🚩 About Me

Yangfu Zhu/朱洋甫 is currently a postdoctoral teaching fellow in Mathematics at Capital Normal University. Before that, I received my PH.D. (2020.09- 2024.06) in Computer Science at Beijing University of Posts and Telecommunications (BUPT), advised by Prof. Bin Wu. I got my Master’s degree (2017.09- 2020.06) at Chongqing University of Posts and Telecommunications (CQUPT), advised by Prof. Yunpeng Xiao and Prof. Zuocheng Wang.

My research lies in machine learning, data mining, and social computing. During my Ph.D., I’m researching the computer-psychology interdisciplinary field, specifically personality computing.

• Graph Mining and Learning: (Graph neural network, Information dissemination in social networks )
• Human-Centered NLP: (User-generated document analysis, Social de-biasing )
• Multimodal Learning: (Personality computing, Cultural computing, Fake news detection )
• Psychological Assessment of LLMs
  

📝 Publications

2025

• Interesting Culture: Social Relation Recognition from Videos via Culture De-confounding.
  Yuxuan Zhang, Yangfu Zhu, Haorui Wang, Bin Wu*.
  Findings of EMNLP, 2025 （ACCEPT, CCF-B, 自然语言处理顶会）
  

• Cause and Effect: Video Social Relationship Recognition from Causal Perspective.
  Yuxuan_Zhang, Bo Wang, Yu Du, Yangfu Zhu, Haorui Wang， HaoruiWang, Guangyao Su, Tao Zhou, Bin Wu* .
  ACM MM, 2025 （ACCEPT, CCF-A, 多媒体顶会）
  

• Learning Causally Disentangled Representations for Fair Personality Detection.
  Yangfu Zhu, Meiling Li, Yuting Wei, Di Liu, Yuqing Li, and Bin Wu*.
  IJCAI, 2025 （ACCEPT, CCF-A, 人工智能顶会）
  

• A diachronic language model for long-time span classical Chinese.
  Yuting Wei, Meiling Li, Yangfu Zhu, Yuanxing Xu, Yuqing Li, Bin Wu*.
  Information Processing & Management, 2025: 103925. （CCF-B, 中科院一区）
  

• A general debiasing framework with counterfactual reasoning for multimodal public speaking anxiety detection.
  Tingting Zhang, Yangfu Zhu, Bin Wu, Chunping Zheng, Jiachen Tan, Zihua Xiong.
  _ Neural Networks 2025: 107314_ （CCF-B, 中科院一区）
  

2024

• Data Augmented Graph Neural Networks for Personality Detection.
  Yangfu Zhu, Yue Xia, Meiling Li, Tingting Zhang, and Bin Wu*.
  AAAI, 2024：664-672. （CCF-A, 人工智能顶会）
  

• Enhancing Multimodal Depression Detection with Intra- and Inter-Sample Contrastive Learning.
  Meiling Li, Yuting Wei, Yangfu Zhu, Siqi Wei, Bin Wu*.
  Information Sciences, 2024. （CCF-B, 中科院一区）
  

• 文本人格检测研究综述.
  朱洋甫, 李美玲,谭嘉辰, 吴斌*.
  计算机科学, 2024 （CCF-B,中文期刊）
  

• A cross-temporal contrastive disentangled model for ancient Chinese understanding.
  Yuting Wei, Yangfu Zhu, Ting Bai, Bin Wu*.
  Neural Networks, 2024: 106559. （CCF-B, 中科院一区）
  

• HG-PerCon: Cross-view contrastive learning for personality prediction..
  Meiling Li, Yangfu Zhu, Shicheng Li, Bin Wu*.
  Neural Networks, 2024: 169: 542-554. （CCF-B, 中科院一区）
  

• Prompt-Enhanced Prototype Framework for Few-shot Event Detection.
  Xu Liu, Xinming Chen, Yangfu Zhu, Bin Wu*.
  IJCNN, 2024: 1-8. （CCF-C, 会议）
  

