---
title: "ACM Transactions on Intelligent Systems and Technology 2024"
description: "All 156 papers of ACM Transactions on Intelligent Systems and Technology 2024 · 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 2024: all accepted papers

156 papers · page 1 of 2 · the most cited first · [← ACM Transactions on Intelligent Systems and Technology 2024](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-intelligent-systems-and-technology/2024/)

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1. **[A Survey on Evaluation of Large Language Models](https://md.research.elamur.ai/free/en/papers/chang-2023-survey-evaluation-large-language-models/)**Yupeng Chang, Xu Wang, Jindong Wang et al.*3,004 citations · our summary*
2. **[Explainability for Large Language Models: A Survey](https://md.research.elamur.ai/free/en/papers/zhao-2023-explainability-large-language-models-survey/)**Haiyan Zhao, Hanjie Chen, Fan Yang et al.*650 citations · our summary*
3. **[A Bibliometric Review of Large Language Models Research from 2017 to 2023 ↗](https://doi.org/10.1145/3664930)**Lizhou Fan, Lingyao Li, Zihui Ma et al.*196 citations*
4. **[Fairness and Diversity in Recommender Systems: A Survey ↗](https://doi.org/10.1145/3664928)**Yuying Zhao, Yu Wang, Yunchao Liu et al.*117 citations*
5. **[Fairness and Bias in Algorithmic Hiring: A Multidisciplinary Survey ↗](https://doi.org/10.1145/3696457)**Alessandro Fabris, Nina Baranowska, Matthew Dennis et al.*111 citations*
6. **[A Survey of Trustworthy Federated Learning: Issues, Solutions, and Challenges ↗](https://doi.org/10.1145/3678181)**Yifei Zhang, Dun Zeng, Jinglong Luo et al.*83 citations*
7. **[Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application ↗](https://doi.org/10.1145/3699518)**Chuanpeng Yang, Yao Tai Zhu, Lu Wang et al.*78 citations*
8. **[Reinforcement Learning for Solving Multiple Vehicle Routing Problem with Time Window ↗](https://doi.org/10.1145/3625232)**Zefang Zong, Xia Tong, Meng Zheng et al.*47 citations*
9. **[Federated Learning Survey: A Multi-Level Taxonomy of Aggregation Techniques, Experimental Insights, and Future Frontiers ↗](https://doi.org/10.1145/3678182)**Meriem Arbaoui, Mohamed‐el‐Amine Brahmia, Abdellatif Rahmoun et al.*46 citations*
10. **[Knowledge Graph Enhanced Contextualized Attention-Based Network for Responsible User-Specific Recommendation ↗](https://doi.org/10.1145/3641288)**Ehsan Elahi, Sajid Anwar, Babar Shah et al.*46 citations*
11. **[Cross-Domain HAR: Few-Shot Transfer Learning for Human Activity Recognition ↗](https://doi.org/10.1145/3704921)**Megha Thukral, Harish Haresamudram, Thomas Plötz*45 citations*
12. **[PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training ↗](https://doi.org/10.1145/3664927)**Sichun Luo, Yuanzhang Xiao, X Zhang et al.*41 citations*
13. **[Addressing Data Challenges to Drive the Transformation of Smart Cities ↗](https://doi.org/10.1145/3663482)**Ekaterina Gilman, Francesca Bugiotti, Ahmed Khalid et al.*39 citations*
14. **[Credit Card Fraud Detection via Intelligent Sampling and Self-supervised Learning ↗](https://doi.org/10.1145/3641283)**Chiao-Ting Chen, Chi Lee, Szu-Hao Huang et al.*30 citations*
