ACM Transactions on Intelligent Systems and Technology

Article	Citations
Introduction to the Special Issue on the Federated Learning: Algorithms, Systems, and Applications: Part 1	761
Popularity Bias in Correlation Graph-based API Recommendation for Mashup Creation	394
Steering-by-example for Progressive Visual Analytics	299
Second-order Confidence Network for Early Classification of Time Series	186
Improving Faithfulness and Factuality with Contrastive Learning in Explainable Recommendation	135
Deep Causal Reasoning for Recommendations	91
Privacy Preservation for Trajectory Publication Based on Differential Privacy	79
Robust Learning under Hybrid Noise	68
Evaluating Large Language Models as Virtual Annotators for Time-series Physical Sensing Data	68
Hierarchical Pruning of Deep Ensembles with Focal Diversity	65
Prediction for Sensor-Less Locations Using Multi-View Graph Fusion Approach with Approximation Module: A Case Study on Dengue Fever Risk Sensor	65
Route Optimization via Environment-Aware Deep Network and Reinforcement Learning	63
Aspect-Enhanced Explainable Recommendation with Multi-modal Contrastive Learning	62
Cost-aware Best Arm Identification in Stochastic Bandits	56
Towards Predicting Urban Land Use Changes: A Dynamic Graph Alignment Perspective	53
Multimodal Dialogue Systems via Capturing Context-aware Dependencies and Ordinal Information of Semantic Elements	53
3D-Guided Frontal Face Generation for Pose-Invariant Recognition	53
Configure Your Federation: Hierarchical Attention-enhanced Meta-Learning Network for Personalized Federated Learning	50
Discovering Causes of Traffic Congestion via Deep Transfer Clustering	47
Towards a Greener and Fairer Transportation System: A Survey of Route Recommendation Techniques	42
Decentralized Online Learning: Take Benefits from Others’ Data without Sharing Your Own to Track Global Trend	39
Generating Daily Activities with Need Dynamics	35
PRO-MTL : Parameterized Route Optimization using Multi-Task Learning	32
How do Large Language Models understand Genes and Cells	31
Incorporation of Data-Mined Knowledge into Black-Box SVM for Interpretability	30

VesNet: A Vessel Network for Jointly Learning Route Pattern and Future Trajectory	30
Auto-weighted Robust Federated Learning with Corrupted Data Sources	30
Reinforcement Learning for Quantitative Trading	30
What Your Next Check-in Might Look Like: Next Check-in Behavior Prediction	29
VSumVis: Interactive Visual Understanding and Diagnosis of Video Summarization Model	28
Detecting and Analyzing Collusive Entities on YouTube	28
WC-SBERT: Zero-Shot Topic Classification Using SBERT and Light Self-Training on Wikipedia Categories	27
Relation Constrained Capsule Graph Neural Networks for Non-Rigid Shape Correspondence	26
Adapting to My User, Engaging with My Robot: An Adaptive Affective Architecture for a Social Assistive Robot	26
Physics-Based Abnormal Trajectory Gap Detection	25
Introduction to the Special Issue on Intelligent Trajectory Analytics: Part I	24
Local Edge Dynamics and Opinion Polarization	24
Deep Reinforcement Learning-based Trajectory Pricing on Ride-hailing Platforms	24
SiG: A Siamese-Based Graph Convolutional Network to Align Knowledge in Autonomous Transportation Systems	23
A Novel Intelligent Video Surveillance System Using Low-Traffic Scene-Preserving Video Anonymization	23
Ensuring Fairness and Gradient Privacy in Personalized Heterogeneous Federated Learning	23
QATCH: Automatic Evaluation of SQL-Centric Tasks on Proprietary Data	23
Joint Structural-Functional Brain Graph Transformer	21
GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning	21
Deep Learning Embedded into Smart Traps for Fruit Insect Pests Detection	20
Federated Learning for Electronic Health Records	19
The Privacy Issue of Counterfactual Explanations: Explanation Linkage Attacks	19
Prior Knowledge Constrained Adaptive Graph Framework for Partial Label Learning	18
Hybrid Representation and Decision Fusion towards Visual-textual Sentiment	18
Collaborative Local-Global Learning for Temporal Action Proposal	18
Developing Time Series Forecasting Models with Generative Large Language Models	18
