Fanyu Wang is currently pursuing his PhD in HumanISE Lab at Monash University, under the guidance of Dr. Chetan Arora. He holds a Master of Engineering degree from Jiangnan University, Wuxi, China, and is a member of the ColeGroup at the Key Laboratory of Media Design and Software Technology in Jiangsu Province, where he is advised by Prof. Zhenping Xie. Fanyu's research interests previously focus on LLMs driven Requirement Engineering, and interpretable deep learning methods in Natural Language Processing. Download my CV
Education
03/2024 - current: PhD student in HumanISE Lab, Monash University
09/2020 - 06/2023: M.S. in Jiangnan University (China)
09/2016 - 06/2020: B.S. in Dalian Maritime University (China)
Professional Affiliations
05/2023 - 01/2024: Research Assistant in ColeGroup, Key Laboratory of Media Design and Software Technology in Jiangsu Province
10/2020 - 05/2023: Student Member in ColeGroup, Key Laboratory of Media Design and Software Technology in Jiangsu Province
Publications
Fanyu Wang and Zhenping Xie. Constructing Word-Context-Coupled Space with Associative Knowledge for Interpretable Language Modeling. In Findings of 61th Annual Meeting of the Association for Computational
Linguistics. Link
Fanyu Wang and Zhenping Xie. An Adversarial Multi-Task Learning Method for Chinese Text Correction with Semantic Detection. In 31st International Conference on Artificial Neural Networks, (ICANN2022).Springer. Bristol,
England (Oral). Link
Fanyu Wang, Huihui Shao and Zhenping Xie. AxBERT: An Explainable Chinese Spelling Correction Method Driven by Associative Knowledge Network. (Under Reviewing, Preprint Version)
Tingting Li, Fanyu Wang (Co-first writer), Ying Zhou and Zhenping Xie. Visual illusion cognition dataset construction and recognition performance by deep neural networks. In 8th IEEE International Conference on Cloud Computing and Intelligence System (2022). Chengdu, China (Oral). Link
Yulin Li, Zhenping Xie and Fanyu Wang. An associative knowledge network model for interpretable semantic representation of noun context. Complex Intell. Syst. (2022). Link
Tingting Li, Fanyu Wang and Zhenping Xie. Space Topology Change Mostly Attracts Human Attention: An Implicit Feedback VR Driving System. In 30th IEEE Conference on Virtual Reality and 3D User Interfaces Abstract and Workshop (IEEEVRW 2023). Link
Bin Zhai, Fanyu Wang and Zhenping Xie. An Explainable Enterprise Credit Evaluation Method Based on Logistic Regression Integration. In 2nd International Academic Conference on Blockchain, Information Technology and Smart Finance. (2023)
Jun Cao, Fanyu Wang and Zhenping Xie, et al. Imputation Algorithm for Multi view financial Data based on weighted random Forest. In 2nd International Conference on Urban Planning and Regional Economy, 2023.Link