15. **[CGKPN: Cross-Graph Knowledge Propagation Network with Adaptive Connection for Reasoning-Based Machine Reading Comprehension ↗](https://doi.org/10.1145/3658673)**Zhuo Zhao, Guangyou Zhou, Zhiwen Xie et al.*29 citations*
16. **[Deep Learning in Single-cell Analysis ↗](https://doi.org/10.1145/3641284)**Dylan Molho, Jiayuan Ding, Wenzhuo Tang et al.*27 citations*
17. **[GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning ↗](https://doi.org/10.1145/3655631)**Giacomo Medda, Francesco Fabbri, Mirko Marras et al.*27 citations*
18. **[Boosting Healthiness Exposure in Category-Constrained Meal Recommendation Using Nutritional Standards ↗](https://doi.org/10.1145/3643859)**Ming Li, Lin Li, Xiaohui Tao et al.*24 citations*
19. **[FedCMD: A Federated Cross-modal Knowledge Distillation for Drivers’ Emotion Recognition ↗](https://doi.org/10.1145/3650040)**Saira Bano, Nicola Tonellotto, Pietro Cassará et al.*23 citations*
20. **[Concept Drift Adaptation in Text Stream Mining Settings: A Systematic Review ↗](https://doi.org/10.1145/3704922)**Cristiano Mesquita Garcia, Ramón Abilio, Alessandro L. Koerich et al.*21 citations*
21. **[Optimizing Privacy, Utility, and Efficiency in a Constrained Multi-Objective Federated Learning Framework ↗](https://doi.org/10.1145/3701039)**Yan Kang, Hanlin Gu, Xingxing Tang et al.*21 citations*
22. **[Beyond Text: Multimodal Credibility Assessment Approaches for Online User-Generated Content ↗](https://doi.org/10.1145/3673236)**Monika Choudhary, Satyendra Singh Chouhan, Santosh Singh Rathore*20 citations*
23. **[Evaluating Large Language Models as Virtual Annotators for Time-Series Physical Sensing Data ↗](https://doi.org/10.1145/3696461)**Aritra Hota, Soumyajit Chatterjee, Sandip Chakraborty*20 citations*
24. **[Hybrid Prompt Learning for Generating Justifications of Security Risks in Automation Rules ↗](https://doi.org/10.1145/3675401)**Bernardo Breve, Gaetano Cimino, Vincenzo Deufemia*20 citations*
25. **[Deep Causal Reasoning for Recommendations ↗](https://doi.org/10.1145/3653985)**Yaochen Zhu, Jing Yi, Jiayi Xie et al.*19 citations*
26. **[GPT-4V(ision) as A Social Media Analysis Engine ↗](https://doi.org/10.1145/3709005)**Hanjia Lyu, Jinfa Huang, Daoan Zhang et al.*19 citations*
27. **[Aspect-Enhanced Explainable Recommendation with Multi-modal Contrastive Learning ↗](https://doi.org/10.1145/3673234)**Hao Liao, Shuo Wang, Hao Cheng et al.*18 citations*
28. **[Federated Momentum Contrastive Clustering ↗](https://doi.org/10.1145/3653981)**Runxuan Miao, Erdem Koyuncu*18 citations*
29. **[Heterogeneous Graph Neural Networks using Self-supervised Reciprocally Contrastive Learning ↗](https://doi.org/10.1145/3706115)**Cuiying Huo, Dongxiao He, Yawen Li et al.*18 citations*
30. **[Analysing Utterances in LLM-Based User Simulation for Conversational Search ↗](https://doi.org/10.1145/3650041)**Ivan Sekulić, Mohammad Aliannejadi, Fábio Crestani*16 citations*
31. **[Beware of Words: Evaluating the Lexical Diversity of Conversational LLMs using ChatGPT as Case Study ↗](https://doi.org/10.1145/3696459)**Gonzalo Martínez, José Alberto Hernández, Javier Conde et al.*16 citations*
32. **[MHGCN+: Multiplex Heterogeneous Graph Convolutional Network ↗](https://doi.org/10.1145/3650046)**Chaofan Fu, Pengyang Yu, Yanwei Yu et al.*16 citations*
