IEEE Transactions on Affective Computing

Article	Citations
ECPEC: Emotion-Cause Pair Extraction in Conversations	1189
Automatic Estimation of Action Unit Intensities and Inference of Emotional Appraisals	717
Progressive Masking Oriented Self-Taught Learning for Occluded Facial Expression Recognition	436
Sparse Emotion Dictionary and CWT Spectrogram Fusion With Multi-Head Self-Attention for Depression Recognition in Parkinson's Disease Patients	310
CAETFN: Context Adaptively Enhanced Text-Guided Fusion Network for Multimodal Sentiment Analysis	304
CausalSymptom: Learning Causal Disentangled Representation for Depression Severity Estimation on Transcribed Clinical Interviews	300
From EEG to Eye Movements: Cross-Modal Emotion Recognition Using Constrained Adversarial Network With Dual Attention	288
Mouse-Cursor Tracking: Simple Scoring Algorithms That Make it Work	256
ATTSF-Net: Attention-Based Similarity Fusion Network for Audio-Visual Emotion Recognition	232
Does Gamified Breath-Biofeedback Promote Adherence, Relaxation, and Skill Transfer in the Wild?	212
Perceived Conversation Quality in Spontaneous Interactions	203
A High-Quality Landmarked Infrared Eye Video Dataset (IREye4Task): Eye Behaviors, Insights and Benchmarks for Wearable Mental State Analysis	196
Towards Contrastive Context-Aware Conversational Emotion Recognition	173
Hug Synchronization Enhances Social Presence and Prosociality in Computer-Mediated Communication	164
Major Depressive Disorder Detection Using Graph Domain Adaptation With Global Message-Passing Based on EEG Signals	150
DGC-Link: Dual-Gate Chebyshev Linkage Network on EEG Emotion Recognition	150
The Acoustically Emotion-Aware Conversational Agent With Speech Emotion Recognition and Empathetic Responses	147
Mechanoreceptive Aβ Primary Afferents Discriminate Naturalistic Social Touch Inputs at a Functionally Relevant Time Scale	144
Classifying Suicide-Related Content and Emotions on Twitter Using Graph Convolutional Neural Networks	141
A Neuroadaptive Digital Twin System for Emotion Recognition and Socio-Emotional Training in Autistic Children	138
Computational Empathy in Affective LLMs: Architectures, Evaluation, and Clinical Deployment Challenges	134
Cost-Sensitive Boosting Pruning Trees for Depression Detection on Twitter	133
Identity-Free Artificial Emotional Intelligence via Micro-Gesture Understanding	130
Creating an Affective Robot That Feels Both Touch and Emotion	120
Vision Transformer With Attentive Pooling for Robust Facial Expression Recognition	116

The Diagnosis Method of Major Depressive Disorder Using Wavelet Coherence and State-Pathology Separation Network	115
MPRNet: A Temporal-Aware Cross-Modal Encoding Framework for Personality Recognition	113
When is a Haptic Message Like an Inside Joke? Digitally Mediated Emotive Communication Builds on Shared History	112
AM-ConvBLS: Adaptive Manifold Convolutional Broad Learning System for Cross-Session and Cross-Subject Emotion Recognition	112
Learning Users Inner Thoughts and Emotion Changes for Social Media Based Suicide Risk Detection	111
Real-World Classification of Student Stress and Fatigue Using Wearable PPG Recordings	111
Facial Image-Based Automatic Assessment of Equine Pain	107
Hierarchical Multiscale Recurrent Neural Networks for Detecting Suicide Notes	105
EEG Microstates and fNIRS Metrics Reveal the Spatiotemporal Joint Neural Processing Features of Human Emotions	104
Enhancing Cross-Dataset EEG Emotion Recognition: A Novel Approach With Emotional EEG Style Transfer Network	96
Continuous Emotion Ambiguity Prediction: Modeling With Beta Distributions	88
An Efficient Framework for Constructing Speech Emotion Corpus Based on Integrated Active Learning Strategies	87
Transformer-Based Self-Supervised Multimodal Representation Learning for Wearable Emotion Recognition	86
UBFC-Phys: A Multimodal Database For Psychophysiological Studies of Social Stress	84