Shifting Capsule Networks from the Cloud to the Deep Edge	18
A Camera Identity-guided Distribution Consistency Method for Unsupervised Multi-target Domain Person Re-identification	18
Demand-driven Urban Facility Visit Prediction	18
Modeling Within-Basket Auxiliary Item Recommendation with Matchability and Ubiquity	17
A GDPR-compliant Ecosystem for Speech Recognition with Transfer, Federated, and Evolutionary Learning	17
Disease Simulation in Airport Scenario Based on Individual Mobility Model	17
Federated Social Recommendation with Graph Neural Network	16
Unsupervised Outlier Detection with Reinforced Noise Discriminator	16
The OARF Benchmark Suite: Characterization and Implications for Federated Learning Systems	16
Self-supervised Text Style Transfer Using Cycle-Consistent Adversarial Networks	15
Data-driven Targeted Advertising Recommendation System for Outdoor Billboard	15
Selecting and Composing Learning Rate Policies for Deep Neural Networks	14
DNSRF: Deep Network-based Semi-NMF Representation Framework	14
Reconstructing Turbulent Flows Using Spatio-temporal Physical Dynamics	14
COVID-GAN+: Estimating Human Mobility Responses to COVID-19 through Spatio-temporal Generative Adversarial Networks with Enhanced Features	14
Deep Reinforcement Learning for Parameter Tuning of Robot Visual Servoing	14
MetaDetector: Meta Event Knowledge Transfer for Fake News Detection	14
Dual Graph Convolution Architecture Search for Travel Time Estimation	14
FEIR: Quantifying and Reducing Envy and Inferiority for Fair Recommendation of Limited Resources	14
Graph Sequence Neural Network with an Attention Mechanism for Traffic Speed Prediction	14
Hyper-Laplacian Regularized Multi-View Clustering with Exclusive L21 Regularization and Tensor Log-Determinant Minimization Approach	14
SAug: Structural Imbalance Aware Augmentation for Graph Neural Networks	14
Exploring the Risky Travel Area and Behavior of Car-hailing Service	13
Gray-Box Shilling Attack: An Adversarial Learning Approach	13

Recommender System-Induced Eating Disorder Relapse: Harmful Content and the Challenges of Responsible Recommendation	13
FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction	13
Tucker Decomposition-Enhanced Dynamic Graph Convolutional Networks for Crowd Flows Prediction	13
Asymmetrical Attention Networks Fused Autoencoder for Debiased Recommendation	13
Predicting Future Locations with Semantic Trajectories	12
The Evaluation Framework and Benchmark for Large Language Models in the Government Affairs Domain	12
POLLA: Enhancing the Local Structure Awareness in Long Sequence Spatial-temporal Modeling	12
Deep Learning Inferencing with High-performance Hardware Accelerators	11
Utility-aware and Privacy-preserving Trajectory Synthesis Model that Resists Social Relationship Privacy Attacks	11
BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation	11
Fairness and Bias in Algorithmic Hiring: A Multidisciplinary Survey	11
Neural Topic Modeling via Discrete Variational Inference	11
Internal Rehearsals for a Reconfigurable Robot to Improve Area Coverage Performance	11
Cost-sensitive Tensor-based Dual-stage Attention LSTM with Feature Selection for Data Center Server Power Forecasting	11
Nationwide Air Pollution Forecasting with Heterogeneous Graph Neural Networks	10
FLEE: A Hierarchical Federated Learning Framework for Distributed Deep Neural Network over Cloud, Edge, and End Device	10
Ranking the Transferability of Adversarial Examples	10
Robust Recommender Systems with Rating Flip Noise	10
A Survey on Evaluation of Large Language Models	10
DIRECT: Dual Interpretable Recommendation with Multi-aspect Word Attribution	10
Human Pose Transfer with Augmented Disentangled Feature Consistency	10
Empowering Predictive Modeling by GAN-based Causal Information Learning	10
Crowd Flow Prediction for Irregular Regions with Semantic Graph Attention Network	10
Introduction to the Special Issue on Deep Learning for Spatio-Temporal Data: Part 2	10
Cascaded Alternating Refinement Transformer for Few-shot Medical Image Segmentation	10
MHGCN+: Multiplex Heterogeneous Graph Convolutional Network	10