33. **[DNSRF: Deep Network-based Semi-NMF Representation Framework ↗](https://doi.org/10.1145/3670408)**Dexian Wang, Tianrui Li, Ping Deng et al.*15 citations*
34. **[A Game-theoretic Framework for Privacy-preserving Federated Learning ↗](https://doi.org/10.1145/3656049)**Xiaojin Zhang, Lixin Fan, Siwei Wang et al.*14 citations*
35. **[Multimodal Large Language Model with LoRA Fine-Tuning for Multimodal Sentiment Analysis ↗](https://doi.org/10.1145/3709147)**Jie Mu, Wei Wang, Wenqi Liu et al.*14 citations*
36. **[Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation ↗](https://doi.org/10.1145/3709011)**Nanxu Gong, Wangyang Ying, Dongjie Wang et al.*14 citations*
37. **[Recommender System-Induced Eating Disorder Relapse: Harmful Content and the Challenges of Responsible Recommendation ↗](https://doi.org/10.1145/3675404)**Jennifer Golbeck*14 citations*
38. **[A Federated Social Recommendation Approach with Enhanced Hypergraph Neural Network ↗](https://doi.org/10.1145/3665931)**Hongliang Sun, Zhiying Tu, Dianbo Sui et al.*13 citations*
39. **[Ensuring Fairness and Gradient Privacy in Personalized Heterogeneous Federated Learning ↗](https://doi.org/10.1145/3652613)**Cody Lewis, Vijay Varadharajan, Nasimul Noman et al.*13 citations*
40. **[Mitigating Recommendation Biases via Group-Alignment and Global-Uniformity in Representation Learning ↗](https://doi.org/10.1145/3664931)**Miaomiao Cai, Min Hou, Lei Chen et al.*13 citations*
41. **[Optimal Treatment Strategies for Critical Patients with Deep Reinforcement Learning ↗](https://doi.org/10.1145/3643856)**Simi Job, Xiaohui Tao, Lin Li et al.*13 citations*
42. **[RANGO: A Novel Deep Learning Approach to Detect Drones Disguising from Video Surveillance Systems ↗](https://doi.org/10.1145/3641282)**Jin Han, Yun-Feng Ren, Alessandro Brighente et al.*13 citations*
43. **[Decentralized Federated Recommendation with Privacy-aware Structured Client-level Graph ↗](https://doi.org/10.1145/3641287)**Zhitao Li, Zhaohao Lin, Feng Liang et al.*12 citations*
44. **[Efficiently Gluing Pre-Trained Language and Vision Models for Image Captioning ↗](https://doi.org/10.1145/3682067)**Peipei Song, Yuanen Zhou, Xun Yang et al.*12 citations*
45. **[Evolving Knowledge Graph Representation Learning with Multiple Attention Strategies for Citation Recommendation System ↗](https://doi.org/10.1145/3635273)**Jhih-Chen Liu, Chiao-Ting Chen, Chi Lee et al.*12 citations*
46. **[Self-supervised Text Style Transfer Using Cycle-Consistent Adversarial Networks ↗](https://doi.org/10.1145/3678179)**Moreno La Quatra, Giuseppe Gallipoli, Luca Cagliero*12 citations*
47. **[A Novel Blockchain-based Responsible Recommendation System for Service Process Creation and Recommendation ↗](https://doi.org/10.1145/3643858)**Tieliang Gao, Li Duan, Lufeng Feng et al.*11 citations*
48. **[Bayesian Strategy Networks Based Soft Actor-Critic Learning ↗](https://doi.org/10.1145/3643862)**Qin Yang, Ramviyas Nattanmai Parasuraman*11 citations*
49. **[KGDA: A Knowledge Graph Driven Decomposition Approach for Cellular Traffic Prediction ↗](https://doi.org/10.1145/3690650)**Jiahui Gong, Tong Li, Huandong Wang et al.*11 citations*
