---
title: "ACM Transactions on Intelligent Systems and Technology 2023"
description: "All 115 papers of ACM Transactions on Intelligent Systems and Technology 2023 · page 1 of 2, the most cited first; those with our summary link to it."
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# ACM Transactions on Intelligent Systems and Technology 2023: all accepted papers

115 papers · page 1 of 2 · the most cited first · [← ACM Transactions on Intelligent Systems and Technology 2023](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-intelligent-systems-and-technology/2023/)

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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*
26. **[Hyper-Laplacian Regularized Multi-View Clustering with Exclusive L21 Regularization and Tensor Log-Determinant Minimization Approach ↗](https://doi.org/10.1145/3587034)**Qilun Luo, Ming Yang, Wen Li et al.*23 citations*
27. **[Adversarial Attacks on Deep Reinforcement Learning-based Traffic Signal Control Systems with Colluding Vehicles ↗](https://doi.org/10.1145/3625236)**Ao Qu, Yihong Tang, Wei Ma*22 citations*
28. **[TreeSketchNet: From Sketch to 3D Tree Parameters Generation ↗](https://doi.org/10.1145/3579831)**Gilda Manfredi, Nicola Capece, Ugo Erra et al.*22 citations*
29. **[Enough Waiting for the Couriers: Learning to Estimate Package Pick-up Arrival Time from Couriers’ Spatial-Temporal Behaviors ↗](https://doi.org/10.1145/3582561)**Haomin Wen, Youfang Lin, Fan Wu et al.*18 citations*
30. **[Responsible Recommendation Services with Blockchain Empowered Asynchronous Federated Learning ↗](https://doi.org/10.1145/3633520)**Waqar Ali, Rajesh Kumar, Xiangmin Zhou et al.*18 citations*
31. **[A Spatial and Adversarial Representation Learning Approach for Land Use Classification with POIs ↗](https://doi.org/10.1145/3627824)**Ronghui Xu, Weiming Huang, Jun Zhao et al.*17 citations*
32. **[Local Self-attention-based Hybrid Multiple Instance Learning for Partial Spoof Speech Detection ↗](https://doi.org/10.1145/3616540)**Yupeng Zhu, Yanxiang Chen, Zuxing Zhao et al.*17 citations*
33. **[STExplorer: A Hierarchical Autonomous Exploration Strategy with Spatio-temporal Awareness for Aerial Robots ↗](https://doi.org/10.1145/3595184)**Bolei Chen, Yongzheng Cui, Ping Zhong et al.*17 citations*
34. **[Saliency Attack: Towards Imperceptible Black-box Adversarial Attack ↗](https://doi.org/10.1145/3582563)**Zeyu Dai, Shengcai Liu, Qing Li et al.*16 citations*
35. **[EMG-Based Automatic Gesture Recognition Using Lipschitz-Regularized Neural Networks ↗](https://doi.org/10.1145/3635159)**Ana Neacşu, J.-C. Pesquet, Corneliu Burileanu*15 citations*
36. **[GNN-based Advanced Feature Integration for ICS Anomaly Detection ↗](https://doi.org/10.1145/3620676)**Shuaiyi Lu, Kai Wang, Yuliang Wei et al.*15 citations*
37. **[Learning Privacy-Preserving Embeddings for Image Data to Be Published ↗](https://doi.org/10.1145/3623404)**Chu-Chen Li, Cheng–Te Li, Shou-De Lin*15 citations*
38. **[MaNIACS : Approximate Mining of Frequent Subgraph Patterns through Sampling ↗](https://doi.org/10.1145/3587254)**Giulia Preti, Gianmarco De Francisci Morales, Matteo Riondato*15 citations*
39. **[Relation-aware Graph Convolutional Networks for Multi-relational Network Alignment ↗](https://doi.org/10.1145/3579827)**Yujie Fang, Xin Li, Rui Ye et al.*15 citations*
40. **[Enabling Graph Neural Networks for Semi-Supervised Risk Prediction in Online Credit Loan Services ↗](https://doi.org/10.1145/3623401)**Hao Tang, Cheng Wang, Jianguo Zheng et al.*14 citations*