PainFormer: A Vision Foundation Model for Automatic Pain Assessment	83
A Multi-Componential Approach to Emotion Recognition and the Effect of Personality	80
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities?	80
A Classification Framework for Depressive Episode Using R-R Intervals From Smartwatch	78
Emotion Arousal Assessment Based on Multimodal Physiological Signals for Game Users	77
Brain-Machine Enhanced Intelligence for Semi-Supervised Facial Emotion Recognition	77
Smart Affect Monitoring With Wearables in the Wild: An Unobtrusive Mood-Aware Emotion Recognition System	76
The Deep Method: Towards Computational Modeling of the Social Emotion Shame Driven by Theory, Introspection, and Social Signals	76
Subjective Fear in Virtual Reality: A Linear Mixed-Effects Analysis of Skin Conductance	74
SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals	73
EmoAgent: A Multi-Agent Framework for Diverse Affective Image Manipulation	73
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations	73
TouchTales: A Care-Centered Protocol for Recognizing Authentic Emotion From Naturalistic Touching and Telling	72
Analyzing Emotions and Engagement During Cognitive Stimulation Group Training With the Pepper Robot	72
Video-Based Cross-Domain Emotion Recognition Via Sample-Graph Relations Self-Distillation	71
Towards Cyberbullying Detection: Building, Benchmarking and Longitudinal Analysis of Aggressiveness and Conflicts/Attacks Datasets From Twitter	67
Non-Invasive Measurement of Trust in Group Interactions	66
Improved Video Emotion Recognition With Alignment of CNN and Human Brain Representations	66
Computation of Sensory-Affective Relationships Depending on Material Categories of Pictorial Stimuli	64
An Enroll-to-Verify Approach for Cross-Task Unseen Emotion Class Recognition	63
MECA: Manipulation With Emotional Intensity-Aware Contrastive Learning and Attention-Based Discriminative Learning	63
SEED-VII: A Multimodal Dataset of Six Basic Emotions With Continuous Labels for Emotion Recognition	62
Effects of Algorithmic Transparency on User Experience and Physiological Responses in Affect-Aware Task Adaptation	62
Rethinking Emotion Annotations in the Era of Large Language Models	60
Dynamic Confidence-Aware Multi-Modal Emotion Recognition	60
Towards Efficient and Robust Linguistic Emotion Diagnosis for Mental Health via Multi-Agent Instruction Refinement	60
InterARM: Interpretable Affective Reasoning Model for Multimodal Sarcasm Detection	58
miMamba: EEG-Based Emotion Recognition With Multi-Scale Inverted Mamba Models	58
SMIN: Semi-Supervised Multi-Modal Interaction Network for Conversational Emotion Recognition	58
A Micro-Expression Recognition Network Based on Attention Mechanism and Motion Magnification	57
GHA: A Gated Hierarchical Attention Mechanism for the Detection of Abusive Language in Social Media	57
LGSNet: A Two-Stream Network for Micro- and Macro-Expression Spotting With Background Modeling	56
Fusion and Discrimination: A Multimodal Graph Contrastive Learning Framework for Multimodal Sarcasm Detection	56
TFAGL: A Novel Agent Graph Learning Method Using Time-Frequency EEG for Major Depressive Disorder Detection	56
CMCRD: Cross-Modal Contrastive Representation Distillation for Emotion Recognition	56
Age Against the Machine: How Age Relates to Listeners’ Ability to Recognize Emotions in Robots’ Semantic-Free Utterances	56

Nasal Dominance and Nostril Breathing Variability: Potential Biomarkers of Acute Stress	56
Nonverbal Leadership in Joint Full-Body Improvisation	55
Guest Editorial Extremely Low-Resource Autonomous Affective Learning	55
Guest Editorial: Special Issue on Affective Speech and Language Synthesis, Generation, and Conversion	54
Few-Shot Learning in Emotion Recognition of Spontaneous Speech Using a Siamese Neural Network With Adaptive Sample Pair Formation	53