50. **[SiG: A Siamese-Based Graph Convolutional Network to Align Knowledge in Autonomous Transportation Systems ↗](https://doi.org/10.1145/3643861)**Mai HAO, Ming Cai, Minghui Fang et al.*11 citations*
51. **[Temporal Implicit Multimodal Networks for Investment and Risk Management ↗](https://doi.org/10.1145/3643855)**Gary Ang, Ee‐Peng Lim*11 citations*
52. **[VesNet: A Vessel Network for Jointly Learning Route Pattern and Future Trajectory ↗](https://doi.org/10.1145/3639370)**Fenyu Jiang, Huandong Wang, Yong Li*11 citations*
53. **[AMT-CDR: A Deep Adversarial Multi-Channel Transfer Network for Cross-Domain Recommendation ↗](https://doi.org/10.1145/3641286)**Kezhi Lu, Qian Zhang, Danny Hughes et al.*10 citations*
54. **[Balanced Quality Score: Measuring Popularity Debiasing in Recommendation ↗](https://doi.org/10.1145/3650043)**Erica Coppolillo, Marco Minici, Ettore Ritacco et al.*10 citations*
55. **[Efficient Federated Learning Using Dynamic Update and Adaptive Pruning with Momentum on Shared Server Data ↗](https://doi.org/10.1145/3690648)**Ji Liu, Juncheng Jia, Hong Zhang et al.*10 citations*
56. **[Intermediary-Generated Bridge Network for RGB-D Cross-Modal Re-Identification ↗](https://doi.org/10.1145/3682066)**Jingjing Wu, Richang Hong, Shengeng Tang*10 citations*
57. **[Quantum Informative Analysis in Smart Power Distribution ↗](https://doi.org/10.1145/3691350)**Tariq Ahamed Ahanger, Munish Bhatia, Abdulaziz Aldaej*10 citations*
58. **[A Unified Framework for Analyzing Textual Context and Intent in Social Media ↗](https://doi.org/10.1145/3682064)**Jothi Prakash V, S. Arul Antran Vijay*9 citations*
59. **[AVENUE: A Novel Deepfake Detection Method Based on Temporal Convolutional Network and rPPG Information ↗](https://doi.org/10.1145/3702232)**Lokendra Birla, Trishna Saikia, Puneet Gupta*9 citations*
60. **[Empirical and Experimental Insights into Data Mining Techniques for Crime Prediction: A Comprehensive Survey ↗](https://doi.org/10.1145/3699515)**Kamal Taha*9 citations*
61. **[Fairness-Driven Private Collaborative Machine Learning ↗](https://doi.org/10.1145/3639368)**Dana Pessach, Tamir Tassa, Erez Shmueli*9 citations*
62. **[MGRR-Net: Multi-level Graph Relational Reasoning Network for Facial Action Unit Detection ↗](https://doi.org/10.1145/3643863)**Xuri Ge, Joemon M. Jose, Songpei Xu et al.*9 citations*
63. **[Score-based Graph Learning for Urban Flow Prediction ↗](https://doi.org/10.1145/3655629)**Pengyu Wang, Xucheng Luo, Wenxin Tai et al.*9 citations*
64. **[DESIGN: Online Device Selection and Edge Association for Federated Synergy Learning-enabled AIoT ↗](https://doi.org/10.1145/3673237)**Shucun Fu, Fang Dong, Dian Shen et al.*8 citations*
65. **[Detecting Misinformation on Social Media using Community Insights and Contrastive Learning ↗](https://doi.org/10.1145/3709009)**Oguzhan Ozcelik, Çağrı Toraman, Fazlı Can*8 citations*
66. **[Physics-Based Abnormal Trajectory Gap Detection ↗](https://doi.org/10.1145/3673235)**Arun Sharma, Subhankar Ghosh, Shashi Shekhar*8 citations*
67. **[Surveying More Than Two Decades of Music Information Retrieval Research on Playlists ↗](https://doi.org/10.1145/3688398)**Giovanni Gabbolini, Derek Bridge*8 citations*
