Xinxun Zhang

Xinxun Zhang

PhD Student

Wuhan University

Research Interests

Large Language Models
Generative Recommendation

About

I am a PhD student at the School of Computer Science, Wuhan University, advised by Prof. Jiawei Jiang and Prof. Xiao Yan. Prior to this, I obtained my Master's degree from Hangzhou Dianzi University in 2025, advised by Prof. Pengfei Jiao, and my Bachelor's degree from Zhengzhou University in 2021.

My current research focuses on Large Language Models, including Retrieval-Augmented Generation (RAG) and Graph-enhanced LLMs (Graph4LLM). I am also interested in Generative Recommendation, with a focus on end-to-end generative recommendation algorithms and Semantic ID construction.

News

2026.02

๐Ÿ”ฌ Released UniSID: A unified SID generation method for generative ad recommendation.

2025.11

๐ŸŽ‰ One paper has been accepted at AAAI 2026.

2025.11

๐Ÿš€ Started research internship at Tencent.

2025.09

๐ŸŒŸ Started my PhD at Wuhan University.

2025.06

๐ŸŽ–๏ธ Honored as Outstanding Master's Graduate of Zhejiang Province.

2025.06

๐ŸŽ‰ One paper has been accepted by IEEE TNNLS.

2024.09

๐ŸŽ‰ One paper has been accepted at IEEE ICDM 2024.

2024.04

๐ŸŽ‰ One paper has been accepted by IEEE TIFS.

2024.03

๐ŸŽ‰ One paper has been accepted by Information Sciences.

Selected Publications

View All โ†’

Towards OOD Generalization in Dynamic Graphs via Causal Invariant Learning

Xinxun Zhang, Pengfei Jiao, Mengzhou Gao, Tianpeng Li, Xuan Guo

Proceedings of the AAAI Conference on Artificial Intelligence

PaperCode
CCF-A

VGGM: Variational Graph Gaussian Mixture Model for Unsupervised Change Point Detection in Dynamic Networks

Xinxun Zhang, Pengfei Jiao, Mengzhou Gao, Tianpeng Li, Yiming Wu, Huaming Wu, Zhidong Zhao

IEEE Transactions on Information Forensics and Security

PaperCode
CCF-A

Informative Subgraphs Aware Masked Auto-Encoder in Dynamic Graphs

Pengfei Jiao, Xinxun Zhang#, Mengzhou Gao, Tianpeng Li, Zhidong Zhao

2024 IEEE International Conference on Data Mining (ICDM)

PaperCode
CCF-B

Internship

2025.11 - 2026.02

Tencent

Reserach Intern

Generative Recommendation for Ad

2026.03 - Now

Tencent

Reserach Intern

Generative Recommendation Infra