Selected Publications

You can find my all articles on my Google Scholar profile.

Preprints

Yuncheng Yang, Yulei Qin*, Tong Wu, Zihan Xu, Gang Li, Pengcheng Guo, Hang Shao, Yuchen Shi, Ke Li, Xing Sun, Jie Yang, Yun Gu: Leveraging Open Knowledge for Advancing Task Expertise in Large Language Models. CoRR abs/2408.02085 (2024) [Paper][Codes]
Yulei Qin, Yuncheng Yang, Pengcheng Guo, Gang Li, Hang Shao, Yuchen Shi, Zihan Xu, Yun Gu, Ke Li, Xing Sun: Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models. CoRR abs/2408.02085 (2024) [Paper][Codes]
Tong Wu, Yulei Qin, Enwei Zhang, Zihan Xu, Yuting Gao, Ke Li, Xing Sun: Towards Robust Text Retrieval with Progressive Learning. CoPR abs/2311.11691 (2023) [Paper][Codes]
Yulei Qin, Yun Gu, Hanxiao Zhang, Jie Yang, Lihui Wang, Feng Yao, Yue-Min Zhu: Relationship between pulmonary nodule malignancy and surrounding pleurae, airways and vessels: a quantitative study using the public LIDC-IDRI dataset. CoRR abs/2106.12991 (2021) [Paper]

Yulei Qin, Hao Zheng, Yun Gu, Xiaolin Huang, Jie Yang, Lihui Wang, Feng Yao, Yue-Min Zhu, Guang-Zhong Yang: Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT. IEEE Trans. Medical Imaging 40(6): 1603-1617 (2021) [Paper][Codes]
Yulei Qin, Juan Wen, Hao Zheng, Xiaolin Huang, Jie Yang, Ning Song, Yue-Min Zhu, Lingqian Wu, Guang-Zhong Yang: Varifocal-Net: A Chromosome Classification Approach Using Deep Convolutional Networks. IEEE Trans. Medical Imaging 38(11): 2569-2581 (2019) [Paper]
Yulei Qin, Hao Zheng, Xiaolin Huang, Jie Yang, Yue-Min Zhu: Pulmonary nodule segmentation with CT sample synthesis using adversarial networks. Medical Physics 46(3): 1218-1229 (2019) [Paper]

Xiao Cui, Yulei Qin*, Yuting Gao, Enwei Zhang, Zihan Xu, Tong Wu, Ke Li, Xing Sun, Wengang Zhou, Houqiang Li: Sinkhorn Distance Minimization for Knowledge Distillation. COLING 2024 [Paper][Codes]
Yulei Qin, Xingyu Chen, Yunhang Shen, Chaoyou Fu, Yun Gu, Ke Li, Xing Sun, Rongrong Ji: CAPro: Webly Supervised Learning with Cross-Modality Aligned Prototypes. NeurIPS 2023 [Paper][Slides][Codes][Poster]
Yulei Qin, Xingyu Chen, Chao Chen, Yunhang Shen, Bo Ren, Yun Gu, Jie Yang, Chunhua Shen: FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning. AAAI 2023 [Paper][Slides][Codes]
Yulei Qin, Hao Zheng, Yun Gu, Xiaolin Huang, Jie Yang, Lihui Wang, Yue-Min Zhu: Learning Bronchiole-Sensitive Airway Segmentation CNNs by Feature Recalibration and Attention Distillation. MICCAI 2020 [Paper][Codes][Poster]
Yulei Qin, Yun Gu, Hao Zheng, Mingjian Chen, Jie Yang, Yue-Min Zhu: AirwayNet-SE: A Simple-Yet-Effective Approach to Improve Airway Segmentation Using Context Scale Fusion. ISBI 2020 [Paper][Data]
Yulei Qin, Mingjian Chen, Hao Zheng, Yun Gu, Mali Shen, Jie Yang, Xiaolin Huang, Yue-Min Zhu, Guang-Zhong Yang: AirwayNet: A Voxel-Connectivity Aware Approach for Accurate Airway Segmentation Using Convolutional Neural Networks. MICCAI 2019 [Paper]
Yulei Qin, Hao Zheng, Yue-Min Zhu, Jie Yang: Simultaneous Accurate Detection of Pulmonary Nodules and False Positive Reduction Using 3D CNNs. ICASSP 2018 [Paper]