I am currently pursuing my PhD in the Institute for Intelligent Collaborative Computing at UESTC (电子科技大学).

I was guided by Tao He and worked closely with Dongyang Zhang, Guiduo Duan and Siyu Zhan at Ubiquitous Intelligence and Trusted Services Key Laboratory of Sichuan Province.

My research interest includes multimodal perception, multimodal large model, emotion recognition, sentiment analysis. I have published 9+ papers

🔥 News

• 2025.11: 🎉 Two paper are accepted by AAAI 2026!
• 2025.03: 🎉 One paper is accepted by CVPR 2025!
• 2025.03: I created a new personal academic homepage.
• 2024.02: 🎉 One paper is accepted by COLING 2024!
• 2023.05: 🎉 One paper is accepted by ICANN 2023!

📝 Publications

🎙 Emotion Recognition

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 and accurate 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.

🤓 Aspect-based Sentiment Analysis

• 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 Learing

• 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

• 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.

🎖 Honors and Awards

• 2025.10 Academic Scholarship
• 2024.01 Silver Star Scholarship
• 2023.10 Academic Scholarship
• 2022.12 Second prize of the National University Computer Ability Challenge
• 2021.05 Huang Tingfang Scholarship

📖 Educations

• 2017.09 - 2021.06, Undergraduate, Henan University of Economics and Law, Zhengzhou.
• 2021.09 - 2024.06, Master, University of Electronic Science and Technology of China, Chengdu.
• 2024.09 - now, Phd, University of Electronic Science and Technology of China, Chengdu.