41. **[Explainable Product Classification for Customs ↗](https://doi.org/10.1145/3635158)**Eunji Lee, Sihyeon Kim, Sundong Kim et al.*14 citations*
42. **[Nationwide Air Pollution Forecasting with Heterogeneous Graph Neural Networks ↗](https://doi.org/10.1145/3637492)**Fernando Terroso-Sáenz, Juan Morales-García, Andrés Muñoz*14 citations*
43. **[Configure Your Federation: Hierarchical Attention-enhanced Meta-Learning Network for Personalized Federated Learning ↗](https://doi.org/10.1145/3591362)**Yujia Gao, Pengfei Wang, Liang Liu et al.*13 citations*
44. **[Data-Aware Declarative Process Mining with SAT ↗](https://doi.org/10.1145/3600106)**Fabrizio Maria Maggi, Andrea Marrella, Fabio Patrizi et al.*13 citations*
45. **[Noise-aware Local Model Training Mechanism for Federated Learning ↗](https://doi.org/10.1145/3591363)**Jinghui Zhang, Dingyang Lv, Qiangsheng Dai et al.*13 citations*
46. **[Personalized Fashion Recommendations for Diverse Body Shapes with Contrastive Multimodal Cross-Attention Network ↗](https://doi.org/10.1145/3637217)**Jianghong Ma, Huiyue Sun, Dezhao Yang et al.*13 citations*
47. **[Reinforced PU-learning with Hybrid Negative Sampling Strategies for Recommendation ↗](https://doi.org/10.1145/3582562)**Wun-Ting Yang, Chiao-Ting Chen, Chuan-Yun Sang et al.*13 citations*
48. **[Clustering-based Active Learning Classification towards Data Stream ↗](https://doi.org/10.1145/3579830)**Chunyong Yin, Shuangshuang Chen, Zhichao Yin*12 citations*
49. **[Generating Daily Activities with Need Dynamics ↗](https://doi.org/10.1145/3637493)**Yuan Yuan, Jingtao Ding, Huandong Wang et al.*12 citations*
50. **[Qrowdsmith: Enhancing Paid Microtask Crowdsourcing with Gamification and Furtherance Incentives ↗](https://doi.org/10.1145/3604940)**Eddy Maddalena, Luis Ibáñez, Neal Reeves et al.*12 citations*
51. **[A Joint Entity and Relation Extraction Model based on Efficient Sampling and Explicit Interaction ↗](https://doi.org/10.1145/3604811)**Qibin Li, Nianmin Yao, Nai Zhou et al.*11 citations*
52. **[Causal Feature Selection in the Presence of Sample Selection Bias ↗](https://doi.org/10.1145/3604809)**Shuai Yang, Xianjie Guo, Kui Yu et al.*11 citations*
53. **[Deep Reinforcement Learning for Parameter Tuning of Robot Visual Servoing ↗](https://doi.org/10.1145/3579829)**Meng Xu, Jianping Wang*11 citations*
54. **[Fully Linear Graph Convolutional Networks for Semi-Supervised and Unsupervised Classification ↗](https://doi.org/10.1145/3579828)**Yaoming Cai, Zijia Zhang, Pedram Ghamisi et al.*11 citations*
55. **[Robust Dimensionality Reduction via Low-rank Laplacian Graph Learning ↗](https://doi.org/10.1145/3582698)**Mingjian Cai, Xiang‐Jun Shen, Stanley Ebhohimhen Abhadiomhen et al.*11 citations*
56. **[DAS: Efficient Street View Image Sampling for Urban Prediction ↗](https://doi.org/10.1145/3576902)**Guozhen Zhang, Jinhui Yi, Jian Yuan et al.*10 citations*
57. **[Exploring Structure Incentive Domain Adversarial Learning for Generalizable Sleep Stage Classification ↗](https://doi.org/10.1145/3625238)**Shuo Ma, Yingwei Zhang, Yiqiang Chen et al.*10 citations*
58. **[Hybrid Representation and Decision Fusion towards Visual-textual Sentiment ↗](https://doi.org/10.1145/3583076)**Chunyong Yin, Sun Zhang, Qingkui Zeng*10 citations*
59. **[MHANER: A Multi-source Heterogeneous Graph Attention Network for Explainable Recommendation in Online Games ↗](https://doi.org/10.1145/3626243)**Dongjin Yu, Xingliang Wang, Yu Xiong et al.*10 citations*
60. **[What Your Next Check-in Might Look Like: Next Check-in Behavior Prediction ↗](https://doi.org/10.1145/3625234)**Heli Sun, Chen Cao, Xuguang Chu et al.*10 citations*
