I am a third-year phd candidate in Knowledge Engineering Group (KEG) at Tsinghua, supervised by Prof. Jie Tang. I recieved my Master’s Degree from School of Software, Tsinghua University in 2021, advised by Prof. Ping Luo. My research focus on scientific language model and graph representaion learning.
I am now a visiting student researcher at Caltech CMS hosted by Prof. Yisong Yue.
🎖 Honors and Awards
- 2023.09 Best Student Paper, ECML-PKDD 2023.
📝 Preprints
SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning
Dan Zhang, Ziniu Hu, Sining Zhoubian, Zhengxiao Du, Kaiyu Yang, Zihan Wang, Yisong Yue, Yuxiao Dong, and Jie Tang.
[PDF] | [Code&Data] | [Model]
arXiv 2024OAG-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, and Jie Tang. [PDF] | [Code&Data]
📚 Publications
RecDCL: Dual Contrastive Learning for Recommendation
Dan Zhang, Yangliao Geng, Wenwen Gong, Zhongang Qi, Zhiyu Chen, Xing Tang, Ying Shan, Yuxiao Dong, and Jie Tang.
ApeGNN: Node-Wise Adaptive Aggregation in GNNs for Recommendation
Dan Zhang, Yifan Zhu, Yuxiao Dong, Yuandong Wang, Wenzheng Feng, Evgeny Kharlamov, and Jie Tang.
DropConn: Dropout Connection Based Random GNNs for Molecular Property Prediction
Dan Zhang, Wenzheng Feng, Yuandong Wang, Zhongang Qi, Ying Shan, and Jie Tang.
KDD 2023WinGNN: Dynamic Graph Neural Networks with Random Gradient Aggregation Window. Yifan Zhu, Fangpeng Cong, Dan Zhang, Wenwen Gong, Qika Lin, Wenzheng Feng, Yuxiao Dong, and Jie Tang. [PDF] | [Code&Data]CIKM 2023Detecting Social Bot on the Fly using Contrastive Learning. Ming Zhou, Dan Zhang, Yuandong Wang, Yangliao Geng, and Jie Tang. [PDF]ECML-PKDD 2023(Best Student Paper) SIRAN: Semi-Supervised Social Bot Detection with Initial Residual Relation Attention Networks. Ming Zhou, Wenzheng Feng, Yifan Zhu, Dan Zhang, Yuxiao Dong, and Jie Tang. [PDF]
📖 Educations
- 2024.02 - (now), Visiting Student Researcher at Computing + Mathematical Sciences, Caltech.
- 2021.08 - (now), Ph.D. at Department of Computer Science Technology, Tsinghua Univeristy.
- 2018.08 - 2021.06, M.E. at School of Software, Tsinghua Univeristy.
💬 Services
- Teaching assistant Advanced Machine Learning (2023 Fall), Programing and Training (2023 Summer)