---
title: "ACM Transactions on Intelligent Systems and Technology 2023"
description: "ACM Transactions on Intelligent Systems and Technology 2023 — papers: 3 papers in the Elamur Research library, with our summaries…"
canonical: "https://research.elamur.ai/free/en/venues/acm-transactions-on-intelligent-systems-and-technology/2023/"
---
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# 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.

[**115** works that year](#all) · [**3** works in our library](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-intelligent-systems-and-technology/2023/#works) · [**5,725** citations of these works](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-intelligent-systems-and-technology/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. **[A Comprehensive Survey on Model Quantization for Deep Neural Networks in Image Classification ↗](https://doi.org/10.1145/3623402)**Babak Rokh, Ali Azarpeyvand, Alireza Khanteymoori*232 citations*
2. **[A Survey on Graph Representation Learning Methods ↗](https://doi.org/10.1145/3633518)**Shima Khoshraftar, Aijun An*226 citations*
3. **[Trustworthy Recommender Systems ↗](https://doi.org/10.1145/3627826)**Shoujin Wang, Xiuzhen Zhang, Yan Wang et al.*122 citations*
4. **[Fairness in Recommendation: Foundations, Methods, and Applications ↗](https://doi.org/10.1145/3610302)**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 ↗](https://doi.org/10.1145/3620677)**Yuwen Liu, Xiaokang Zhou, Huaizhen Kou et al.*90 citations*
6. **[Reinforcement Learning for Quantitative Trading ↗](https://doi.org/10.1145/3582560)**Shuo Sun, Rundong Wang, Bo An*75 citations*
7. **[UrbanKG: An Urban Knowledge Graph System ↗](https://doi.org/10.1145/3588577)**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 ↗](https://doi.org/10.1145/3597212)**Tong Li, Yong Li, Mingyang Zhang et al.*54 citations*
9. **[Trading Off Privacy, Utility, and Efficiency in Federated Learning ↗](https://doi.org/10.1145/3595185)**Xiaojin Zhang, Yan Kang, Kai Chen et al.*52 citations*
10. **[Contrastive Learning Models for Sentence Representations ↗](https://doi.org/10.1145/3593590)**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 ↗](https://doi.org/10.1145/3623402)**Babak Rokh, Ali Azarpeyvand, Alireza Khanteymoori*232 citations*
2. **[A Survey on Graph Representation Learning Methods ↗](https://doi.org/10.1145/3633518)**Shima Khoshraftar, Aijun An*226 citations*
3. **[Trustworthy Recommender Systems ↗](https://doi.org/10.1145/3627826)**Shoujin Wang, Xiuzhen Zhang, Yan Wang et al.*122 citations*
4. **[Fairness in Recommendation: Foundations, Methods, and Applications ↗](https://doi.org/10.1145/3610302)**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 ↗](https://doi.org/10.1145/3620677)**Yuwen Liu, Xiaokang Zhou, Huaizhen Kou et al.*90 citations*
6. **[Reinforcement Learning for Quantitative Trading ↗](https://doi.org/10.1145/3582560)**Shuo Sun, Rundong Wang, Bo An*75 citations*