A Comprehensive Approach to On-board Autonomy Verification and Validation	9
Probing the Symbolic Logical Reasoning Ability of Large Language Models	9
Cascade Transformer for Hierarchical Semantic Reasoning in Text-Based Visual Question Answering	9
TreeSketchNet: From Sketch to 3D Tree Parameters Generation	9
D e ME t RIS: Counting (near)-Cliques by Crawling	9
Adaptive Intention Learning for Session-Based Recommendation	9
MVST: A Multi-View Spatial-Temporal Model for Fine-Grained Crime Prediction	9
Significant DBSCAN+: Statistically Robust Density-based Clustering	9
Multi-agent Reinforcement Learning-based Adaptive Heterogeneous DAG Scheduling	9
StarFL: Hybrid Federated Learning Architecture for Smart Urban Computing	9
Semi-Synchronous Federated Learning for Energy-Efficient Training and Accelerated Convergence in Cross-Silo Settings	8
Modeling Complementarity in Behavior Data with Multi-Type Itemset Embedding	8
MedNER: Enhanced Named Entity Recognition in Medical Corpus via Optimized Balanced and Deep Active Learning	8
A System for Automated Industrial Test Laboratory Scheduling	8
Multimodal Spatio-Temporal Prediction with Stochastic Adversarial Networks	8
Recent Few-shot Object Detection Algorithms: A Survey with Performance Comparison	8
Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation	8
OptiRet-Net: An Optimized Low-Light Image Enhancement Technique for CV-Based Applications in Resource-Constrained Environments	8
Real-time Road Network Optimization with Coordinated Reinforcement Learning	8
Retrieving Continuous-Time Event Sequences Using Neural Temporal Point Processes with Learnable Hashing	8
A Bibliometric Review of Large Language Models Research from 2017 to 2023	8
Detecting Extreme Traffic Events Via a Context Augmented Graph Autoencoder	8
Bayesian Strategy Networks Based Soft Actor-Critic Learning	8
Quintuple-based Representation Learning for Bipartite Heterogeneous Networks	8
E 2 Storyline: Visualizing the Relationship with Triplet Entities and Event Discovery	8
TAML: A Traffic-aware Multi-task Learning Model for Estimating Travel Time	7
Qrowdsmith: Enhancing Paid Microtask Crowdsourcing with Gamification and Furtherance Incentives	7
Weakly Supervised Video Object Segmentation via Dual-attention Cross-branch Fusion	7
A Holistic Approach for Role Inference and Action Anticipation in Human Teams	7
Explaining Neural News Recommendation with Attributions onto Reading Histories	7
A Survey on Graph Representation Learning Methods	7
Efficient Federated Learning Using Dynamic Update and Adaptive Pruning with Momentum on Shared Server Data	7
Improving Availability of Vertical Federated Learning: Relaxing Inference on Non-overlapping Data	7
Optimal Treatment Strategies for Critical Patients with Deep Reinforcement Learning	7
RCCNet: A Spatial-Temporal Neural Network Model for Logistics Delivery Timely Rate Prediction	7
DDNAS: Discretized Differentiable Neural Architecture Search for Text Classification	7
Performance Evaluation of Aggregation-based Group Recommender Systems for Ephemeral Groups	7
Beyond Text: Multimodal Credibility Assessment Approaches for Online User-Generated Content	7
CGKPN: Cross-Graph Knowledge Propagation Network with Adaptive Connection for Reasoning-Based Machine Reading Comprehension	7
Federated Learning for Healthcare: Systematic Review and Architecture Proposal	7
JASRNet: Learning Joint Adaptive Sampling and Reconstruction for Depth Sensing	7
Question-Attentive Review-Level Explanation for Neural Rating Regression	7
A Unified Framework for Analyzing Textual Context and Intent in Social Media	7
Multivariate Correlation-aware Spatio-temporal Graph Convolutional Networks for Multi-scale Traffic Prediction	7
CLC: A Consensus-based Label Correction Approach in Federated Learning	6
Supply-Demand-aware Deep Reinforcement Learning for Dynamic Fleet Management	6
LLM-enhanced Multiple Instance Learning for Joint Rumor and Stance Detection with Social Context Information	6
GTAE: Graph Transformer–Based Auto-Encoders for Linguistic-Constrained Text Style Transfer	6
