📰 ACM Transactions on Intelligent Systems and Technology 2023 — papers

The works of ACM Transactions on Intelligent Systems and Technology published in 2023 that our library holds (publisher: Association for Computing Machinery): 3 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. A Comprehensive Survey on Model Quantization for Deep Neural Networks in Image Classification ↗Babak Rokh, Ali Azarpeyvand, Alireza Khanteymoori232 citations
2. A Survey on Graph Representation Learning Methods ↗Shima Khoshraftar, Aijun An226 citations
3. Trustworthy Recommender Systems ↗Shoujin Wang, Xiuzhen Zhang, Yan Wang et al.122 citations
4. Fairness in Recommendation: Foundations, Methods, and Applications ↗Yunqi Li, Hanxiong Chen, Shuyuan Xu et al.106 citations
5. Privacy-preserving Point-of-interest Recommendation based on Simplified Graph Convolutional Network for Geological Traveling ↗Yuwen Liu, Xiaokang Zhou, Huaizhen Kou et al.90 citations
6. Reinforcement Learning for Quantitative Trading ↗Shuo Sun, Rundong Wang, Bo An75 citations
7. UrbanKG: An Urban Knowledge Graph System ↗Yu Liu, Jingtao Ding, Yanjie Fu et al.57 citations
8. You Are How You Use Apps: User Profiling Based on Spatiotemporal App Usage Behavior ↗Tong Li, Yong Li, Mingyang Zhang et al.54 citations
9. Trading Off Privacy, Utility, and Efficiency in Federated Learning ↗Xiaojin Zhang, Yan Kang, Kai Chen et al.52 citations
10. Contrastive Learning Models for Sentence Representations ↗Lingling Xu, Haoran Xie, Zongxi Li et al.49 citations

All works of the year (115)

The most cited first; 3 with our summary link to their page here, the others to the original.

1. A Comprehensive Survey on Model Quantization for Deep Neural Networks in Image Classification ↗Babak Rokh, Ali Azarpeyvand, Alireza Khanteymoori232 citations
2. A Survey on Graph Representation Learning Methods ↗Shima Khoshraftar, Aijun An226 citations
3. Trustworthy Recommender Systems ↗Shoujin Wang, Xiuzhen Zhang, Yan Wang et al.122 citations
4. Fairness in Recommendation: Foundations, Methods, and Applications ↗Yunqi Li, Hanxiong Chen, Shuyuan Xu et al.106 citations
5. Privacy-preserving Point-of-interest Recommendation based on Simplified Graph Convolutional Network for Geological Traveling ↗Yuwen Liu, Xiaokang Zhou, Huaizhen Kou et al.90 citations
6. Reinforcement Learning for Quantitative Trading ↗Shuo Sun, Rundong Wang, Bo An75 citations
7. UrbanKG: An Urban Knowledge Graph System ↗Yu Liu, Jingtao Ding, Yanjie Fu et al.57 citations
8. You Are How You Use Apps: User Profiling Based on Spatiotemporal App Usage Behavior ↗Tong Li, Yong Li, Mingyang Zhang et al.54 citations
9. Trading Off Privacy, Utility, and Efficiency in Federated Learning ↗Xiaojin Zhang, Yan Kang, Kai Chen et al.52 citations
10. Contrastive Learning Models for Sentence Representations ↗Lingling Xu, Haoran Xie, Zongxi Li et al.49 citations
11. Recent Few-shot Object Detection Algorithms: A Survey with Performance Comparison ↗Tianying Liu, Lu Zhang, Yang Wang et al.44 citations
12. Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring ↗Wenyuan Yang, Shuo Shao, Yue Yang et al.42 citations
13. Explicit Knowledge Graph Reasoning for Conversational Recommendation ↗Xuhui Ren, Tong Chen, Quoc Viet Hung Nguyen et al.40 citations
14. Deep Learning Inferencing with High-performance Hardware Accelerators ↗Luke Kljucaric, Alan D. George38 citations
15. Labeling Chaos to Learning Harmony: Federated Learning with Noisy Labels ↗Vasileios Tsouvalas, Aaqib Saeed, Tanır Özçelebi et al.37 citations
16. Reinforced Explainable Knowledge Concept Recommendation in MOOCs ↗Lu Jiang, Kunpeng Liu, Yibin Wang et al.37 citations
17. Spatio-temporal Graph Learning for Epidemic Prediction ↗Shuo Yu, Feng Xia, Shihao Li et al.36 citations
18. HiGRN: A Hierarchical Graph Recurrent Network for Global Sea Surface Temperature Prediction ↗Hanchen Yang, Wengen Li, Siyun Hou et al.31 citations
19. Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation ↗Zhiyuan Wu, Sheng Sun, Yuwei Wang et al.30 citations
20. Graph Neural Rough Differential Equations for Traffic Forecasting ↗Jeongwhan Choi, Noseong Park30 citations
21. TS-Fastformer: Fast Transformer for Time-series Forecasting ↗Sangwon Lee, Junho Hong, Ling Liu et al.30 citations
22. Dual Graph Convolution Architecture Search for Travel Time Estimation ↗Guangyin Jin, Huan Yan, Fuxian Li et al.27 citations
23. ReuseKNN: Neighborhood Reuse for Differentially Private KNN-Based Recommendations ↗Peter Müllner, Elisabeth Lex, Markus Schedl et al.27 citations
24. The Privacy Issue of Counterfactual Explanations: Explanation Linkage Attacks ↗Sofie Goethals, Kenneth Sörensen, David Martens24 citations
25. Few-shot Named Entity Recognition: Definition, Taxonomy and Research Directions ↗Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlí23 citations

See all 115 papers in ACM Transactions on Intelligent Systems and Technology 2023 — papers →

📄 Works with our summary in our library (3)

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

1. A Survey on Evaluation of Large Language ModelsACM Transactions on Intelligent Systems and TechnologyYupeng Chang, Xu Wang, Jindong Wang, et al.2023 · 3,648 citations
2. A Comprehensive Overview of Large Language ModelsACM Transactions on Intelligent Systems and TechnologyHumza Naveed, Asad Ullah Khan, Shi Qiu, et al.2023 · 1,287 citations
3. Explainability for Large Language Models: A SurveyACM Transactions on Intelligent Systems and TechnologyHaiyan Zhao, Hanjie Chen, Fan Yang, et al.2023 · 790 citations

🧭 Top topics

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

🧠Language models & pretraining (3)📏Evaluation & benchmarks (1)🔬Interpretability (1)

📚 Fields

🎭Arts and Humanities (3)🖥️Computer Science (3)

🧑‍🔬 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.

🏛️Chinese Academy of SciencesBeijing · China2 works here🎓University of Technology SydneySydney · Australia1 work here🎓New Jersey Institute of TechnologyNewark · United States1 work here🎓Australian National UniversityCanberra · Australia1 work here🏛️Commonwealth Scientific and Industrial Research OrganisationCanberra · Australia1 work here🎓The University of SydneySydney · Australia1 work here🎓King Fahd University of Petroleum and MineralsDhahran · Saudi Arabia1 work here🎓University of Engineering and Technology LahoreLahore · Pakistan1 work here🎓Johns Hopkins UniversityBaltimore · United States1 work here🎓University of GeorgiaAthens · United States1 work here🎓The University of MelbourneMelbourne · Australia1 work here🎓Chinese University of Hong KongHong Kong · China1 work here

works and citations from OpenAlex and our library.

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