An EEG-Based Multi-Source Domain Knowledge Transfer Framework for Cross-Session and Cross-Subject Emotion Recognition	52
Annotate Smarter, not Harder: Using Active Learning to Reduce Emotional Annotation Effort	52
AMuSeD: An Attentive Deep Neural Network for Multimodal Sarcasm Detection Incorporating Bimodal Data Augmentation	52
Emotion Transition Recognition Using Multimodal Physiological Signal Fusion	51
How many raters do we need? Analyses of uncertainty in estimating ambiguity-aware emotion labels	51
Modeling Category Semantic and Sentiment Knowledge for Aspect-Level Sentiment Analysis	51
Multi-Label and Multimodal Classifier for Affective States Recognition in Virtual Rehabilitation	51
Partial Label Learning for Emotion Recognition From EEG	51
Combining Neural Empathy-Aware Behavior Trees with Knowledge Graphs for Affective Human-AI Teaming	51
A New Perspective on Stress Detection: An Automated Approach for Detecting Eustress and Distress	50
Methodology to Assess Quality, Presence, Empathy, Attitude, and Attention in 360-degree Videos for Immersive Communications	50
Emotion Recognition Using Affective Touch: A Survey	50
Dynamical Causal Graph Neural Network for EEG Emotion Recognition	49
Context Effect Guided Multi-Source Awareness Framework for Dynamic Facial Expression Recognition	49
Objective Class-Based Micro-Expression Recognition Under Partial Occlusion Via Region-Inspired Relation Reasoning Network	49
Long Short-Term Memory Network Based Unobtrusive Workload Monitoring With Consumer Grade Smartwatches	49
AGILE: Attribute-Guided Identity Independent Learning for Facial Expression Recognition	48
Facial Depression Recognition by Deep Joint Label Distribution and Metric Learning	47
Multi-Party Conversation Modeling for Emotion Recognition	47
An Analysis of Physiological and Psychological Responses in Virtual Reality and Flat Screen Gaming	47
Exploring Complexity of Facial Dynamics in Autism Spectrum Disorder	47
Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition	46
Group Synchrony for Emotion Recognition Using Physiological Signals	46
Hierarchical Shared Encoder With Task-Specific Transformer Layer Selection for Emotion-Cause Pair Extraction	46
Dual-Channel Retrieval-Augmented In-Context Learning for Comparative Opinion Mining	45
Exploring Spontaneous Facial Micro-Expressions in On-Road Driver Behavior	45
Prompt-Guided Domain Generalization for EEG Emotion Recognition	44
A Feature-Level Framework for Evaluating Demographic Biases in Facial Expression Recognition Models	44
The Rhythm of Flow: Detecting Facial Expressions of Flow Experiences Using CNNs	43
Geometric Graph Representation With Learnable Graph Structure and Adaptive AU Constraint for Micro-Expression Recognition	43
Prediction of Depression Severity Based on the Prosodic and Semantic Features With Bidirectional LSTM and Time Distributed CNN	43
Text-Based Fine-Grained Emotion Prediction	42
EEG Feature Selection via Global Redundancy Minimization for Emotion Recognition	42
Hierarchical Encoding and Fusion of Brain Functions for Depression Subtype Classification	42
Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features	42
Public Opinion Crisis Management via Social Media Mining	42
Facial Expression Recognition for Chinese Elderly Using Edge and Semantic Features Dual Path Network With Two-Step Transfer Learning	42
Aspect-Based Sentiment Quantification	42
Ordinal Logistic Regression With Partial Proportional Odds for Depression Prediction	41
MTADA: A Multi-Task Adversarial Domain Adaptation Network for EEG-Based Cross-Subject Emotion Recognition	41
Contradicted by the Brain: Predicting Individual and Group Preferences via Brain-Computer Interfacing	41
Exploring the Role of Randomization on Belief Rigidity in Online Social Networks	40
MCGC-Net: Multi-Scale Controllable Graph Convolutional Network on Music Emotion Recognition	40
MoDE: Improving Mixture of Depression Experts With Mutual Information Estimator for Depression Detection	40
