ACM Transactions on Intelligent Systems and Technology 2024: all accepted papers
- A Survey on Evaluation of Large Language ModelsYupeng Chang, Xu Wang, Jindong Wang et al.3,004 citations · our summary
- Explainability for Large Language Models: A SurveyHaiyan Zhao, Hanjie Chen, Fan Yang et al.650 citations · our summary
- A Bibliometric Review of Large Language Models Research from 2017 to 2023 ↗Lizhou Fan, Lingyao Li, Zihui Ma et al.196 citations
- Fairness and Diversity in Recommender Systems: A Survey ↗Yuying Zhao, Yu Wang, Yunchao Liu et al.117 citations
- Fairness and Bias in Algorithmic Hiring: A Multidisciplinary Survey ↗Alessandro Fabris, Nina Baranowska, Matthew Dennis et al.111 citations
- A Survey of Trustworthy Federated Learning: Issues, Solutions, and Challenges ↗Yifei Zhang, Dun Zeng, Jinglong Luo et al.83 citations
- Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application ↗Chuanpeng Yang, Yao Tai Zhu, Lu Wang et al.78 citations
- Reinforcement Learning for Solving Multiple Vehicle Routing Problem with Time Window ↗Zefang Zong, Xia Tong, Meng Zheng et al.47 citations
- Federated Learning Survey: A Multi-Level Taxonomy of Aggregation Techniques, Experimental Insights, and Future Frontiers ↗Meriem Arbaoui, Mohamed‐el‐Amine Brahmia, Abdellatif Rahmoun et al.46 citations
- Knowledge Graph Enhanced Contextualized Attention-Based Network for Responsible User-Specific Recommendation ↗Ehsan Elahi, Sajid Anwar, Babar Shah et al.46 citations
- Cross-Domain HAR: Few-Shot Transfer Learning for Human Activity Recognition ↗Megha Thukral, Harish Haresamudram, Thomas Plötz45 citations
- PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training ↗Sichun Luo, Yuanzhang Xiao, X Zhang et al.41 citations
- Addressing Data Challenges to Drive the Transformation of Smart Cities ↗Ekaterina Gilman, Francesca Bugiotti, Ahmed Khalid et al.39 citations
- Credit Card Fraud Detection via Intelligent Sampling and Self-supervised Learning ↗Chiao-Ting Chen, Chi Lee, Szu-Hao Huang et al.30 citations
- CGKPN: Cross-Graph Knowledge Propagation Network with Adaptive Connection for Reasoning-Based Machine Reading Comprehension ↗Zhuo Zhao, Guangyou Zhou, Zhiwen Xie et al.29 citations
- Deep Learning in Single-cell Analysis ↗Dylan Molho, Jiayuan Ding, Wenzhuo Tang et al.27 citations
- GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning ↗Giacomo Medda, Francesco Fabbri, Mirko Marras et al.27 citations
- Boosting Healthiness Exposure in Category-Constrained Meal Recommendation Using Nutritional Standards ↗Ming Li, Lin Li, Xiaohui Tao et al.24 citations
- FedCMD: A Federated Cross-modal Knowledge Distillation for Drivers’ Emotion Recognition ↗Saira Bano, Nicola Tonellotto, Pietro Cassará et al.23 citations
- Concept Drift Adaptation in Text Stream Mining Settings: A Systematic Review ↗Cristiano Mesquita Garcia, Ramón Abilio, Alessandro L. Koerich et al.21 citations
- Optimizing Privacy, Utility, and Efficiency in a Constrained Multi-Objective Federated Learning Framework ↗Yan Kang, Hanlin Gu, Xingxing Tang et al.21 citations
- Beyond Text: Multimodal Credibility Assessment Approaches for Online User-Generated Content ↗Monika Choudhary, Satyendra Singh Chouhan, Santosh Singh Rathore20 citations
- Evaluating Large Language Models as Virtual Annotators for Time-Series Physical Sensing Data ↗Aritra Hota, Soumyajit Chatterjee, Sandip Chakraborty20 citations
- Hybrid Prompt Learning for Generating Justifications of Security Risks in Automation Rules ↗Bernardo Breve, Gaetano Cimino, Vincenzo Deufemia20 citations
