Conversational emotion recognition studies based on graph convolutional neural networks and a dependent syntactic analysis. - Yuntao Shou; Tao Meng; Wei Ai 001; Sihan Yang; Keqin Li 001 (Neurocomputing, 2022)

A Two-Stage Multimodal Emotion Recognition Model Based on Graph Contrastive Learning. - Wei Ai 001; Fuchen Zhang; Tao Meng; Yuntao Shou; Hongen Shao; Keqin Li 001 (ICPADS, 2023)

GraphUnet: Graph Make Strong Encoders for Remote Sensing Segmentation. - Yuntao Shou; Wei Ai 001; Tao Meng; Fuchen Zhang; Keqin Li 001 (ICPADS, 2023)

Masked Contrastive Graph Representation Learning for Age Estimation. - Yuntao Shou; Xiangyong Cao; Deyu Meng (CoRR, 2023)

A Low-rank Matching Attention based Cross-modal Feature Fusion Method for Conversational Emotion Recognition. - Yuntao Shou; Xiangyong Cao; Deyu Meng; Bo Dong 001; Qinghua Zheng (CoRR, 2023)

CZL-CIAE: CLIP-driven Zero-shot Learning for Correcting Inverse Age Estimation. - Yuntao Shou; Wei Ai 001; Tao Meng; Keqin Li 001 (CoRR, 2023)

Graph Information Bottleneck for Remote Sensing Segmentation. - Yuntao Shou; Wei Ai 001; Tao Meng (CoRR, 2023)

A Comprehensive Survey on Multi-modal Conversational Emotion Recognition with Deep Learning. - Yuntao Shou; Tao Meng; Wei Ai 001; Nan Yin; Keqin Li 001 (CoRR, 2023)

DER-GCN: Dialogue and Event Relation-Aware Graph Convolutional Neural Network for Multimodal Dialogue Emotion Recognition. - Wei Ai 001; Yuntao Shou; Tao Meng; Keqin Li 001 (CoRR, 2023)

Adversarial Representation with Intra-Modal and Inter-Modal Graph Contrastive Learning for Multimodal Emotion Recognition. - Yuntao Shou; Tao Meng; Wei Ai 001; Keqin Li 001 (CoRR, 2023)

Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion. - Yuntao Shou; Tao Meng; Fuchen Zhang; Nan Yin; Keqin Li 001 (CoRR, 2024)

Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum. - Tao Meng; Fuchen Zhang; Yuntao Shou; Wei Ai 001; Nan Yin; Keqin Li 001 (CoRR, 2024)

Efficient Long-distance Latent Relation-aware Graph Neural Network for Multi-modal Emotion Recognition in Conversations. - Yuntao Shou; Wei Ai 001; Jiayi Du; Tao Meng; Haiyan Liu (CoRR, 2024)

SpeGCL: Self-supervised Graph Spectrum Contrastive Learning without Positive Samples. - Yuntao Shou; Xiangyong Cao; Deyu Meng (CoRR, 2024)

MCSFF: Multi-modal Consistency and Specificity Fusion Framework for Entity Alignment. - Wei Ai 001; Wen Deng; Hongyi Chen; Jiayi Du; Tao Meng; Yuntao Shou (CoRR, 2024)

Graph Contrastive Learning via Cluster-refined Negative Sampling for Semi-supervised Text Classification. - Wei Ai 001; Jianbin Li; Ze Wang; Jiayi Du; Tao Meng; Yuntao Shou; Keqin Li 001 (CoRR, 2024)

SEG:Seeds-Enhanced Iterative Refinement Graph Neural Network for Entity Alignment. - Wei Ai 001; Yinghui Gao; Jianbin Li; Jiayi Du; Tao Meng; Yuntao Shou; Keqin Li 001 (CoRR, 2024)

Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction. - Yuntao Shou; Peiqiang Yan; Xingjian Yuan; Xiangyong Cao; Qian Zhao 002; Deyu Meng (CoRR, 2024)

Contrastive Multi-graph Learning with Neighbor Hierarchical Sifting for Semi-supervised Text Classification. - Wei Ai 001; Jianbin Li; Ze Wang; Yingying Wei; Tao Meng; Yuntao Shou; Keqin Li 001 (CoRR, 2024)

Dynamic Graph Neural Ordinary Differential Equation Network for Multi-modal Emotion Recognition in Conversation. - Yuntao Shou; Tao Meng; Wei Ai 001; Keqin Li 001 (CoRR, 2024)

SE-GCL: An Event-Based Simple and Effective Graph Contrastive Learning for Text Representation. - Tao Meng; Wei Ai 001; Jianbin Li; Ze Wang; Yuntao Shou; Keqin Li 001 (CoRR, 2024)

Edge-enhanced minimum-margin graph attention network for short text classification. - Wei Ai 001; Yingying Wei; Hongen Shao; Yuntao Shou; Tao Meng; Keqin Li 001 (Expert Syst. Appl., 2024)

