基本情况

姓名：王若尧

职称：助理教授

系别：大数据与人工智能系

邮箱：wangruoyao@cufe.edu.cn

个人网页：ruoyao-wang.github.io

教育经历：

2021年8月-2025年5月，美国亚利桑那大学，信息科学，博士

2018年9月-2020年4月，美国密歇根大学，计算机科学，硕士

2014年9月-2018年6月，复旦大学，微电子科学与工程，本科

工作经历：

2025年6月-，永利集团304am登录，助理教授

研究方向：

我的主要研究方向为自然语言处理。当前大语言模型尽管通过预训练掌握了丰富的科学知识，但在需要交互能力的科学应用场景中（如实验与仿真）表现有限。这种局限性阻碍了其在科学发现中的应用。我的研究致力于提升大语言模型在交互场景下的科学推理能力，通过智能体设计与交互测试环境搭建这两个核心方向，推动大语言模型从知识掌握走向高效的科学探索。

发表论文：

[1] Ruoyao Wang, Graham Todd, Ziang Xiao, Xingdi Yuan, Marc-Alexandre Côté, Peter Clark, and Peter Jansen. Can language models serve as text-based world simulators? In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL), August 2024

[2]Ruoyao Wang, Graham Todd, Eric Yuan, Ziang Xiao, Marc-Alexandre Côté, and Peter Jansen. Bytesized32: A corpus and challenge task for generating task-specific world models expressed as text games. In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023

[3]Ruoyao Wang, Peter Jansen, Marc-Alexandre Côté, and Prithviraj Ammanabrolu. ScienceWorld: Is your agent smarter than a 5th grader? In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP), December 2022

[4]Ruoyao Wangand Peter Jansen. Self-supervised behavior cloned transformers are path crawlers for text games. In Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP Findings), 2023

[5]Ruoyao Wang, Peter Jansen, Marc-Alexandre Côté, and Prithviraj Ammanabrolu. Behavior cloned transformers are neurosymbolic reasoners. In Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL), May 2023

[6]Ruoyao Wang, Zhenghan Fang, Jiaqi Gu, Yi Guo, Shicong Zhou, Yuanyuan Wang, Cai Chang, and Jinhua Yu. High-resolution image reconstruction for portable ultrasound imaging devices. EURASIP Journal on Advances in Signal Processing, 2019(1):56, Nov 2019

[7] Santiago Castro,Ruoyao Wang, Pingxuan Huang, Ian Stewart, Oana Ignat, Nan Liu, Jonathan Stroud, and Rada Mihalcea. FIBER: Fill-in-the-blanks as a challenging video understanding evaluation framework. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL), May 2022

[8] Santiago Castro, Mahmoud Azab, Jonathan Stroud, Cristina Noujaim,Ruoyao Wang, Jia Deng, and Rada Mihalcea. LifeQA: A real-life dataset for video question answering. In Proceedings of the Twelfth Language Resources and Evaluation Conference (LREC), May 2020

[9] Meaghan Emery-Wetherell andRuoyao Wang. How to use academic and digital fingerprints to catch and eliminate contract cheating during online multiple-choice examinations: a case study. Assessment & Evaluation in Higher Education, 0(0):1–16, 2023

[10] Jiaqi Gu,Ruoyao Wang, Jian Wang, Jinmei Lai, and Qinghua Duan. Remote embedded simulation system for sw/hw co-design based on dynamic partial reconfiguration. In 2017 IEEE 12th International Conference on ASIC (ASICON), pages 402–405, 2017