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

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

2022

Instance-based Learning for Knowledge Base Completion. NeurIPS 2022.

Wanyun Cui, Xingran Chen

[Paper][Code][Poster]

Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense. Findings of ACL 2022

Wanyun Cui, Xingran Chen

[Paper]

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

[Paper][Code]

(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

[Paper][Code]

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

[Paper]

2021

Open Rule Induction. NeurIPS 2021.

Wanyun Cui, Xingran Chen

[Paper][Code][Video][Slide]