ACM Transactions on Intelligent Systems and Technology

Article	Citations
Hierarchical Pruning of Deep Ensembles with Focal Diversity	1777
Introduction to the Special Issue on the Federated Learning: Algorithms, Systems, and Applications: Part 1	428
Popularity Bias in Correlation Graph-based API Recommendation for Mashup Creation	347
Prediction for Sensor-Less Locations Using Multi-View Graph Fusion Approach with Approximation Module: A Case Study on Dengue Fever Risk Sensor	272
Robust Learning under Hybrid Noise	198
Improving Faithfulness and Factuality with Contrastive Learning in Explainable Recommendation	142
Modeling the Chaotic Semantic States of Generative Artificial Intelligence (AI): A Quantum Mechanics Analogy Approach	140
Steering-by-example for Progressive Visual Analytics	138
Spectraformer: A Unified Random Feature Framework for Transformer	115
Second-order Confidence Network for Early Classification of Time Series	104
Evaluating Large Language Models as Virtual Annotators for Time-Series Physical Sensing Data	99
Cross-Hierarchical Structure-Detail-Aware Transformer for Single Image Deblurring	98
Deep Causal Reasoning for Recommendations	91
Patch-Level Contrastive Learning for Improved Time Series Classification with Gramian Angular Field	87
Privacy Preservation for Trajectory Publication Based on Differential Privacy	74
Towards Predicting Urban Land Use Changes: A Dynamic Graph Alignment Perspective	73
Cost-aware Best Arm Identification in Stochastic Bandits	72
Decentralized Online Learning: Take Benefits from Others’ Data without Sharing Your Own to Track Global Trend	69
Multimodal Dialogue Systems via Capturing Context-aware Dependencies and Ordinal Information of Semantic Elements	60
Counter-Samples: A Stateless Strategy to Neutralize Black-Box Adversarial Attacks	57
Prompt-based Masked Language Modeling for Numerical Reasoning	51
3D-Guided Frontal Face Generation for Pose-Invariant Recognition	50
Discovering Causes of Traffic Congestion via Deep Transfer Clustering	49
Fusing Cross-Domain Knowledge from Multimodal Data to Solve Problems in the Physical World	48
Towards a Greener and Fairer Transportation System: A Survey of Route Recommendation Techniques	46

Corrigendum: An Unbiased Risk Estimator for Partial Label Learning with Augmented Classes	45
Aspect-Enhanced Explainable Recommendation with Multi-modal Contrastive Learning	42
Configure Your Federation: Hierarchical Attention-enhanced Meta-Learning Network for Personalized Federated Learning	40
Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion	40
PRO-MTL : Parameterized Route Optimization using Multi-Task Learning	39
Cross-User Federated Recommendation Unlearning	38
Cross-Region Graph Convolutional Network with Periodicity Shift Adaptation for Wide-Area SST Prediction	38
Generating Daily Activities with Need Dynamics	37
How Do Large Language Models Understand Genes and Cells	37
Reinforcement Learning for Quantitative Trading	36
AEKG4APT: An AI-Enhanced Knowledge Graph for Advanced Persistent Threats with Large Language Model Analysis	36
VesNet: A Vessel Network for Jointly Learning Route Pattern and Future Trajectory	36
Relation Constrained Capsule Graph Neural Networks for Non-Rigid Shape Correspondence	34
QATCH: Automatic Evaluation of SQL-Centric Tasks on Proprietary Data	33
A Novel Intelligent Video Surveillance System Using Low-Traffic Scene-Preserving Video Anonymization	33
WC-SBERT: Zero-Shot Topic Classification Using SBERT and Light Self-Training on Wikipedia Categories	32
Grounding Foundation Models through Federated Transfer Learning: A General Framework	30
Local Edge Dynamics and Opinion Polarization	30
Ensuring Fairness and Gradient Privacy in Personalized Heterogeneous Federated Learning	28
Deep Learning Embedded into Smart Traps for Fruit Insect Pests Detection	27
Physics-Based Abnormal Trajectory Gap Detection	27
GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning	27
Joint Structural-Functional Brain Graph Transformer	27
Deep Reinforcement Learning-based Trajectory Pricing on Ride-hailing Platforms	27
Incorporation of Data-Mined Knowledge into Black-Box SVM for Interpretability	25
Auto-weighted Robust Federated Learning with Corrupted Data Sources	25
Adapting to My User, Engaging with My Robot: An Adaptive Affective Architecture for a Social Assistive Robot	24
What Your Next Check-in Might Look Like: Next Check-in Behavior Prediction	24
Towards On-Device Personalization: Cloud-device Collaborative Data Augmentation for Efficient On-device Language Model	24
Demand-driven Urban Facility Visit Prediction	23
The Privacy Issue of Counterfactual Explanations: Explanation Linkage Attacks	23
The OARF Benchmark Suite: Characterization and Implications for Federated Learning Systems	23
SiG: A Siamese-Based Graph Convolutional Network to Align Knowledge in Autonomous Transportation Systems	23
Federated Learning for Electronic Health Records	23
Developing Time Series Forecasting Models with Generative Large Language Models	22
Unsupervised Outlier Detection with Reinforced Noise Discriminator	22
Balancing Cooperation and Competition: Selfish Worker Coalition Formation in Spatial Crowdsourcing	21
Data-driven Targeted Advertising Recommendation System for Outdoor Billboard	21
Disease Simulation in Airport Scenario Based on Individual Mobility Model	21
REMEND: Neural Decompilation for Reverse Engineering Math Equations from Binary Executables	21
Fighting Misinformation in Health News: DCNN-CapsNet for Cross-Domain Health Misinformation Detection	21
ROIS: Role-Based Multi-Agent Collaboration by Context-Time-Aware Information Sharing	21
Self-supervised Text Style Transfer Using Cycle-Consistent Adversarial Networks	20
Shifting Capsule Networks from the Cloud to the Deep Edge	20
Prior Knowledge Constrained Adaptive Graph Framework for Partial Label Learning	20
Hybrid Representation and Decision Fusion towards Visual-textual Sentiment	19
Modeling Within-Basket Auxiliary Item Recommendation with Matchability and Ubiquity	19
MetaDetector: Meta Event Knowledge Transfer for Fake News Detection	18
Federated Social Recommendation with Graph Neural Network	18
FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction	18

