✨ About
Hi! My name is Xiaowei Qian. I am currently a visiting student at Westlake University, working with Prof. Tailin Wu at AI for Scientific Simulation and Discovery Lab. Before this, I received my B. Eng. degree at the University of Electronic Science and Technology of China (UESTC). My undergraduate research advisor is Prof. Zhao Kang.
My research interest focuses on AI for Scientific Simulations and Representation Learning.
📝 Publications
Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark
Xiaowei Qian*, Zhimeng Guo*, Jialiang Li, Haitao Mao, Bingheng Li, Suhang Wang, Yao Ma
TL;DR: We proposed synthetic and semi-synthetic datasets with customizable bias and constructed two more meaningful real-world datasets from Twitter to address shortcomings in existing fair graph datasets.
Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering
Xiaowei Qian*, Bingheng Li*, Zhao Kang
TL;DR: Aimed to alleviate representation collapse in unsupervised learning, we designed a filter that upper bounding Barlow Twins to facilitate the optimization of the loss function.
📖 Educations
- 2020.09 - 2024.06, B. Eng. Degree in Computer Science, University of Electronic Science and Technology of China (UESTC).
💻 Internships
- 2023.09 - 2024.02, Research Intern, Data Analytics and Machine Intelligence Lab at RPI, working on Trustworthy ML, supervied by Prof. Yao Ma.
- 2022.09 - 2023.09, Research Intern, Cognitive Computing and Intelligent Decision Lab at UESTC, working on Graph Representation Learning, supervied by Prof. Zhao Kang.