- Deep Causal Reasoning for Recommendations ↗Yaochen Zhu, Jing Yi, Jiayi Xie et al.19 citations
- GPT-4V(ision) as A Social Media Analysis Engine ↗Hanjia Lyu, Jinfa Huang, Daoan Zhang et al.19 citations
- Aspect-Enhanced Explainable Recommendation with Multi-modal Contrastive Learning ↗Hao Liao, Shuo Wang, Hao Cheng et al.18 citations
- Federated Momentum Contrastive Clustering ↗Runxuan Miao, Erdem Koyuncu18 citations
- Heterogeneous Graph Neural Networks using Self-supervised Reciprocally Contrastive Learning ↗Cuiying Huo, Dongxiao He, Yawen Li et al.18 citations
- Analysing Utterances in LLM-Based User Simulation for Conversational Search ↗Ivan Sekulić, Mohammad Aliannejadi, Fábio Crestani16 citations
- Beware of Words: Evaluating the Lexical Diversity of Conversational LLMs using ChatGPT as Case Study ↗Gonzalo Martínez, José Alberto Hernández, Javier Conde et al.16 citations
- MHGCN+: Multiplex Heterogeneous Graph Convolutional Network ↗Chaofan Fu, Pengyang Yu, Yanwei Yu et al.16 citations
- DNSRF: Deep Network-based Semi-NMF Representation Framework ↗Dexian Wang, Tianrui Li, Ping Deng et al.15 citations
- A Game-theoretic Framework for Privacy-preserving Federated Learning ↗Xiaojin Zhang, Lixin Fan, Siwei Wang et al.14 citations
- Multimodal Large Language Model with LoRA Fine-Tuning for Multimodal Sentiment Analysis ↗Jie Mu, Wei Wang, Wenqi Liu et al.14 citations
- Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation ↗Nanxu Gong, Wangyang Ying, Dongjie Wang et al.14 citations
- A Federated Social Recommendation Approach with Enhanced Hypergraph Neural Network ↗Hongliang Sun, Zhiying Tu, Dianbo Sui et al.13 citations
- Ensuring Fairness and Gradient Privacy in Personalized Heterogeneous Federated Learning ↗Cody Lewis, Vijay Varadharajan, Nasimul Noman et al.13 citations
- Mitigating Recommendation Biases via Group-Alignment and Global-Uniformity in Representation Learning ↗Miaomiao Cai, Min Hou, Lei Chen et al.13 citations
- Optimal Treatment Strategies for Critical Patients with Deep Reinforcement Learning ↗Simi Job, Xiaohui Tao, Lin Li et al.13 citations
- RANGO: A Novel Deep Learning Approach to Detect Drones Disguising from Video Surveillance Systems ↗Jin Han, Yun-Feng Ren, Alessandro Brighente et al.13 citations
- Decentralized Federated Recommendation with Privacy-aware Structured Client-level Graph ↗Zhitao Li, Zhaohao Lin, Feng Liang et al.12 citations
- Efficiently Gluing Pre-Trained Language and Vision Models for Image Captioning ↗Peipei Song, Yuanen Zhou, Xun Yang et al.12 citations
- Evolving Knowledge Graph Representation Learning with Multiple Attention Strategies for Citation Recommendation System ↗Jhih-Chen Liu, Chiao-Ting Chen, Chi Lee et al.12 citations
- Self-supervised Text Style Transfer Using Cycle-Consistent Adversarial Networks ↗Moreno La Quatra, Giuseppe Gallipoli, Luca Cagliero12 citations
- A Novel Blockchain-based Responsible Recommendation System for Service Process Creation and Recommendation ↗Tieliang Gao, Li Duan, Lufeng Feng et al.11 citations
- Bayesian Strategy Networks Based Soft Actor-Critic Learning ↗Qin Yang, Ramviyas Nattanmai Parasuraman11 citations
- KGDA: A Knowledge Graph Driven Decomposition Approach for Cellular Traffic Prediction ↗Jiahui Gong, Tong Li, Huandong Wang et al.11 citations
- SiG: A Siamese-Based Graph Convolutional Network to Align Knowledge in Autonomous Transportation Systems ↗Mai HAO, Ming Cai, Minghui Fang et al.11 citations
- Temporal Implicit Multimodal Networks for Investment and Risk Management ↗Gary Ang, Ee‐Peng Lim11 citations