• Knowledge-enhanced Multi-Granularity Interaction Network for Political Perspective Detection.
  Xinming Chen, Xu Liu, Yuanxin Xu, Yangfu Zhu, Bin Wu*.
  IJCNN, 2024: 1-8. （CCF-C, 会议）
  

• Knowledge-guided Transformer for Joint Theme and Emotion Classification of Chinese Classical Poetry.
  Yuting Wei, Linmei Hu, Yangfu Zhu, Bin Wu*.
  Transactions on Audio, Speech and Language Processing,2024. （CCF-B, 自然语言处理顶刊）
  

2023

• AC-EVAL: Evaluating Ancient Chinese Language Understanding in Large Language Models.
  Yuting Wei, Yuanxing Xu, Xinru Wei, Simin Yang, Yangfu Zhu, Yuqing Li, Di Liu, Bin Wu*.
  EMNLP 2024 Findings.（CCF-B, 自然语言处理顶会）
  

• PCENet: Psychological Clues Exploration Network for Multimodal Personality Assessment.
  Yangfu Zhu, Yuting Wei, Meiling Li, Tingting Zhang, Siqi Wei, Bin Wu*.
  CIKM, 2023: 3667-3676. （CCF-B, 数据挖掘顶会）
  

• Shifted GCN-GAT and Cumulative-Transformer based Social Relation Recognition for Long Videos.
  Haorui Wang, Yibo Hu, Yangfu Zhu, Jinsheng Qi, Bin Wu*.
  ACM MM, 2023: 67-76. （CCF-A, 多媒体顶会）
  

• 基于知识引导变换器的古诗主题与情感联合分析.
  魏钰婷, 胡琳梅, 朱洋甫, 吴斌*.
  中文信息学报, 2023 （CCF-B,中文期刊）
  

• Self-adaptive Prompt-tuning for Event Extraction in Ancient Chinese Literature.
  Jingyi Zhang, Yuting Wei, Yangfu Zhu, Bin Wu*.
  IJCNN, 2023: 1-8. （CCF-C, 会议）
  

2022

• Contrastive Graph Transformer Network for Personality Detection.
  Yangfu Zhu, Linmei Hu, Xinkai Ge, Wanrong Peng, Bin Wu*.
  IJCAI, 2022: 4559-4565. （CCF-A, 人工智能顶会）
  

• A lexical psycholinguistic knowledge-guided graph neural network for interpretable personality detection.
  Yangfu Zhu, Linmei Hu, Nianwen Ning, Wei Zhang, Bin Wu*.
  Knowledge Based Systems, 2022: 249: 108952. （SCI, 中科院一区）
  

• A Personality Knowledge Graph for Personality Analysis.
  Yangfu Zhu, Zhanming Guan, Siqi Wei, Bin Wu*.
  IEEE SMC, 2022: 580-585. （CCF-C, 会议）
  

• Social Topic Diffusion Model Based on Rumor and Anti-Rumor and Motivation-Rumor.
  Xuemei Mou, Wei Xu, Yangfu Zhu, Yunpeng Xiao*.
  IEEE Transactions on Computational Social Systems, 2022 （ 社会计算顶刊）
  

• Dynamic graph neural network for fake news detection.
  Chengguang Song, Yiyang Teng,Yangfu Zhu, Siqi Wei, Bin Wu*.
  Neurocomputing, 2022, 505: 362-374.（ 中科院二区）
  

2020

• User behavior prediction of social hotspots based on multimessage interaction and neural network.
  Yunpeng Xiao*, Jinghua Li, Yangfu Zhu, Qian Li.
  IEEE Transactions on Computational Social Systems, 2020 （社会计算顶刊）
  

📚 Academic Service

• Conference Reviewer/ PC Member
  SIGIR (2025); IJCAI (2023); MM (2023-2025); WWW(2024); WSDM(2026); DASFFA (2024); ICASSP (2023-2024)
  
• Journal Reviewer
  TNNLS; TCSS; KBS; NCAA; ASOC
  

🎖 Honors and Awards

• National Scholarship Award of China, 2022 Fall
  (only 5 winners in School of Computer Science, BUPT)