Adversarial alignment and graph fusion via information bottleneck for multimodal emotion recognition in conversations. - Yuntao Shou; Tao Meng; Wei Ai 001; Fuchen Zhang; Nan Yin; Keqin Li 001 (Inf. Fusion, 2024)

Masked Graph Learning With Recurrent Alignment for Multimodal Emotion Recognition in Conversation. - Tao Meng; Fuchen Zhang; Yuntao Shou; Hongen Shao; Wei Ai 001; Keqin Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

A multi-message passing framework based on heterogeneous graphs in conversational emotion recognition. - Tao Meng; Yuntao Shou; Wei Ai 001; Jiayi Du; Haiyan Liu; Keqin Li 001 (Neurocomputing, 2024)

A multi-view mask contrastive learning graph convolutional neural network for age estimation. - Yiping Zhang; Yuntao Shou; Tao Meng; Wei Ai 001; Keqin Li 001 (Knowl. Inf. Syst., 2024)

Deep Imbalanced Learning for Multimodal Emotion Recognition in Conversations. - Tao Meng; Yuntao Shou; Wei Ai 001; Nan Yin; Keqin Li 001 (IEEE Trans. Artif. Intell., 2024)

Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum. - Wei Ai 001; Fuchen Zhang; Yuntao Shou; Tao Meng; Haowen Chen; Keqin Li 001 (AAAI, 2025)

Dynamic Graph Neural ODE Network for Multi-modal Emotion Recognition in Conversation. - Yuntao Shou; Tao Meng; Wei Ai 001; Keqin Li 001 (COLING, 2025)

GSDNet: Revisiting Incomplete Multimodality-Diffusion Emotion Recognition from the Perspective of Graph Spectrum. - Yuntao Shou; Jun Yao; Tao Meng; Wei Ai 001; Cen Chen 002; Keqin Li 001 (IJCAI, 2025)

Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-Guidance Fusion. - Yuntao Shou; Tao Meng; Wei Ai 001; Keqin Li 001 (ECML/PKDD (4), 2025)

Enhancing domain adaptation for plant diseases detection through Masked Image Consistency in Multi-Granularity Alignment. - Guinan Guo; Songning Lai; Qingyang Wu; Yuntao Shou; Wenxu Shi (Expert Syst. Appl., 2025)

LRA-GNN: Latent Relation-Aware Graph Neural Network with initial and Dynamic Residual for facial age estimation. - Yiping Zhang; Yuntao Shou; Wei Ai 001; Tao Meng; Keqin Li 001 (Expert Syst. Appl., 2025)

SDR-GNN: Spectral Domain Reconstruction Graph Neural Network for incomplete multimodal learning in conversational emotion recognition. - Fangze Fu; Wei Ai 001; Fan Yang 044; Yuntao Shou; Tao Meng; Keqin Li 001 (Knowl. Based Syst., 2025)

Contrastive Graph Representation Learning with Adversarial Cross-View Reconstruction and Information Bottleneck. - Yuntao Shou; Haozhi Lan; Xiangyong Cao (Neural Networks, 2025)

Masked contrastive graph representation learning for age estimation. - Yuntao Shou; Xiangyong Cao; Huan Liu 012; Deyu Meng (Pattern Recognit., 2025)

A Low-Rank Matching Attention Based Cross-Modal Feature Fusion Method for Conversational Emotion Recognition. - Yuntao Shou; Huan Liu 012; Xiangyong Cao; Deyu Meng; Bo Dong 001 (IEEE Trans. Affect. Comput., 2025)

GroupFace: Imbalanced Age Estimation Based on Multi-Hop Attention Graph Convolutional Network and Group-Aware Margin Optimization. - Yiping Zhang; Yuntao Shou; Wei Ai 001; Tao Meng; Keqin Li 001 (IEEE Trans. Inf. Forensics Secur., 2025)

DER-GCN: Dialog and Event Relation-Aware Graph Convolutional Neural Network for Multimodal Dialog Emotion Recognition. - Wei Ai 001; Yuntao Shou; Tao Meng; Keqin Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

GSDNet: Revisiting Incomplete Multimodal-Diffusion from Graph Spectrum Perspective for Conversation Emotion Recognition. - Yuntao Shou; Jun Yao; Tao Meng; Wei Ai 001; Cen Chen 002; Keqin Li 001 (CoRR, 2025)

SE-GNN: Seed Expanded-Aware Graph Neural Network With Iterative Optimization for Semi-Supervised Entity Alignment. - Tao Meng; Shuo Shan; Hongen Shao; Yuntao Shou; Wei Ai 001; Keqin Li 001 (IEEE Trans. Knowl. Data Eng., 2025)

Multimodal Large Language Models Meet Multimodal Emotion Recognition and Reasoning: A Survey. - Yuntao Shou; Tao Meng; Wei Ai 001; Keqin Li 001 (CoRR, 2025)