Xingran Chen
About Me
I am currently a first-year master student in Biostatistics at the University of Michigan. Before that, I obtained my Bachelor of Science in Statistics (Data Science Track) at the Shanghai University of Finance and Economics, where I was advised by Dr. Wanyun Cui. My name in Chinese characters is 陈星然.
Education
University of Michigan 2022 - present Ann Arbor, MI, USA
Master of Science in Biostatistics
Shanghai University of Finance and Economics 2017 - 2021 Shanghai, China
Bachelor of Science in Statistics (Data Science Track)
Advisor: Wanyun Cui
Internships
Research Assistant at Westlake University 2022.7 - present (Remote) Hangzhou, China
Advisor: Stan Z. Li
Retrosynthesis Prediction, GNN
Research Assistant at Shanghai University of Finance and Economics 2020.7 - 2022.9 Shanghai, China
Advisor: Wanyun Cui
Knowledge Graph, Rule Mining, Rule-based Reasoning, Natural Language Processing
Publications
2022
Instance-based Learning for Knowledge Base Completion. NeurIPS 2022.
Wanyun Cui, Xingran Chen
Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense. Findings of ACL 2022
Wanyun Cui, Xingran Chen
Leveraging Self-Training in Causality Classification of Socio-Political Event Data. CASE Workshop in EMNLP 2022
Adam Nik, Ge Zhang, Xingran Chen, Yuming Li, Jie Fu
(Oral) Enhance Causal Span Detection via Beam-Search-based Position Selector. CASE Workshop in EMNLP 2022
Xingran Chen, Ge Zhang, Adam Nik, Yuming Li, Jie Fu
MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning. Preprint
Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Chenghua Lin, Xingran Chen, Anton Ragni, Hanzhi Yin, Zhijie Hu, Haoyu He, Emmanouil Benetos, Norbert Gyenge, Ruibo Liu, Jie Fu
2021
Open Rule Induction. NeurIPS 2021.
Wanyun Cui, Xingran Chen
Contact
Email: chenxran@umich.edu
WeChat: KERO652