我是bet356手机版唯一官网計算機科學工程學院的一名博士後，隸屬于認知智能研究所（COIN 實驗室），師從漆桂林教授。我在bet356手机版唯一官网完成了軟件工程專業的博士和碩士學位。在此之前，我在東北大學獲得了物聯網工程本科學位。
我對人工智能的發展有着廣泛的興趣，尤其關注将結構化或半結構化知識整合到大語言模型等基礎模型中，以提高它們在問題解答和其他更複雜任務中的性能。我還關注基礎模型的持續學習能力，以便随着時間的推移不斷适應和發展。這就需要有機制來更新其知識庫，以應對新的知識、趨勢和所處環境的變化。
博士：bet356手机版唯一官网軟件工程，2020年9月 ~ 2024年6月 導師：漆桂林 教授
碩士：bet356手机版唯一官网軟件工程，2017年9月 ~ 2020年6月 導師：李慧穎 副教授
本科：東北大學物聯網專業，2013年9月 ~ 2017年6月
第一作者論文：
[2024] DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping
Yongrui Chen, Haiyun Jiang, Xinting Huang, Shuming Shi, Guilin Qi. In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL’24)
[2023] Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing
Yongrui Chen* , Shenyu Zhang*, Guilin Qi, Xinnan Guo. In Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS’23) (*: Equal Contribution)
[2023] Learn from yesterday: A semi-supervised continual learning method for supervision-limited text-to-sql task streams
Yongrui Chen, Xinnan Guo, Tongtong Wu, Guilin Qi, Yang Li, Yang Dong. In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI’23)
[2023] Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions Over Knowledge Graphs
Yongrui Chen, Huiying Li, Guilin Qi, Tianxing Wu, Tenggou Wang. In IEEE Transactions on Knowledge and Data Engineering (TKDE)
[2021] Leveraging table content for zero-shot text-to-sql with meta-learning
Yongrui Chen, Xinnan Guo, Chaojie Wang, Jian Qiu, Guilin Qi, Meng Wang, Huiying Li. In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI’21)
[2020] Formal query building with query structure prediction for complex question answering over knowledge base
Yongrui Chen, Huiying Li, Yuncheng Hua, Guilin Qi. In Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI’20)
[2020] DAM: Transformer-based relation detection for Question Answering over Knowledge Base
Yongrui Chen, Huiying Li. In Knowledge-Based Systems (KBS)
[2019] Convolutional neural network-based question answering over knowledge base with type constraint
Yongrui Chen, Huiying Li, Zejian Xu. In Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding: Third China Conference (CCKS’18)