Urban Computing in the Era of Large Language Models	18
DNSRF: Deep Network-based Semi-NMF Representation Framework	17
Reconstructing Turbulent Flows Using Spatio-temporal Physical Dynamics	17
Beyond the Singularity Myth: Artificial General Intelligence as Cumulative Infrastructural Transformation	17
Matching Accounts on Blockchain via Pseudo Fine-tuning of Language Models	17
FEIR: Quantifying and Reducing Envy and Inferiority for Fair Recommendation of Limited Resources	17
Survey of Action Recognition, Spotting and Spatio-Temporal Localization in Soccer - Current Trends and Research Perspectives	17
Deep Reinforcement Learning for Parameter Tuning of Robot Visual Servoing	17
SAug: Structural Imbalance Aware Augmentation for Graph Neural Networks	17
COVID-GAN+: Estimating Human Mobility Responses to COVID-19 through Spatio-temporal Generative Adversarial Networks with Enhanced Features	16
Hyper-Laplacian Regularized Multi-View Clustering with Exclusive L21 Regularization and Tensor Log-Determinant Minimization Approach	16
Adversarial Face Database against Deep Learning-Enabled Reconstruction Attacks	16
Gray-Box Shilling Attack: An Adversarial Learning Approach	16
A Comprehensive Survey on Multi-View Classification: Methods, Applications, and Challenges	16
On Developing Explainable AI Evaluation Metrics for Image Classification using Borda Count and Multiple Correlation Techniques	15
Internal Rehearsals for a Reconfigurable Robot to Improve Area Coverage Performance	15
Selecting and Composing Learning Rate Policies for Deep Neural Networks	15
Asymmetrical Attention Networks Fused Autoencoder for Debiased Recommendation	15
Graph Sequence Neural Network with an Attention Mechanism for Traffic Speed Prediction	15
Neural Topic Modeling via Discrete Variational Inference	15
Tucker Decomposition-Enhanced Dynamic Graph Convolutional Networks for Crowd Flows Prediction	15
Dual Graph Convolution Architecture Search for Travel Time Estimation	15
The Evaluation Framework and Benchmark for Large Language Models in the Government Affairs Domain	14
Predicting Future Locations with Semantic Trajectories	14
Query Performance Prediction Using Neural Query Space Proximity	14
Recommender System-Induced Eating Disorder Relapse: Harmful Content and the Challenges of Responsible Recommendation	14
Utility-aware and Privacy-preserving Trajectory Synthesis Model that Resists Social Relationship Privacy Attacks	14
Fairness and Bias in Algorithmic Hiring: A Multidisciplinary Survey	13
Deep Learning Inferencing with High-performance Hardware Accelerators	13
Talking-DiSSM: Enhancing Temporal Consistency in Talking Face Video Generation with Bidirectional SSMs	13
Probing the Symbolic Logical Reasoning Ability of Large Language Models	13
Cost-sensitive Tensor-based Dual-stage Attention LSTM with Feature Selection for Data Center Server Power Forecasting	13
A Survey on Evaluation of Large Language Models	13
Ranking the Transferability of Adversarial Examples	13
Human Pose Transfer with Augmented Disentangled Feature Consistency	13
Crowd Flow Prediction for Irregular Regions with Semantic Graph Attention Network	13
HRGNN: Learning Holistically Robust Graph Neural Networks on Noisy Graphs with Label Scarcity	13
Nationwide Air Pollution Forecasting with Heterogeneous Graph Neural Networks	13
Introduction to the Special Issue on Deep Learning for Spatio-Temporal Data: Part 2	13
Learning to Hash Knowledge Graph: Element-wise Rotation	12
DIRECT: Dual Interpretable Recommendation with Multi-aspect Word Attribution	12
