yu Jiang, Jiyuan Shen et al.129 citations
23. A Survey on Video Diffusion ModelsZhen Xing, Qijun Feng, Haoran Chen et al.128 citations
24. Intelligent Wearable Systems: Opportunities and Challenges in Health and SportsLuyao Yang, Osama Amin, Basem Shihada124 citations
25. Topology-aware Federated Learning in Edge Computing: A Comprehensive SurveyJiajun Wu, Fan Dong, Henry Leung et al.124 citations

See all 293 papers in ACM Computing Surveys 2024 — papers →

📄 Works with our summary in our library (2)

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

1. Security and Privacy Challenges of Large Language Models: A SurveyACM Computing SurveysBadhan Chandra Das, M. Hadi Amini, Yanzhao Wu2024 · 422 citations
2. A Survey on Recent Advances in LLM-Based Multi-turn Dialogue SystemsACM Computing SurveysZihao Yi, Jiarui Ouyang, Zhe Xu, et al.2024 · 129 citations

🧭 Top topics

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

🧠Language models & pretraining (1)🗨️Dialogue systems (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.

🎓Sun Yat-sen UniversityGuangzhou · China1 work here🎓Florida International UniversityMiami · United States1 work here

works and citations from OpenAlex and our library.

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