Break Out of a Pigeonhole: A Unified Framework for Examining Miscalibration, Bias, and Stereotype in Recommender Systems	6
Transformer-Enhanced Adaptive Graph Convolutional Network for Traffic Flow Prediction	6
Edge Manipulations for the Maximum Vertex-Weighted Bipartite b -matching	6
Adversarial Attacks on Deep Reinforcement Learning-based Traffic Signal Control Systems with Colluding Vehicles	6
Enriching Responses with Crowd-Sourced Knowledge for Task-Oriented Conversational Agents	6
HiGRN: A Hierarchical Graph Recurrent Network for Global Sea Surface Temperature Prediction	6

GPT-4V(ision) as A Social Media Analysis Engine	6
Meaning-Sensitive Text Data Augmentation with Intelligent Masking	6
Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring	6
Domain Generalization for Activity Recognition via Adaptive Feature Fusion	6
Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application	6
Enhancing Aspect Sentiment Classification with Dual-Channel Graph Convolutional Network	6
A Spatial and Adversarial Representation Learning Approach for Land Use Classification with POIs	6
Fair and Efficient Ridesharing: A Dynamic Programming-based Relocation Approach	6
An Explore–Exploit Workload-Bounded Strategy for Rare Event Detection in Massive Energy Sensor Time Series	6
No Free Lunch Theorem for Security and Utility in Federated Learning	6
Bayesian Attribute Bagging-Based Extreme Learning Machine for High-Dimensional Classification and Regression	6
Tapestry of Time and Actions: Modeling Human Activity Sequences Using Temporal Point Process Flows	5
EMG-Based Automatic Gesture Recognition Using Lipschitz-Regularized Neural Networks	5
Biomedical Information Retrieval with Positive-Unlabeled Learning and Knowledge Graphs	5
Privacy-preserving Point-of-interest Recommendation based on Simplified Graph Convolutional Network for Geological Traveling	5
A Review on Source Code Documentation	5
Highly Efficient Traffic Planning for Autonomous Vehicles to Cross Intersections Without a Stop	5
Improved Fake Reviews Detection Model Based on Vertical Ensemble Tri-Training and Active Learning	5
CACTUS: A Comprehensive Abstraction and Classification Tool for Uncovering Structures	5
Overcoming Diverse Undesired Effects in Recommender Systems: A Deontological Approach	5
Self-Adaptive Feature Transformation Networks for Object Detection in low luminance Images	5
Identifying Illicit Drug Dealers on Instagram with Large-scale Multimodal Data Fusion	5
Fully Linear Graph Convolutional Networks for Semi-Supervised and Unsupervised Classification	5
Special Issue on Responsible Recommender Systems Part 1	5
ONION: Online Semantic Autoencoder Hashing for Cross-Modal Retrieval	5
Robust Structure-Aware Graph-based Semi-Supervised Learning: Batch and Recursive Processing	5
Modeling N-ary Relational Knowledge Bases with Tensor Decomposition	5
Graph Contrastive Learning on Multi-label Classification for Recommendations	5
Explainable Product Classification for Customs	5
From Representation to Response: Assessing the Alignment of Large Language Models with Human Judgment Patterns	5
Deep Spatio-temporal Adaptive 3D Convolutional Neural Networks for Traffic Flow Prediction	5
Learning with Euler Collaborative Representation for Robust Pattern Analysis	5
Learning on Missing Tabular Data: Attention with Self-Supervision, Not Imputation, is All You Need	5
FLAME: Self-Supervised Low-Resource Taxonomy Expansion Using Large Language Models	5
ReuseKNN: Neighborhood Reuse for Differentially Private KNN-Based Recommendations	5
INN: An Interpretable Neural Network for AI Incubation in Manufacturing	5
AMT-CDR: A Deep Adversarial Multi-Channel Transfer Network for Cross-Domain Recommendation	5
Noise-aware Local Model Training Mechanism for Federated Learning	5
Instant Basketball Defensive Trajectory Generation	5
SubgroupTE: Advancing Treatment Effect Estimation with Subgroup Identification	5
Federated Clique Percolation for Privacy-preserving Overlapping Community Detection	5
S3-Net: A Fast Scene Understanding Network by Single-Shot Segmentation for Autonomous Driving	4
Performing Cancer Diagnosis via an Isoform Expression Ranking-based LSTM Model	4