FLEE: A Hierarchical Federated Learning Framework for Distributed Deep Neural Network over Cloud, Edge, and End Device	12
Cascaded Alternating Refinement Transformer for Few-shot Medical Image Segmentation	12
MHGCN+: Multiplex Heterogeneous Graph Convolutional Network	12
Empowering Predictive Modeling by GAN-based Causal Information Learning	12
Robust Recommender Systems with Rating Flip Noise	12
MVST: A Multi-View Spatial-Temporal Model for Fine-Grained Crime Prediction	11
Personalized Learning Path Recommendation with Time-Aware Attention-Based Reinforcement Learning	11
A Bibliometric Review of Large Language Models Research from 2017 to 2023	11
Multi-agent Reinforcement Learning-based Adaptive Heterogeneous DAG Scheduling	11
DeMEtRIS: Counting (near)-Cliques by Crawling	11
Adaptive Intention Learning for Session-Based Recommendation	11
TreeSketchNet: From Sketch to 3D Tree Parameters Generation	11
Recent Few-shot Object Detection Algorithms: A Survey with Performance Comparison	11
A System for Automated Industrial Test Laboratory Scheduling	10
Cascade Transformer for Hierarchical Semantic Reasoning in Text-Based Visual Question Answering	10
Real-time Road Network Optimization with Coordinated Reinforcement Learning	10
Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation	10
Quintuple-based Representation Learning for Bipartite Heterogeneous Networks	10
Transformer Model Embedding Dual Stream for Modulation Classification of Short Signal Samples	10
Robust Neural Model for Searching over Incomplete Graphs	10
Detecting Extreme Traffic Events Via a Context Augmented Graph Autoencoder	10
RenHaze: A Coarse-to-Fine Rendering Framework for Improving Robustness to Haze	10
Semi-Synchronous Federated Learning for Energy-Efficient Training and Accelerated Convergence in Cross-Silo Settings	10
Retrieving Continuous-Time Event Sequences Using Neural Temporal Point Processes with Learnable Hashing	10
MedNER: Enhanced Named Entity Recognition in Medical Corpus via Optimized Balanced and Deep Active Learning	10
E 2 Storyline: Visualizing the Relationship with Triplet Entities and Event Discovery	10
Qrowdsmith: Enhancing Paid Microtask Crowdsourcing with Gamification and Furtherance Incentives	10
Improving Availability of Vertical Federated Learning: Relaxing Inference on Non-overlapping Data	9
Self-Supervised Learning for Clinical Time Series via Robust Optimization and Adaptive Data Augmentation	9
Beyond Text: Multimodal Credibility Assessment Approaches for Online User-Generated Content	9
A Survey on Graph Representation Learning Methods	9
Bayesian Strategy Networks Based Soft Actor-Critic Learning	9
Multimodal Spatio-Temporal Prediction with Stochastic Adversarial Networks	9
A Survey on Automatic Credibility Assessment Using Textual Credibility Signals in the Era of Large Language Models	9
CGKPN: Cross-Graph Knowledge Propagation Network with Adaptive Connection for Reasoning-Based Machine Reading Comprehension	9
Federated Learning for Healthcare: Systematic Review and Architecture Proposal	9
Efficient Federated Learning Using Dynamic Update and Adaptive Pruning with Momentum on Shared Server Data	9
OptiRet-Net: An Optimized Low-Light Image Enhancement Technique for CV-Based Applications in Resource-Constrained Environments	9
Performance Evaluation of Aggregation-based Group Recommender Systems for Ephemeral Groups	9

Multivariate Correlation-aware Spatio-temporal Graph Convolutional Networks for Multi-scale Traffic Prediction

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