- VesNet: A Vessel Network for Jointly Learning Route Pattern and Future Trajectory ↗Fenyu Jiang, Huandong Wang, Yong Li11 citations
- AMT-CDR: A Deep Adversarial Multi-Channel Transfer Network for Cross-Domain Recommendation ↗Kezhi Lu, Qian Zhang, Danny Hughes et al.10 citations
- Balanced Quality Score: Measuring Popularity Debiasing in Recommendation ↗Erica Coppolillo, Marco Minici, Ettore Ritacco et al.10 citations
- Efficient Federated Learning Using Dynamic Update and Adaptive Pruning with Momentum on Shared Server Data ↗Ji Liu, Juncheng Jia, Hong Zhang et al.10 citations
- Intermediary-Generated Bridge Network for RGB-D Cross-Modal Re-Identification ↗Jingjing Wu, Richang Hong, Shengeng Tang10 citations
- Quantum Informative Analysis in Smart Power Distribution ↗Tariq Ahamed Ahanger, Munish Bhatia, Abdulaziz Aldaej10 citations
- A Unified Framework for Analyzing Textual Context and Intent in Social Media ↗Jothi Prakash V, S. Arul Antran Vijay9 citations
- AVENUE: A Novel Deepfake Detection Method Based on Temporal Convolutional Network and rPPG Information ↗Lokendra Birla, Trishna Saikia, Puneet Gupta9 citations
- Fairness-Driven Private Collaborative Machine Learning ↗Dana Pessach, Tamir Tassa, Erez Shmueli9 citations
- MGRR-Net: Multi-level Graph Relational Reasoning Network for Facial Action Unit Detection ↗Xuri Ge, Joemon M. Jose, Songpei Xu et al.9 citations
- Score-based Graph Learning for Urban Flow Prediction ↗Pengyu Wang, Xucheng Luo, Wenxin Tai et al.9 citations
- DESIGN: Online Device Selection and Edge Association for Federated Synergy Learning-enabled AIoT ↗Shucun Fu, Fang Dong, Dian Shen et al.8 citations
- Detecting Misinformation on Social Media using Community Insights and Contrastive Learning ↗Oguzhan Ozcelik, Çağrı Toraman, Fazlı Can8 citations
- Physics-Based Abnormal Trajectory Gap Detection ↗Arun Sharma, Subhankar Ghosh, Shashi Shekhar8 citations
- Surveying More Than Two Decades of Music Information Retrieval Research on Playlists ↗Giovanni Gabbolini, Derek Bridge8 citations
- BeGin: Extensive Benchmark Scenarios and an Easy-to-use Framework for Graph Continual Learning ↗Jihoon Ko, Shinhwan Kang, Taehyung Kwon et al.7 citations
- Developing Time Series Forecasting Models with Generative Large Language Models ↗Juan Morales-García, Antonio Llanes, Francisco Arcas-Túnez et al.7 citations
- Guidelines for the Regularization of Gammas in Batch Normalization for Deep Residual Networks ↗Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang et al.7 citations
- Neural Methods for Data-to-text Generation ↗Mandar Sharma, Ajay Kumar Gogineni, Naren Ramakrishnan7 citations
- Overcoming Diverse Undesired Effects in Recommender Systems: A Deontological Approach ↗Paula Gómez Duran, Pere Gilabert, Santi Seguí et al.7 citations
- Adaptive Intention Learning for Session-Based Recommendation ↗Qingbo Zhang, Xiaochun Yang, Hao Chen et al.6 citations
- Advancing Attribution-Based Neural Network Explainability through Relative Absolute Magnitude Layer-Wise Relevance Propagation and Multi-Component Evaluation ↗Davor Vukadin, Petar Afrić, Marin Šilić et al.6 citations
- Counterfactual Graph Convolutional Learning for Personalized Recommendation ↗Meng Jian, Yulong Bai, Xusong Fu et al.6 citations
- Discovering Expert-Level Air Combat Knowledge via Deep Excitatory-Inhibitory Factorized Reinforcement Learning ↗Haiyin Piao, Shengqi Yang, Hechang Chen et al.6 citations
- Exploring Dataset Bias and Scaling Techniques in Multi-Source Gait Biomechanics: An Explainable Machine Learning Approach ↗Sophie Fleischmann, Simon Dietz, Julian Shanbhag et al.6 citations