Improving Emotion and Intent Understanding in Multimodal Conversations With Progressive Interaction	39
Leveraging Social Media for Real-Time Interpretable and Amendable Suicide Risk Prediction With Human-in-The-Loop	39
Sifting Truth From Spectacle! A Multimodal Hindi Dataset for Misinformation Detection With Emotional Cues and Sentiments	39
Estimating Affective Taste Experience Using Combined Implicit Behavioral and Neurophysiological Measures	39
STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition	39
Datasets of Smartphone Modalities for Depression Assessment: A Scoping Review	38
A Dual-Branch Dynamic Graph Convolution Based Adaptive TransFormer Feature Fusion Network for EEG Emotion Recognition	38
Versatile Audio-Visual Learning for Emotion Recognition	36
Boosting Micro-Expression Recognition via Self-Expression Reconstruction and Memory Contrastive Learning	36
Classification of Interbeat Interval Time-Series Using Attention Entropy	35
Self-Supervised ECG Representation Learning for Emotion Recognition	35
R2G$^{3}$ Net: A Novel Hierarchical Spatial-Temporal Neural Network With a Regional-to-Global Fusion Mechanism for Multimodal Emotion Recognition	35
Integrating Deep Facial Priors Into Landmarks for Privacy Preserving Multimodal Depression Recognition	35
SMSAT: An Acoustic Dataset and Multi-Feature Deep Contrastive Learning Framework for Affective and Physiological Modeling of Spiritual Meditation	35
EmoTake: Exploring Drivers’ Emotion for Takeover Behavior Prediction	35
Emotion Distribution Learning Based on Peripheral Physiological Signals	35
Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition	35
Theory of Mind Abilities Predict Robot's Gaze Effects on Object Preference	34
Survey of Deep Representation Learning for Speech Emotion Recognition	33
A Spontaneous Driver Emotion Facial Expression (DEFE) Dataset for Intelligent Vehicles: Emotions Triggered by Video-Audio Clips in Driving Scenarios	33
FERMixNet: An Occlusion Robust Facial Expression Recognition Model With Facial Mixing Augmentation and Mid-Level Representation Learning	33
MERGE: A Bimodal Audio-Lyrics Dataset for Static Music Emotion Recognition	33
Lexicon-Based Sentiment Convolutional Neural Networks for Online Review Analysis	33
From What You See to What We Smell: Linking Human Emotions to Bio-Markers in Breath	33
Emotion Expression in Human Body Posture and Movement: A Survey on Intelligible Motion Factors, Quantification and Validation	33
Facial-Based Heterogeneous Graph Representation Learning for Autism Spectrum Disorder Detection	33
Capturing Dynamic Fear Experiences in Naturalistic Contexts: An Ecologically Valid fMRI Signature Integrating Brain Activation and Connectivity	32
Comparative Analysis of Physiological and Speech Signals for State Anxiety Detection in University Students in STEM	32
The Role of Preprocessing for Word Representation Learning in Affective Tasks	32
I Enjoy Writing and Playing, Do You?: A Personalized and Emotion Grounded Dialogue Agent Using Generative Adversarial Network	31
Charting the Unspoken: Causal Inference-Guided LLM Augmentation for Emotion Recognition in Conversation	31

Progressive Multi-Source Domain Adaptation for Personalized Facial Expression Recognition	31
Stimulus-Response Pattern: The Core of Robust Cross-Stimulus Facial Depression Recognition	31
Towards Emotion-Aware Agents for Improved User Satisfaction and Partner Perception in Negotiation Dialogues	31
SalMIM: Saliency-Guided Masked Image Modeling Network for Visual Emotion Analysis	31
Semantic and Emotional Dual Channel for Emotion Recognition in Conversation	31
Enhanced Dynamic Representation via Gradient-Motion Modeling for Micro-Expression Recognition	30
The Pixels and Sounds of Emotion: General-Purpose Representations of Arousal in Games	30
Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition?	30
