Reprint: a randomized extrapolation based on principal components for data augmentation. - Jiale Wei; Qiyuan Chen 003; Pai Peng; Benjamin Guedj; Le Li (CoRR, 2022)

Accelerating Semi-Supervised Text Classification by K-Way Projecting Networks. - Qiyuan Chen 003; Haitong Yang; Pai Peng; Le Li (IEEE Access, 2023)

Can a Deep Learning Model be a Sure Bet for Tabular Prediction? - Jintai Chen; Jiahuan Yan; Qiyuan Chen 003; Danny Z. Chen; Jian Wu 001; Jimeng Sun 001 (KDD, 2024)

Mind's Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models. - Weize Liu; Guocong Li; Kai Zhang 053; Bang Du; Qiyuan Chen 003; Xuming Hu; Hongxia Xu; Jintai Chen; Jian Wu 001 (NAACL-HLT, 2024)

Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection. - Qian Shao; Jiangrui Kang; Qiyuan Chen 003; Zepeng Li; Hongxia Xu; Yiwen Cao; Jiajuan Liang; Jian Wu 001 (NeurIPS, 2024)

Cross-Table Pretraining towards a Universal Function Space for Heterogeneous Tabular Data. - Jintai Chen; Zhen Lin 001; Qiyuan Chen 003; Jimeng Sun 001 (CoRR, 2024)

Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation. - Xiaoye Qu; Qiyuan Chen 003; Wei Wei 002; Jishuo Sun; Jianfeng Dong (CoRR, 2024)

Take Your Steps: Hierarchically Efficient Pulmonary Disease Screening via CT Volume Compression. - Qian Shao; Kai Zhang 053; Bang Du; Zepeng Li; Yixuan Wu; Qiyuan Chen 003; Jian Wu 001; Jintai Chen; Honghao Gao; Hongxia Xu (CoRR, 2024)

Generation of Drug-Induced Cardiac Reactions towards Virtual Clinical Trials. - Qian Shao; Bang Du; Zepeng Li; Qiyuan Chen 003; Hongxia Xu; Jimeng Sun 001; Jian Wu 001; Jintai Chen (CoRR, 2025)

Mitigating Hallucination of Large Vision-Language Models via Dynamic Logits Calibration. - Jiahe Chen; Jiaying He; Qian Shao; Qiyuan Chen 003; Jiahe Ying; Hongxia Xu; Jintai Chen; Jianwei Zheng; Jian Wu 001 (CoRR, 2025)