61. **[Multi-agent Reinforcement Learning-based Adaptive Heterogeneous DAG Scheduling ↗](https://doi.org/10.1145/3610300)**A. Zhadan, Alexander Allahverdyan, Ivan Vladimirovich Kondratov et al.*9 citations*
62. **[Faithful and Consistent Graph Neural Network Explanations with Rationale Alignment ↗](https://doi.org/10.1145/3616542)**Tianxiang Zhao, Dongsheng Luo, X. D. Zhang et al.*8 citations*
63. **[Out-of-distribution Detection in Time-series Domain: A Novel Seasonal Ratio Scoring Approach ↗](https://doi.org/10.1145/3630633)**Taha Belkhouja, Yan Yan, Janardhan Rao Doppa*8 citations*
64. **[Skin Lesion Intelligent Diagnosis in Edge Computing Networks: An FCL Approach ↗](https://doi.org/10.1145/3595186)**Yanhang Shi, Xue Li, Siguang Chen*8 citations*
65. **[T-Distributed Stochastic Neighbor Embedding for Co-Representation Learning ↗](https://doi.org/10.1145/3627823)**Wei Chen, Hongjun Wang, Yinghui Zhang et al.*8 citations*
66. **[Toward Balancing the Efficiency and Effectiveness in k-Facility Relocation Problem ↗](http://dx.doi.org/10.1145/3587039)**Wang Hu, Hui Li, Meng Wang et al.*8 citations*
67. **[Adaptive Integration of Categorical and Multi-relational Ontologies with EHR Data for Medical Concept Embedding ↗](https://doi.org/10.1145/3625224)**Chin Wang Cheong, Kejing Yin, William K. Cheung et al.*7 citations*
68. **[COMET: Convolutional Dimension Interaction for Collaborative Filtering ↗](http://dx.doi.org/10.1145/3588576)**Zhuoyi Lin, Lei Feng, Xingzhi Guo et al.*7 citations*
69. **[Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing ↗](https://doi.org/10.1145/3627821)**Yingyan Zeng, Xiaoyu Chen, Ran Jin*7 citations*
70. **[Memory Network-Based Interpreter of User Preferences in Content-Aware Recommender Systems ↗](https://doi.org/10.1145/3625239)**Nhu-Thuat Tran, Hady Wirawan Lauw*7 citations*
71. **[Modeling Within-Basket Auxiliary Item Recommendation with Matchability and Ubiquity ↗](https://doi.org/10.1145/3574157)**En Xu, Zhiwen Yu, Zhuo Sun et al.*7 citations*
72. **[Ontology-Based Driving Simulation for Traffic Lights Optimization ↗](https://doi.org/10.1145/3579839)**Amirhossein Zaji, Zheng Liu, Takashi Bando et al.*7 citations*
73. **[Robust Location Prediction over Sparse Spatiotemporal Trajectory Data: Flashback to the Right Moment! ↗](https://doi.org/10.1145/3616541)**Bangchao Deng, Dingqi Yang, Bingqing Qu et al.*7 citations*
74. **[Second-order Confidence Network for Early Classification of Time Series ↗](https://doi.org/10.1145/3631531)**Junwei Lv, Yuqi Chu, Jun Hu et al.*7 citations*
75. **[Empirical Review of Various Thermography-based Computer-aided Diagnostic Systems for Multiple Diseases ↗](https://doi.org/10.1145/3583778)**Trasha Gupta, Rajni Jindal, S. Indu*6 citations*
76. **[Fast Real-Time Video Object Segmentation with a Tangled Memory Network ↗](https://doi.org/10.1145/3585076)**Jianbiao Mei, Mengmeng Wang, Yu Yang et al.*6 citations*
77. **[Obfuscating the Dataset: Impacts and Applications ↗](https://doi.org/10.1145/3597936)**Guangsheng Yu, Xu Wang, Caijun Sun et al.*6 citations*
78. **[Real-time Road Network Optimization with Coordinated Reinforcement Learning ↗](https://doi.org/10.1145/3603379)**Udesh Gunarathna, Hairuo Xie, Egemen Tanin et al.*6 citations*
79. **[Strengthening Cooperative Consensus in Multi-Robot Confrontation ↗](https://doi.org/10.1145/3639371)**Meng Xu, Xinhong Chen, Yechao She et al.*6 citations*
80. **[Towards a Greener and Fairer Transportation System: A Survey of Route Recommendation Techniques ↗](https://doi.org/10.1145/3627825)**Aqsa Ashraf Makhdomi, Iqra Altaf Gillani*6 citations*