Distant Handshakes: Conveying Social Intentions Through Multi-Modal Soft Haptic Gloves	30
Fake News, Real Emotions: Emotion Analysis of COVID-19 Infodemic in Weibo	29
A Survey of Textual Emotion Recognition and Its Challenges	29
Emotion Recognition From Few-Channel EEG Signals by Integrating Deep Feature Aggregation and Transfer Learning	29
CorMulT: A Semi-Supervised Modality Correlation-Aware Multimodal Transformer for Sentiment Analysis	29
Exploring Emotion Expression Recognition in Older Adults Interacting With a Virtual Coach	29
Automatic Emotion Recognition in Clinical Scenario: A Systematic Review of Methods	29
Modeling Multimodal Depression Diagnosis From the Perspective of Local Depressive Representation	28
ST-SNN-DSFE: A Spatio-Temporal Hybrid Network for EEG-based Emotion Recognition	28
Deep Learning for Micro-Expression Recognition: A Survey	28
Multi-Order Networks for Action Unit Detection	28
Efficient Multimodal Transformer With Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis	28
Affective Touch via Haptic Interfaces: A Sequential Indentation Approach	28
Decoding Dyslexia, One Emotion at a Time: An AI-Powered Generative Framework	28
Hierarchical Knowledge Stripping for Multimodal Sentiment Analysis	28
Mixture-of-Expert Large Language Models for Text-Based Personality Assessment From Asynchronous Video Interviews	28
Short and Long Range Relation Based Spatio-Temporal Transformer for Micro-Expression Recognition	28
An Effective 3D Text Recurrent Voting Generator for Metaverse	28
Behavioral and Physiological Signals-Based Deep Multimodal Approach for Mobile Emotion Recognition	28
Emotion Intensity and its Control for Emotional Voice Conversion	28
Unconstrained Facial Expression Recognition With No-Reference De-Elements Learning	27
Derived Topic Propagation Model Based on Topic Relevance and User Sentiment	27
Transformer-Based Physiological Emotion Recognition for Autism Intervention Support	27
Personalized Federated Learning for Session-Based Affective Interaction Modeling	27
Multi-Modal Sarcasm Detection and Humor Classification in Code-Mixed Conversations	27
Toward Multimodal Sentiment Analysis via Contrastive Cross-Modal Retrieval Augmentation and Hierachical Prompts	27
Mutual Information Based Fusion Model (MIBFM): Mild Depression Recognition Using EEG and Pupil Area Signals	26
VyaktitvaNirdharan: Multimodal Assessment of Personality and Trait Emotional Intelligence	26
DECEPTIcON: Bridging Gaps in In-the-Wild Deception Research	26
Empathetic Response Generation Through Multi-Modality	26
Emotion Embeddings — Learning Stable and Homogeneous Abstractions From Heterogeneous Affective Datasets	25
Collecting Mementos: A Multimodal Dataset for Context-Sensitive Modeling of Affect and Memory Processing in Responses to Videos	25
Percussion and Instrumentation in Music Emotion Recognition: A Feature Engineering Approach	25
Incorporating Forthcoming Events and Personality Traits in Social Media Based Stress Prediction	25
Effects of Physiological Signals in Different Types of Multimodal Sentiment Estimation	25
A Residual Multi-Scale Convolutional Neural Network With Transformers for Speech Emotion Recognition	25
Emotions Like Human: Self-Supervised Emotion Label Augmentation for Emotion Recognition in Conversation	24
Recognizing, Fast and Slow: Complex Emotion Recognition With Facial Expression Detection and Remote Physiological Measurement	24
Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition	24
SCARE: A Novel Framework to Enhance Chinese Harmful Memes Detection	24
Step-Wise Prompting Meets Uncertainty-Aware Dynamic Fusion for Robust EEG-Visual Emotion Recognition	24
SLAB: A Self-supervised Label Generation Framework to Reduce Annotation Overhead	24
Deep Learning Techniques for Text-Based Emotional Response Generation: A Systematic Review	24
Learning to Rank Onset-Occurring-Offset Representations for Micro-Expression Recognition	24
