Xinjian Zhao (赵鑫鉴)

Short Bio

Hi, I am a second-year CS PhD student at the Chinese University of Hong Kong, Shenzhen, under the supervision of Prof.Tianshu Yu. I obtained my B.S. in Computer Science from Shandong University under the supervision of Prof.Xuemeng Song. After that, I obtained my M.S. in Data Science from the City University of Hong Kong under the supervision of Dr.Ruocheng Guo.

Research Interests:

• Efficient Graph Representation Learning.

Education

• B.S. in Computer Science, Shandong University (Data Science Elite Class)
• M.S. in Data Science, City University of Hong Kong

Experience

• Visiting PhD student, Institute of Automation, Chinese Academy of Science.

Preprint

^ equal contribution

• Enhancing Graph Self-Supervised Learning with Graph Interplay.

Xinjian Zhao^, Wei Pang^, Xiangru Jian^, Yaoyao Xu, Chaolong Ying, Tianshu Yu.

• Do spectral cues matter in contrast-based graph self-supervised learning?

Xiangru Jian^, Xinjian Zhao^, Wei Pang^, Chaolong Ying, Yimu Wang, Yaoyao Xu,, Tianshu Yu.

• Embedding in Recommender Systems: A Survey.

Xiangyu Zhao^, Maolin Wang^, Xinjian Zhao^, Jiansheng Li, Shucheng Zhou, Dawei Yin, Qing Li, Jiliang Tang, Ruocheng Guo. Paper list

• Adversarial Curriculum Graph Contrastive Learning with Pair-wise Augmentation

Xinjian Zhao, Liang Zhang, Yang Liu, Ruocheng Guo, Xiangyu Zhao

Publications

• Graph Learning with Distributional Edge Layouts

Xinjian Zhao, Chaolong Ying, Yaoyao Xu, Tianshu Yu. (SIGKDD 2025)

• Boosting Protein Language Models with Negative Sample Mining

Yaoyao Xu^, Xinjian Zhao^, Xiaozhuang Song, Benyou Wang, Tianshu Yu. (ECML-PKDD 2024)

• Boosting Graph Pooling with Persistent Homology.

Chaolong Ying, Xinjian Zhao, Tianshu Yu. (NeurIPS 2024)