🤵🏻 About me

I am a master with research interests in Graph Mining, LLM applications, and Social Computation. I am now from School of Data Science and Engineering in East China Normal University, where I am very fortunate to be advised by professor Xiang Li in PLANING LAB. Most recently, I am interested in the following topics:

Graph Mining
LLM Applications
Social Computation

Welcome to visit my other portal websites ZhiHu to learn more.

🔥 News

2025.03: Our paper related to cascade modeling——AutoCas has been released!
2025.02: 🎉🎉🎉 One papers are accepted by Frontiers of Computer Science(FCS)!
2024.12: 🎉🎉🎉 One papers are accepted by AAAI 2025! Congratulations to our co-authors!
2024.09: 🎉🎉🎉 One papers are accepted by EMNLP 2024! Congratulations to our co-authors!
2024.07: 🎉🎉🎉 One papers are accepted by Frontiers of Computer Science(FCS)!
2024.05: 🎉🎉🎉 One papers are accepted by ECML-PKDD 2024!

📝 Publications

[Arxiv] AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models, Yuhao Zheng, Chenghua Gong, Rui Sun, Juyuan Zhang, Liming Pan, Linyuan Lv.
[Frontiers of Computer Science] A Survey on Learning from Graphs with Heterophily: Recent Advances and Future Directions, Chenghua Gong, Xiang Li, Yao Cheng, Jianxiang Yu, Can Xu, Xiang Li, Caihua Shan, Siqiang Luo.
[AAAI 2025] Empower Text-Attributed Graphs Learning with Large Language Models (LLMs), Jianxiang Yu, Yuxiang Ren, Chenghua Gong, Jiaqi Tan, Xiang Li, Xuecang Zhang.
[EMNLP 2024] Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis, Jianxiang Yu, Zichen Ding, Jiaqi Tan, Kangyang Luo, Zhenmin Weng, Chenghua Gong, Long Zeng, RenJing Cui, Chengcheng Han, Qiushi Sun, Zhiyong Wu, Yunshi Lan, Xiang Li.
[Frontiers of Computer Science] Agents with Foundation Models: Advance and Vision, Chenghua Gong, Xiang Li.
[ECML-PKDD 2024] Self-Pro: Self-Prompt and Tuning Framework for Graph Neural Networks, Chenghua Gong, Xiang Li, Jianxiang Yu, Cheng Yao, Jiaqi Tan, Chengcheng Yu.

💬 Invited Reviewers

2025.04 I am invited as reviewer of ArtInHCI2025.

📖 Educations

2022.06 - 2025.06, East China Normal University
2018.09 - 2022.06, Nanjing Normal University

💻 Internships