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Wenjie Zheng (郑文杰)

PhD Student
Nanjing University of Science and Technology

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Email: wjzheng@njust.edu.cn

Biography

I am a three-year PhD student in computer science at the Nanjing University of Science and Technology (NJUST) advised by Prof. Rui Xia and Assoc. Prof. Jianfei Yu.


My current research interests focus on multimodal learning and affective computing, particularly in emotion recognition and mental health analysis.


Selected Publications

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Towards Explainable Multimodal Depression Recognition for Clinical Interviews
Wenjie Zheng, Qiming Xie, Zengzhi Wang, Jianfei Yu, and Rui Xia
arXiv 2025, Code

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A Unimodal Valence-Arousal Driven Contrastive Learning Framework for Multimodal Multi-Label Emotion Recognition
Wenjie Zheng, Jianfei Yu, and Rui Xia
ACM MM 2024 (Oral, AR: 174/4385 = 3.97% ), Code, Slides

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A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations
Wenjie Zheng, Jianfei Yu, Rui Xia, and Shijin Wang
ACL 2023, Code, 中文解读

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Hyperbolic hierarchical knowledge graph embeddings for link prediction in low dimensions
Wenjie Zheng, Wenxue Wang, Fulan Qian, and Shu Zhao
arXiv 2024

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Hyperbolic Graph Wavelet Neural Network
Wenjie Zheng, Guofeng Zhang, Xiaoran Zhao, Zhikang Feng, Lekang Song, and Huaizhen Kou
Tsinghua Science and Technology 2024

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M-GWNN: Multi-granularity graph wavelet neural networks for semi-supervised node classification
Wenjie Zheng, Fulan Qian, Shu Zhao, and Yanping Zhang
Neurocomputing 2021

Academic Services

Honors and Awards



Last update: 2025.02.03