- HydraGAN: A Cooperative Agent Model for Multi-Objective Data Generation ↗Chance DeSmet, Diane J. Cook6 citations
- M2SKD: Multi-to-Single Knowledge Distillation of Real-Time Epileptic Seizure Detection for Low-Power Wearable Systems ↗Saleh Baghersalimi, Alireza Amirshahi, Farnaz Forooghifar et al.6 citations
- Robust Recommender Systems with Rating Flip Noise ↗Shanshan Ye, Jie Lü6 citations
- The Social Cognition Ability Evaluation of LLMs: A Dynamic Gamified Assessment and Hierarchical Social Learning Measurement Approach ↗Qin Ni, Yangze Yu, Yiming Ma et al.6 citations
- Break Out of a Pigeonhole: A Unified Framework for Examining Miscalibration, Bias, and Stereotype in Recommender Systems ↗Yongsu Ahn, Yu‐Ru Lin5 citations
- CACTUS: A Comprehensive Abstraction and Classification Tool for Uncovering Structures ↗Luca Gherardini, Varun Ravi Varma, Karol Capała et al.5 citations
- Cascaded Alternating Refinement Transformer for Few-Shot Medical Image Segmentation ↗Ziming Cheng, Yazhou Zhu, Shidong Wang et al.5 citations
- Counterfactual Explainer for Deep Reinforcement Learning Models using Policy Distillation ↗Amir Samadi, Konstantinos Koufos, Kurt Debattista et al.5 citations
- Fast and Accurate Evacuation Planning Algorithm with Bayesian Optimization ↗Junpei Tokunaga, Yuki Kikukawa, Hiroyuki Ebara et al.5 citations
- FastRx: Exploring Fastformer and Memory-Augmented Graph Neural Networks for Personalized Medication Recommendations ↗Tai Tan Phan, Ling Chen, Chun-Hung Chen et al.5 citations
- GCFExplainer: Global Counterfactual Explainer for Graph Neural Networks ↗Mert Kosan, Zexi Huang, Sourav Medya et al.5 citations
- Learning Cross-modality Interaction for Robust Depth Perception of Autonomous Driving ↗Yunji Liang, Nengzhen Chen, Zhiwen Yu et al.5 citations
- MedNER: Enhanced Named Entity Recognition in Medical Corpus via Optimized Balanced and Deep Active Learning ↗Yan Zhuang, Junyan Zhang, Ruogu Lu et al.5 citations
- Misinformation Resilient Search Rankings with Webgraph-Based Interventions ↗Peter Carragher, Evan Williams, Kathleen M. Carley5 citations
- Multimodal Dialogue Systems via Capturing Context-aware Dependencies and Ordinal Information of Semantic Elements ↗Weidong He, Zhi Li, Hao Wang et al.5 citations
- Privacy-Preserving and Diversity-Aware Trust-based Team Formation in Online Social Networks ↗Yash Mahajan, Jin-Hee Cho, Ing-Ray Chen5 citations
- RCCNet: A Spatial-Temporal Neural Network Model for Logistics Delivery Timely Rate Prediction ↗Jinhui Yi, Huan Yan, Haotian Wang et al.5 citations
- A Meta-Learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning ↗Xiaojin Zhang, Yan Kang, Lixin Fan et al.4 citations
- A Novel Intelligent Video Surveillance System Using Low-Traffic Scene-Preserving Video Anonymization ↗Jungwoo Huh, Jiwoo Kang, Jongwook Woo et al.4 citations
- A Trustworthy and Responsible Decision-Making Framework for Resource Management in Food–Energy–Water Nexus: A Control-Theoretical Approach ↗Süleyman Uslu, Davinder Kaur, Samuel J. Rivera et al.4 citations
- Adapting to My User, Engaging with My Robot: An Adaptive Affective Architecture for a Social Assistive Robot ↗Marcos Maroto Gómez, Matthew Lewis, Álvaro Castro‐González et al.4 citations
- Analysing the Predictability of Language Model Performance ↗Wout Schellaert, Fernando Martínez‐Plumed, José Hernández‐Orallo4 citations
- Deconfounded Cross-modal Matching for Content-based Micro-video Background Music Recommendation ↗Jing Yi, Zhenzhong Chen4 citations
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