7. **[UrbanKG: An Urban Knowledge Graph System ↗](https://doi.org/10.1145/3588577)**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 ↗](https://doi.org/10.1145/3597212)**Tong Li, Yong Li, Mingyang Zhang et al.*54 citations*
9. **[Trading Off Privacy, Utility, and Efficiency in Federated Learning ↗](https://doi.org/10.1145/3595185)**Xiaojin Zhang, Yan Kang, Kai Chen et al.*52 citations*
10. **[Contrastive Learning Models for Sentence Representations ↗](https://doi.org/10.1145/3593590)**Lingling Xu, Haoran Xie, Zongxi Li et al.*49 citations*
11. **[Recent Few-shot Object Detection Algorithms: A Survey with Performance Comparison ↗](https://doi.org/10.1145/3593588)**Tianying Liu, Lu Zhang, Yang Wang et al.*44 citations*
12. **[Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring ↗](https://doi.org/10.1145/3630636)**Wenyuan Yang, Shuo Shao, Yue Yang et al.*42 citations*
13. **[Explicit Knowledge Graph Reasoning for Conversational Recommendation ↗](https://doi.org/10.1145/3637216)**Xuhui Ren, Tong Chen, Quoc Viet Hung Nguyen et al.*40 citations*
14. **[Deep Learning Inferencing with High-performance Hardware Accelerators ↗](https://doi.org/10.1145/3594221)**Luke Kljucaric, Alan D. George*38 citations*
15. **[Labeling Chaos to Learning Harmony: Federated Learning with Noisy Labels ↗](https://doi.org/10.1145/3626242)**Vasileios Tsouvalas, Aaqib Saeed, Tanır Özçelebi et al.*37 citations*
16. **[Reinforced Explainable Knowledge Concept Recommendation in MOOCs ↗](https://doi.org/10.1145/3579991)**Lu Jiang, Kunpeng Liu, Yibin Wang et al.*37 citations*
17. **[Spatio-temporal Graph Learning for Epidemic Prediction ↗](https://doi.org/10.1145/3579815)**Shuo Yu, Feng Xia, Shihao Li et al.*36 citations*
18. **[HiGRN: A Hierarchical Graph Recurrent Network for Global Sea Surface Temperature Prediction ↗](https://doi.org/10.1145/3597937)**Hanchen Yang, Wengen Li, Siyun Hou et al.*31 citations*
19. **[Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation ↗](https://doi.org/10.1145/3639369)**Zhiyuan Wu, Sheng Sun, Yuwei Wang et al.*30 citations*
20. **[Graph Neural Rough Differential Equations for Traffic Forecasting ↗](https://doi.org/10.1145/3604808)**Jeongwhan Choi, Noseong Park*30 citations*
21. **[TS-Fastformer: Fast Transformer for Time-series Forecasting ↗](https://doi.org/10.1145/3630637)**Sangwon Lee, Junho Hong, Ling Liu et al.*30 citations*
22. **[Dual Graph Convolution Architecture Search for Travel Time Estimation ↗](https://doi.org/10.1145/3591361)**Guangyin Jin, Huan Yan, Fuxian Li et al.*27 citations*
23. **[ReuseKNN: Neighborhood Reuse for Differentially Private KNN-Based Recommendations ↗](https://doi.org/10.1145/3608481)**Peter Müllner, Elisabeth Lex, Markus Schedl et al.*27 citations*
24. **[The Privacy Issue of Counterfactual Explanations: Explanation Linkage Attacks ↗](https://doi.org/10.1145/3608482)**Sofie Goethals, Kenneth Sörensen, David Martens*24 citations*
25. **[Few-shot Named Entity Recognition: Definition, Taxonomy and Research Directions ↗](https://doi.org/10.1145/3609483)**Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlí*23 citations*