Social Image–Text Sentiment Classification With Cross-Modal Consistency and Knowledge Distillation	24
Facial Expression Animation by Landmark Guided Residual Module	24
Persuasion-Induced Physiology as Predictor of Persuasion Effectiveness	23
Emotion Dependent Domain Adaptation for Speech Driven Affective Facial Feature Synthesis	23
Affective Dynamics and Cognition During Game-Based Learning	23
LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition Using Graph Neural Networks	23
LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-Based Emotion Recognition	23
A Multi-Level Alignment and Cross-Modal Unified Semantic Graph Refinement Network for Conversational Emotion Recognition	23
STREL - Naturalistic Dataset and Methods for Studying Mental Stress and Relaxation Patterns in Critical Leading Roles	22
Towards Participant-Independent Stress Detection Using Instrumented Peripherals	22
Effective Connectivity Based EEG Revealing the Inhibitory Deficits for Distracting Stimuli in Major Depression Disorders	22
Interview-Based Depression Detection Using LLM-Based Text Restatement and Emotion Lexicon	22
Global Entity Relationship Enhancement Network for Multimodal Sarcasm Detection	22
Implicit Knowledge and Emotional Cues-Enhanced Multimodal Sarcasm Detection Model	22
Autonomic Modulations to Cardiac Dynamics in Response to Affective Touch: Differences Between Social Touch and Self-Touch	22
Mind AI's Mind: A Clinically Aligned Explainable AI Pipeline for Depression Diagnosis via Large Language Models	22
Bootstrap Wayfinding Questions to Elicit Emotion Shift Reasoning with Large Language Models	21
SynSem-ASTE: An Enhanced Multi-Encoder Network for Aspect Sentiment Triplet Extraction With Syntax and Semantics	21
Empathetic Conversational Systems: A Review of Current Advances, Gaps, and Opportunities	21
Detection and Identification of Choking Under Pressure in College Tennis Based Upon Physiological Parameters, Performance Patterns, and Game Statistics	21
Beyond Overfitting: Doubly Adaptive Dropout for Generalizable AU Detection	21
AT2GRU: A Human Emotion Recognition Model With Mitigated Device Heterogeneity	21
Unsupervised Time-Aware Sampling Network With Deep Reinforcement Learning for EEG-Based Emotion Recognition	20
Affective-ROPTester: Capability and Bias Analysis of LLMs in Predicting Retinopathy of Prematurity	20
Multi-Stage Graph Fusion Networks for Major Depressive Disorder Diagnosis	20
Mental Stress Assessment in the Workplace: A Review	20
Conveying Emotions Through Device-Initiated Touch	20
Neuro or Symbolic? Fine-Tuned Transformer With Unsupervised LDA Topic Clustering for Text Sentiment Analysis	20
Editorial	19
Multimodal Functional Maximum Correlation for Emotion Recognition	19
Detecting Mental Disorders in Social Media Through Emotional Patterns - The Case of Anorexia and Depression	19
Guest Editorial Neurosymbolic AI for Sentiment Analysis	19
Examining Emotion Perception Agreement in Live Music Performance	19
CSE-GResNet: A Simple and Highly Efficient Network for Facial Expression Recognition	19
EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention	19
MDN: A Deep Maximization-Differentiation Network for Spatio-Temporal Depression Detection	19
RVISA: Reasoning and Verification for Implicit Sentiment Analysis	18
Enhancing EEG-Based Decision-Making Performance Prediction by Maximizing Mutual Information Between Emotion and Decision-Relevant Features	18
An Interaction Network Based on Multiscale Spatiotemporal Feature Fusion for Depression Prediction	18
Towards Multimodal Prediction of Spontaneous Humor: A Novel Dataset and First Results	18
Facial Expression Recognition With Vision Transformer Using Fused Shifted Windows	18
EEG-Based Emotion Recognition via Neural Architecture Search	18
SeeNet: A Soft Emotion Expert and Data Augmentation Method to Enhance Speech Emotion Recognition	17