Two-Level Optimization to Reduce Waiting Time at Locks in Inland Waterway Transportation	4
Nova : Value-based Negotiation of Norms	4
Adversarial Learning for Cross Domain Recommendations	4
GCFExplainer: Global Counterfactual Explainer for Graph Neural Networks	4
Efficiency and Performance Optimization in Large Language Models through IB Fine-Tuning	4
Integrated Image-Text Augmentation for Few-Shot Learning in Vision-Language Models	4
Reinforced PU-learning with Hybrid Negative Sampling Strategies for Recommendation	4
Federated Learning Survey: A Multi-Level Taxonomy of Aggregation Techniques, Experimental Insights, and Future Frontiers	4
Fast Real-Time Video Object Segmentation with a Tangled Memory Network	4
DESIGN: Online Device Selection and Edge Association for Federated Synergy Learning-enabled AIoT	4
Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing	4
Describing UI Screenshots in Natural Language	4
Mining Customers’ Changeable Electricity Consumption for Effective Load Forecasting	4
Can Interpretability of Deep Learning Models Detect Textual Adversarial Distribution?	4
Efficient Federated Matrix Factorization Against Inference Attacks	4
Empirical and Experimental Insights into Data Mining Techniques for Crime Prediction: A Comprehensive Survey	4
Defending against Poisoning Backdoor Attacks on Federated Meta-learning	4
Learning Cross-modality Interaction for Robust Depth Perception of Autonomous Driving	4
A Scale and Rotational Invariant Key-point Detector based on Sparse Coding	4
Adaptive Target Oriented Tracking	4
Knowledge Graph Enhanced Contextualized Attention-Based Network for Responsible User-Specific Recommendation	4
GenFighter: A Generative and Evolutive Textual Attack Removal	4
Relation-aware Graph Convolutional Networks for Multi-relational Network Alignment	4
MaNIACS : Approximate Mining of Frequent Subgraph Patterns through Sampling	4
Unsupervised Graph Representation Learning with Cluster-aware Self-training and Refining	4
Few-shot Named Entity Recognition: Definition, Taxonomy and Research Directions	4
MKEL: Multiple Kernel Ensemble Learning via Unified Ensemble Loss for Image Classification	3
Score-based Graph Learning for Urban Flow Prediction	3
Personalized Fashion Recommendations for Diverse Body Shapes with Contrastive Multimodal Cross-Attention Network	3
Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation	3
SignDS-FL: Local Differentially Private Federated Learning with Sign-based Dimension Selection	3
Intermediary-Generated Bridge Network for RGB-D Cross-Modal Re-Identification	3
Graph Neural Networks: Taxonomy, Advances, and Trends	3
Similar Trajectory Search with Spatio-Temporal Deep Representation Learning	3
Local Graph Edge Partitioning	3
Guidelines for the Regularization of Gammas in Batch Normalization for Deep Residual Networks	3
Inferring Real Mobility in Presence of Fake Check-ins Data	3
Deep Learning in Single-cell Analysis	3
Saliency Attack: Towards Imperceptible Black-box Adversarial Attack	3
Jointly Optimizing Expressional and Residual Models for 3D Facial Expression Removal	3
DeepExpress: Heterogeneous and Coupled Sequence Modeling for Express Delivery Prediction	3
Towards AI-Assisted Inclusive Language Writing in Italian Formal Communications	3
A Discriminant Information Theoretic Learning Framework for Multi-modal Feature Representation	3
HydraGAN: A Cooperative Agent Model for Multi-Objective Data Generation	3
Toward Ubiquitous Interaction-Attentive and Extreme-Aware Crowd Activity Level Prediction	3
Introduction to the Special Issue on Intelligent Trajectory Analytics: Part II	3
Hybrid Prompt Learning for Generating Justifications of Security Risks in Automation Rules	3
CAFE and SOUP: Toward Adaptive VDI Workload Prediction	3
Interpretable Imitation Learning with Symbolic Rewards	3
An Efficient Learning Framework for Federated XGBoost Using Secret Sharing and Distributed Optimization	3
Intrinsic Performance Influence-based Participant Contribution Estimation for Horizontal Federated Learning	3
AggEnhance: Aggregation Enhancement by Class Interior Points in Federated Learning with Non-IID Data	3