Fuyu Xing | Carnegie Mellon University

About Me

I am a first-year MSc student in Information System Management at Carnegie Mellon University's Heinz College. I received BSc degree (1st class Hons) in Information Management and Information Systems from Xi'an jiaotong-Liverpool University (XJTLU) and University of Liverpool (UoL) in 2025. I am always open to collaborations, please feel free to reach out via email.

Research Interests

Natural Language Processing (NLP): Large Language Models (LLMs), Large Vision-Language Models (LVLMs), Information Extraction (IE)
AI Interpretability & Causality: Explainable AI, Causal Inference

News

[August. 2025] Our paper about LVLMs on event extraction is accepted to INLG 2025.
[Jun. 2025] Our paper about multilingual linguistic acceptability is accepted to CCL 2025.
[Jun. 2025] Our paper about causal inference in fake news detection is accepted to INDIN 2025.

Publications

INLG

Benchmarking and Improving LVLMs on Event Extraction from Multimedia Documents

Fuyu Xing, Zimu Wang, Wei Wang, Haiyang Zhang

The International Conference on Natural Language Generation (INLG), 2025.

CCL

Unveiling the Linguistic Acceptability Judgments of Large Language Models in Multilingual Contexts

Fuyu Xing, Haoyu Huang, Dawei Mo, Xinzhuo Yang, Zixuan Gao, Wei Wang, Zimu Wang, Haiyang Zhang

China National Conference on Computational Linguistics (CCL), 2025.

INDIN

Causal-GATNet: Explainable Evidence-Aware Fake News Detection by Causal Inference

Jianwei Cai, Fuyu Xing, Haiyang Zhang, Yangbin Chen, Jianjun Chen, Zhijie Xu

IEEE International Conference on Industrial Informatics (INDIN), 2025.

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