81. **[Discovering Causes of Traffic Congestion via Deep Transfer Clustering ↗](https://doi.org/10.1145/3604810)**Mudan Wang, Yuan Yuan, Huan Yan et al.*5 citations*
82. **[E 2 Storyline: Visualizing the Relationship with Triplet Entities and Event Discovery ↗](https://doi.org/10.1145/3633519)**Yunchao Wang, Guodao Sun, Zihao Zhu et al.*5 citations*
83. **[Federated Clique Percolation for Privacy-preserving Overlapping Community Detection ↗](https://doi.org/10.1145/3604807)**Kun Guo, Wenzhong Guo, Enjie Ye et al.*5 citations*
84. **[Hierarchical Pruning of Deep Ensembles with Focal Diversity ↗](https://doi.org/10.1145/3633286)**Yanzhao Wu, Ka-Ho Chow, Wenqi Wei et al.*5 citations*
85. **[Interpretable Imitation Learning with Symbolic Rewards ↗](https://doi.org/10.1145/3627822)**Nicolas Bougie, Takashi Onishi, Yoshimasa Tsuruoka*5 citations*
86. **[Isomorphic Graph Embedding for Progressive Maximal Frequent Subgraph Mining ↗](https://doi.org/10.1145/3630635)**Thanh Thi Nguyen, Thanh Thi Nguyen, Thanh Thi Nguyen et al.*5 citations*
87. **[Reconstructing Turbulent Flows Using Spatio-temporal Physical Dynamics ↗](https://doi.org/10.1145/3637491)**Shengyu Chen, Tianshu Bao, Peyman Givi et al.*5 citations*
88. **[Reinforcement Learning for Adaptive Video Compressive Sensing ↗](https://doi.org/10.1145/3608479)**Sidi Lu, Xin Yuan, Aggelos K. Katsaggelos et al.*5 citations*
89. **[Asymmetrical Attention Networks Fused Autoencoder for Debiased Recommendation ↗](https://doi.org/10.1145/3596498)**Yihao Zhang, Chu Zhao, Weiwen Liao et al.*4 citations*
90. **[Dynamic Weights and Prior Reward in Policy Fusion for Compound Agent Learning ↗](https://doi.org/10.1145/3623405)**Meng Xu, Yechao She, Jin Yang et al.*4 citations*
91. **[Explicit State Representation Guided Video-based Pedestrian Attribute Recognition ↗](https://doi.org/10.1145/3626240)**Weiqing Lu, Hai‐Miao Hu, Jinzuo Yu et al.*4 citations*
92. **[Human Pose Transfer with Augmented Disentangled Feature Consistency ↗](https://doi.org/10.1145/3626241)**Kun Wu, Chengxiang Yin, Zhengping Che et al.*4 citations*
93. **[Learning Representations of Satellite Imagery by Leveraging Point-of-Interests ↗](http://dx.doi.org/10.1145/3589344)**Tong Li, Yanxin Xi, Huandong Wang et al.*4 citations*
94. **[MC 2 : Unsupervised Multiple Social Network Alignment ↗](https://doi.org/10.1145/3596514)**Li Sun, Zhongbao Zhang, Gen Li et al.*4 citations*
95. **[Multi-aspect Understanding with Cooperative Graph Attention Networks for Medical Dialogue Information Extraction ↗](https://doi.org/10.1145/3620675)**Rui Lin, Jing Fan, Haifeng Wu*4 citations*
96. **[One-step Multi-view Clustering with Consensus Graph and Data Representation Convolution ↗](https://doi.org/10.1145/3630634)**Fadi Dornaika*4 citations*
97. **[Representation Learning of Enhanced Graphs Using Random Walk Graph Convolutional Network ↗](https://doi.org/10.1145/3582841)**Xing Li, Wei Wei, Ruizhi Zhang et al.*4 citations*
98. **[Unsupervised Graph Representation Learning with Cluster-aware Self-training and Refining ↗](https://doi.org/10.1145/3608480)**Yanqiao Zhu, Yichen Xu, Feng Yu et al.*4 citations*
99. **[A Discriminant Information Theoretic Learning Framework for Multi-modal Feature Representation ↗](https://doi.org/10.1145/3587253)**Lei Gao, Ling Guan*3 citations*
100. **[Argument Schemes and a Dialogue System for Explainable Planning ↗](http://dx.doi.org/10.1145/3610301)**Quratul-ain Mahesar, Simon Parsons*3 citations*

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