Yunhe Pang(庞运河)
Yunhe Pang(庞运河)
PhD Candidate in Computer Science and Technology
Sun Yat-sen University (SYSU)
Research Interests: Large Language Models, Data Mining
Email: [pangyh8@mail2.sysu.edu.cn] | GitHub: [https://github.com/pangaass] | Google Scholar: [https://scholar.google.com/citations?user=doF4h50AAAAJ&hl=zh-CN&oi=ao]
About Me
I am a first-year PhD student at Sun Yat-sen University (SYSU), advised by Yanghui Rao. My research focuses on large language models (LLMs) and data mining, with applications in academic knowledge graphs, sentiment analysis, and anomaly detection. Currently, I am interning at Zhipu.ai, working on cutting-edge AI technologies.
Before joining SYSU, I earned my Master’s (2020-2023) and Bachelor’s (2016-2020) degrees in Computer Science and Technology from North China Electric Power University (NCEPU).
Education
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Ph.D. in Computer Science and Technology (2024–Present)
Sun Yat-sen University, Guangzhou, China -
M.Eng. in Computer Science and Technology (2020–2023)
North China Electric Power University, Beijing, China -
B.Eng. in Computer Science and Technology (2016–2020)
North China Electric Power University, Beijing, China
Publications
2025
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GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model
Yunhe Pang, Bo Chen, Fanjin Zhang, Yanghui Rao, Evgeny Kharlamov, Jie Tang
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2025) -
CoE: A Clue of Emotion Framework for Emotion Recognition in Conversations
Zhiyu Shen, Yunhe Pang, Yanghui Rao, Jianxing Yu
Annual Meeting of the Association for Computational Linguistics (ACL 2025)
2024
- OAG-Bench: A Human-Curated Benchmark for Academic Graph Mining
Fanjin Zhang, Shijie Shi, Yifan Zhu, Bo Chen, Yukuo Cen, Jifan Yu, Yelin Chen, Lulu Wang, Qingfei Zhao, Yuqing Cheng, Tianyi Han, Yuwei An, Dan Zhang, Weng Lam Tam, Kun Cao, Yunhe Pang, Xinyu Guan, Huihui Yuan, Jian Song, Xiaoyan Li, Yuxiao Dong, Jie Tang
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2024)
2022
- Learnable Dependency-based Double Graph Structure for Aspect-based Sentiment Analysis
Yinglong Ma, Yunhe Pang
International Conference on Computational Linguistics (COLING 2022)
Experience
- Research Intern (2023–Present)
Zhipu.ai, Beijing, China- Work on large language models and data mining applications.