68. **[BeGin: Extensive Benchmark Scenarios and an Easy-to-use Framework for Graph Continual Learning ↗](https://doi.org/10.1145/3702648)**Jihoon Ko, Shinhwan Kang, Taehyung Kwon et al.*7 citations*
69. **[Developing Time Series Forecasting Models with Generative Large Language Models ↗](https://doi.org/10.1145/3663485)**Juan Morales-García, Antonio Llanes, Francisco Arcas-Túnez et al.*7 citations*
70. **[Guidelines for the Regularization of Gammas in Batch Normalization for Deep Residual Networks ↗](https://doi.org/10.1145/3643860)**Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang et al.*7 citations*
71. **[Neural Methods for Data-to-text Generation ↗](https://doi.org/10.1145/3660639)**Mandar Sharma, Ajay Kumar Gogineni, Naren Ramakrishnan*7 citations*
72. **[Overcoming Diverse Undesired Effects in Recommender Systems: A Deontological Approach ↗](https://doi.org/10.1145/3643857)**Paula Gómez Duran, Pere Gilabert, Santi Seguí et al.*7 citations*
73. **[Adaptive Intention Learning for Session-Based Recommendation ↗](https://doi.org/10.1145/3709004)**Qingbo Zhang, Xiaochun Yang, Hao Chen et al.*6 citations*
74. **[Advancing Attribution-Based Neural Network Explainability through Relative Absolute Magnitude Layer-Wise Relevance Propagation and Multi-Component Evaluation ↗](https://doi.org/10.1145/3649458)**Davor Vukadin, Petar Afrić, Marin Šilić et al.*6 citations*
75. **[Counterfactual Graph Convolutional Learning for Personalized Recommendation ↗](https://doi.org/10.1145/3655632)**Meng Jian, Yulong Bai, Xusong Fu et al.*6 citations*
76. **[Discovering Expert-Level Air Combat Knowledge via Deep Excitatory-Inhibitory Factorized Reinforcement Learning ↗](https://doi.org/10.1145/3653979)**Haiyin Piao, Shengqi Yang, Hechang Chen et al.*6 citations*
77. **[Exploring Dataset Bias and Scaling Techniques in Multi-Source Gait Biomechanics: An Explainable Machine Learning Approach ↗](https://doi.org/10.1145/3702646)**Sophie Fleischmann, Simon Dietz, Julian Shanbhag et al.*6 citations*
78. **[HydraGAN: A Cooperative Agent Model for Multi-Objective Data Generation ↗](https://doi.org/10.1145/3653982)**Chance DeSmet, Diane J. Cook*6 citations*
79. **[M2SKD: Multi-to-Single Knowledge Distillation of Real-Time Epileptic Seizure Detection for Low-Power Wearable Systems ↗](https://doi.org/10.1145/3675402)**Saleh Baghersalimi, Alireza Amirshahi, Farnaz Forooghifar et al.*6 citations*
80. **[Robust Recommender Systems with Rating Flip Noise ↗](https://doi.org/10.1145/3641285)**Shanshan Ye, Jie Lü*6 citations*
81. **[The Social Cognition Ability Evaluation of LLMs: A Dynamic Gamified Assessment and Hierarchical Social Learning Measurement Approach ↗](https://doi.org/10.1145/3673238)**Qin Ni, Yangze Yu, Yiming Ma et al.*6 citations*
82. **[Break Out of a Pigeonhole: A Unified Framework for Examining Miscalibration, Bias, and Stereotype in Recommender Systems ↗](https://doi.org/10.1145/3650044)**Yongsu Ahn, Yu‐Ru Lin*5 citations*
83. **[CACTUS: A Comprehensive Abstraction and Classification Tool for Uncovering Structures ↗](https://doi.org/10.1145/3649459)**Luca Gherardini, Varun Ravi Varma, Karol Capała et al.*5 citations*
84. **[Cascaded Alternating Refinement Transformer for Few-Shot Medical Image Segmentation ↗](https://doi.org/10.1145/3709145)**Ziming Cheng, Yazhou Zhu, Shidong Wang et al.*5 citations*