[See all 115 papers in ACM Transactions on Intelligent Systems and Technology 2023 — papers →](https://md.research.elamur.ai/free/en/venues/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 Models](https://md.research.elamur.ai/free/en/papers/chang-2023-survey-evaluation-large-language-models/) [ACM Transactions on Intelligent Systems and Technology](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-intelligent-systems-and-technology/)**Yupeng Chang, Xu Wang, Jindong Wang, et al.*2023 · 3,648 citations*
2. **[A Comprehensive Overview of Large Language Models](https://md.research.elamur.ai/free/en/papers/naveed-2023-comprehensive-overview-large-language-models/) [ACM Transactions on Intelligent Systems and Technology](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-intelligent-systems-and-technology/)**Humza Naveed, Asad Ullah Khan, Shi Qiu, et al.*2023 · 1,287 citations*
3. **[Explainability for Large Language Models: A Survey](https://md.research.elamur.ai/free/en/papers/zhao-2023-explainability-large-language-models-survey/) [ACM Transactions on Intelligent Systems and Technology](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-intelligent-systems-and-technology/)**Haiyan 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)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks (1)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Interpretability (1)](https://md.research.elamur.ai/free/en/topics/interpretability/)

## Fields

[Arts and Humanities (3)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (3)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**Cunxiang Wang**1 work here · 3,648 citations](https://md.research.elamur.ai/free/en/authors/cunxiang-wang/) · [🧑‍🔬**Hao Chen**1 work here · 3,648 citations](https://md.research.elamur.ai/free/en/authors/hao-chen/) · [🧑‍🔬**Jindong Wang**1 work here · 3,648 citations](https://md.research.elamur.ai/free/en/authors/jindong-wang/) · [🧑‍🔬**Kaijie Zhu**1 work here · 3,648 citations](https://md.research.elamur.ai/free/en/authors/kaijie-zhu/) · [🧑‍🔬**Linyi Yang**1 work here · 3,648 citations](https://md.research.elamur.ai/free/en/authors/linyi-yang/) · [🧑‍🔬**Wei Ye**1 work here · 3,648 citations](https://md.research.elamur.ai/free/en/authors/wei-ye/) · [🧑‍🔬**Xiaoyuan Yi**1 work here · 3,648 citations](https://md.research.elamur.ai/free/en/authors/xiaoyuan-yi/) · [🧑‍🔬**Xu Wang**1 work here · 3,648 citations](https://md.research.elamur.ai/free/en/authors/xu-wang/) · [🧑‍🔬**Yidong Wang**1 work here · 3,648 citations](https://md.research.elamur.ai/free/en/authors/yidong-wang/) · [🧑‍🔬**Yuan Wu**1 work here · 3,648 citations](https://md.research.elamur.ai/free/en/authors/yuan-wu/) · [🧑‍🔬**Yue Zhang**1 work here · 3,648 citations](https://md.research.elamur.ai/free/en/authors/yue-zhang/) · [🧑‍🔬**Nick M. Barnes**1 work here · 1,287 citations](https://md.research.elamur.ai/free/en/authors/nick-m-barnes/)

## Top institutions

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

[🏛️**Chinese Academy of Sciences** Beijing · China 2 works here](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**University of Technology Sydney** Sydney · Australia 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-technology-sydney/) · [🎓**New Jersey Institute of Technology** Newark · United States 1 work here](https://md.research.elamur.ai/free/en/universities/new-jersey-institute-of-technology/) · [🎓**Australian National University** Canberra · Australia 1 work here](https://md.research.elamur.ai/free/en/universities/australian-national-university/) · [🏛️**Commonwealth Scientific and Industrial Research Organisation** Canberra · Australia 1 work here](https://md.research.elamur.ai/free/en/government/commonwealth-scientific-and-industrial-research-organisation/) · [🎓**The University of Sydney** Sydney · Australia 1 work here](https://md.research.elamur.ai/free/en/universities/the-university-of-sydney/) · [🎓**King Fahd University of Petroleum and Minerals** Dhahran · Saudi Arabia 1 work here](https://md.research.elamur.ai/free/en/universities/king-fahd-university-of-petroleum-and-minerals/) · [🎓**University of Engineering and Technology Lahore** Lahore · Pakistan 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-engineering-and-technology-lahore/) · [🎓**Johns Hopkins University** Baltimore · United States 1 work here](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) · [🎓**University of Georgia** Athens · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-georgia/) · [🎓**The University of Melbourne** Melbourne · Australia 1 work here](https://md.research.elamur.ai/free/en/universities/the-university-of-melbourne/) · [🎓**Chinese University of Hong Kong** Hong Kong · China 1 work here](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong/)

works and citations from OpenAlex and our library.

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