📝 Publications

† indicates the corresponding author

🧡 Affective Computing

AAAI 2026

TiCAL:Typicality-Based Consistency-Aware Learning for Multimodal Emotion Recognition
Wen Yin, Siyu Zhan, Cencen Liu, XIN Hu, Guiduo Duan, Xiurui Xie, Yuan-Fang Li, Tao He

• We propose TiCAL, a novel framework that performs dynamic multi-stage fusion by leveraging inter-modal consistency and unimodal typicality, mimicking human-like emotion perception.
• TiCAL assess unimodal emotional pseudo-labels and its typicality, then defined the modal consistency quantification matrix, enabling robust MER.

CVPR 2025

Knowledge-Aligned Counterfactual-Enhancement Diffusion Perception for Unsupervised Cross-Domain Visual Emotion Recognition
Wen Yin, Yong Wang , Guiduo Duan, Dongyang Zhang, Xin Hu, Yuan-Fang Li, Tao He

• We introduce Unsupervised Cross-Domain Visual Emotion Recognition (UCDVER).
• we propose a Knowledge-aligned Counterfactual enhancement Diffusion Perception (KCDP) framework to learn domain-agnostic knowledge across diverse emotion domains.

• ACL Finding 2026 CaM-HG: Causal-Enhanced MoE and Hypergraphs Network for Incomplete Multimodal Emotion Recognition in Conversations, Mingjian Yang, Yong Wang, Peng Liu, Wen Yin†.

• ICASSP 2026 DGSDNet: Dual-Graph Spectral Diffusion Network for Incomplete Multimodal Emotion Recognition in Conversations, Mingjian Yang, Yong Wang, Peng Liu, Wen Yin†.
• COLING 2024 SynPrompt: Syntax-aware Enhanced Prompt Engineering for Aspect-based Sentiment Analysis, Wen Yin, Cencen Liu, Yi Xu, Ahmad Raza Wahla, Huang Yiting, Dezhang Zheng.
• ICANN 2023 Prompt-oriented Fine-tuning Dual Bert for Aspect-Based Sentiment Analysis, Wen Yin, Yi Xu, Cencen Liu, Dezhang Zheng, Qi Wang, Chuanjie Liu

✨ Multimodal Perception and MLLM

• AAAI 2026 CaT-Diff: Cascaded Text-enhanced Diffusion Model for Time-Series Imputation, Changjian Xu, Yong Wang, Ruizheng Huang, Zhicheng Zhang, Wen Yin, Kexin Li .

Others

• ICASSP 2026 Toward Cross-Dataset Clothes-Changing Re-Identification via Efficient Decoupled Adaptive Matching, Wen Yin, Qiuran Li, …, Tao He.
• CVPR 2026 Can We Build Scene Graphs, Not Classify Them? FlowSG: Progressive Image-Conditioned Scene Graph Generation with Flow Matching, XIN Hu, Ke Qin, Wen Yin, …Tao He.
• CVPR Finding 2026 AlignVAR: Towards Globally Consistent Visual Autoregression for Image Super-Resolution, Cencen Liu, Dongyang Zhang, Wen Yin, Jielei Wang, Guangchun Luo.
• Neurocomputing SRMamba-T: Exploring the hybrid Mamba-Transformer network for Single Image Super-Resolution, Cencen Liu, Dongyang Zhang, Guoming Lu, Wen Yin, Jielei Wang, Guangchun Luo.
• ITNLP 2023 Structure-aware Table-to-Text Generation with Prefix-tuning, Cencen Liu, Yi Xu, Wen Yin, Dezhang Zheng.
• CISDS 2023 Increasing the Transferability of Adversarial Attack by Depthwise Separation Convolution, Xida Cao, Wen Yin, Guang Kou, Jia Chen.