85. **[Counterfactual Explainer for Deep Reinforcement Learning Models using Policy Distillation ↗](https://doi.org/10.1145/3709146)**Amir Samadi, Konstantinos Koufos, Kurt Debattista et al.*5 citations*
86. **[Fast and Accurate Evacuation Planning Algorithm with Bayesian Optimization ↗](https://doi.org/10.1145/3704920)**Junpei Tokunaga, Yuki Kikukawa, Hiroyuki Ebara et al.*5 citations*
87. **[FastRx: Exploring Fastformer and Memory-Augmented Graph Neural Networks for Personalized Medication Recommendations ↗](https://doi.org/10.1145/3696111)**Tai Tan Phan, Ling Chen, Chun-Hung Chen et al.*5 citations*
88. **[GCFExplainer: Global Counterfactual Explainer for Graph Neural Networks ↗](https://doi.org/10.1145/3698108)**Mert Kosan, Zexi Huang, Sourav Medya et al.*5 citations*
89. **[Learning Cross-modality Interaction for Robust Depth Perception of Autonomous Driving ↗](https://doi.org/10.1145/3650039)**Yunji Liang, Nengzhen Chen, Zhiwen Yu et al.*5 citations*
90. **[MedNER: Enhanced Named Entity Recognition in Medical Corpus via Optimized Balanced and Deep Active Learning ↗](https://doi.org/10.1145/3678178)**Yan Zhuang, Junyan Zhang, Ruogu Lu et al.*5 citations*
91. **[Misinformation Resilient Search Rankings with Webgraph-Based Interventions ↗](https://doi.org/10.1145/3670410)**Peter Carragher, Evan Williams, Kathleen M. Carley*5 citations*
92. **[Multimodal Dialogue Systems via Capturing Context-aware Dependencies and Ordinal Information of Semantic Elements ↗](https://doi.org/10.1145/3645099)**Weidong He, Zhi Li, Hao Wang et al.*5 citations*
93. **[Privacy-Preserving and Diversity-Aware Trust-based Team Formation in Online Social Networks ↗](https://doi.org/10.1145/3670411)**Yash Mahajan, Jin-Hee Cho, Ing-Ray Chen*5 citations*
94. **[RCCNet: A Spatial-Temporal Neural Network Model for Logistics Delivery Timely Rate Prediction ↗](https://doi.org/10.1145/3690649)**Jinhui Yi, Huan Yan, Haotian Wang et al.*5 citations*
95. **[A Meta-Learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning ↗](https://doi.org/10.1145/3652612)**Xiaojin Zhang, Yan Kang, Lixin Fan et al.*4 citations*
96. **[A Novel Intelligent Video Surveillance System Using Low-Traffic Scene-Preserving Video Anonymization ↗](https://doi.org/10.1145/3709001)**Jungwoo Huh, Jiwoo Kang, Jongwook Woo et al.*4 citations*
97. **[A Trustworthy and Responsible Decision-Making Framework for Resource Management in Food–Energy–Water Nexus: A Control-Theoretical Approach ↗](https://doi.org/10.1145/3660640)**Süleyman Uslu, Davinder Kaur, Samuel J. Rivera et al.*4 citations*
98. **[Adapting to My User, Engaging with My Robot: An Adaptive Affective Architecture for a Social Assistive Robot ↗](https://doi.org/10.1145/3691348)**Marcos Maroto Gómez, Matthew Lewis, Álvaro Castro‐González et al.*4 citations*
99. **[Analysing the Predictability of Language Model Performance ↗](https://doi.org/10.1145/3706118)**Wout Schellaert, Fernando Martínez‐Plumed, José Hernández‐Orallo*4 citations*
100. **[Deconfounded Cross-modal Matching for Content-based Micro-video Background Music Recommendation ↗](http://dx.doi.org/10.1145/3650042)**Jing Yi, Zhenzhong Chen*4 citations*

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