Chen, Yongrui

9 publications

AAAI 2025 HeGTa: Leveraging Heterogeneous Graph-Enhanced Large Language Models for Few-Shot Complex Table Understanding Rihui Jin, Yu Li, Guilin Qi, Nan Hu, Yuan-Fang Li, Jiaoyan Chen, Jianan Wang, Yongrui Chen, Dehai Min, Sheng Bi

NeurIPS 2025 K-DeCore: Facilitating Knowledge Transfer in Continual Structured Knowledge Reasoning via Knowledge Decoupling Yongrui Chen, Yi Huang, Yunchang Liu, Shenyu Zhang, Junhao He, Tongtong Wu, Guilin Qi, Tianxing Wu

ICML 2025 Peripheral Memory for LLMs: Integration of Sequential Memory Banks with Adaptive Querying Songlin Zhai, Yuan Meng, Yongrui Chen, Yiwei Wang, Guilin Qi

NeurIPS 2024 Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models Jiaqi Li, Qianshan Wei, Chuanyi Zhang, Guilin Qi, Miaozeng Du, Yongrui Chen, Sheng Bi, Fan Liu

AAAI 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

NeurIPS 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

IJCAI 2022 Improving Few-Shot Text-to-SQL with Meta Self-Training via Column Specificity Xinnan Guo, Yongrui Chen, Guilin Qi, Tianxing Wu, Hao Xu

AAAI 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

IJCAI 2020 Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base Yongrui Chen, Huiying Li, Yuncheng Hua, Guilin Qi