| 2025 | ICDM | Enhancing LLM Fine-Tuning for Text-to-SQLs by SQL Quality Measurement. | Shouvon Sarker, Xishuang Dong, Xiangfang Li, Lijun Qian |
| 2025 | ICDM | Integrating Non-Parametric Attention and Prompt Refinement to Enhance LLM-Based Text-to-SQL Without External Knowledge. | Shouvon Sarker, Lijun Qian, Xishuang Dong |
| 2025 | IJCNN | Integrating Semi-Supervised Learning and Ensemble Deep Learning for Low-resource Deep Knowledge Tracing. | Xishuang Dong, Lin Li, Uchechukwu Melody Okechukwu, Lijun Qian |
| 2020 | ICMLA | Cell Type Identification from Single-Cell Transcriptomic Data via Gene Embedding. | Shanta Chowdhury, Xishuang Dong, Oscar A. Solis, Lijun Qian, Xiangfang Li |
| 2018 | DASC | Fake News Detection Enhancement with Data Imputation. | Chandra Mouli Madhav Kotteti, Xishuang Dong, Na Li, Lijun Qian |
| 2017 | HealthCom | Transfer bi-directional LSTM RNN for named entity recognition in Chinese electronic medical records. | Xishuang Dong, Shanta Chowdhury, Lijun Qian, Yi Guan, Jinfeng Yang, Qiubin Yu |
| 2017 | UIC | A CNN based bagging learning approach to short-term load forecasting in smart grid. | Xishuang Dong, Lijun Qian, Lei Huang |
| 2014 | AAAI | Representing Words as Lymphocytes. | Jinfeng Yang, Yi Guan, Xishuang Dong, Bin He |
| 2014 | ICSEng | Words Are Analogous To Lymphocytes: A Multi-Word-Agent Autonomous Learning Model. | Jinfeng Yang, Xishuang Dong, Yi Guan |
| 2013 | IJCNLP | Reserved Self-training: A Semi-supervised Sentiment Classification Method for Chinese Microblogs. | Zhiguang Liu, Xishuang Dong, Yi Guan, Jinfeng Yang |
| 2012 | ICONIP | Set-Similarity Joins Based Semi-supervised Sentiment Analysis. | Xishuang Dong, Qibo Zou, Yi Guan |