| 2024 | MICCAI | PAMIL: Prototype Attention-Based Multiple Instance Learning for Whole Slide Image Classification. | Jiashuai Liu, Anyu Mao, Yi Niu, Xianli Zhang, Tieliang Gong, Chen Li, Zeyu Gao |
| 2023 | ACL | PRAM: An End-to-end Prototype-based Representation Alignment Model for Zero-resource Cross-lingual Named Entity Recognition. | Yucheng Huang, Wenqiang Liu, Xianli Zhang, Jun Lang, Tieliang Gong, Chen Li |
| 2023 | CSCWD | Traffic accident location study based on AD-DBSCAN Algorithm with Adaptive Parameters. | Xijun Zhang, Jin Su, Hong Zhang, Xianli Zhang, Xuan Chen, Yong Cui |
| 2023 | SDM | Embedding Transfer with Enhanced Correlation Modeling for Cross-Domain Recommendation. | Shilei Cao, Yujie Lin, Xianli Zhang, Yufu Chen, Zhen Zhu, Yuxin Chen, Buyue Qian, Feng Wang, Zang Li |
| 2022 | CIKM | Leveraging Multiple Types of Domain Knowledge for Safe and Effective Drug Recommendation. | Jialun Wu, Buyue Qian, Yang Li, Zeyu Gao, Meizhi Ju, Yifan Yang, Yefeng Zheng, Tieliang Gong, Chen Li, Xianli Zhang |
| 2022 | COLING | COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity Recognition. | Yucheng Huang, Kai He, Yige Wang, Xianli Zhang, Tieliang Gong, Rui Mao, Chen Li |
| 2022 | ICDM | MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation. | Xiangjin Xie, Yuxin Chen, Ruipeng Wang, Xianli Zhang, Shilei Cao, Kai Ouyang, Zihan Zhang, Hai-Tao Zheng, Buyue Qian, Hansen Zheng, Bo Hu, Chengxiang Zhuo, Zang Li |
| 2022 | ICDM | Learning Representations from Local to Global for Fine-grained Patient Similarity Measuring in Intensive Care Unit. | Xianli Zhang, Buyue Qian, Yang Li, Zeyu Gao, Chong Guan, Renzhen Wang, Yefeng Zheng, Hansen Zheng, Chen Li |
| 2021 | ICDM | Towards Interpretability and Personalization: A Predictive Framework for Clinical Time-series Analysis. | Yang Li, Xianli Zhang, Buyue Qian, Zeyu Gao, Chong Guan, Yefeng Zheng, Hansen Zheng, Fenglang Wu, Chen Li |
| 2021 | MICCAI | Instance-Based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image. | Zeyu Gao, Bangyang Hong, Xianli Zhang, Yang Li, Chang Jia, Jialun Wu, Chunbao Wang, Deyu Meng, Chen Li |
| 2021 | MICCAI | Nuclei Grading of Clear Cell Renal Cell Carcinoma in Histopathological Image by Composite High-Resolution Network. | Zeyu Gao, Jiangbo Shi, Xianli Zhang, Yang Li, Haichuan Zhang, Jialun Wu, Chunbao Wang, Deyu Meng, Chen Li |
| 2021 | SDM | Learning Robust Patient Representations from Multi-modal Electronic Health Records: A Supervised Deep Learning Approach. | Xianli Zhang, Buyue Qian, Yang Li, Yang Liu, Xi Chen, Chong Guan, Chen Li |
| 2020 | ICDM | Rethinking Dice Loss for Medical Image Segmentation. | Rongjian Zhao, Buyue Qian, Xianli Zhang, Yang Li, Rong Wei, Yang Liu, Yinggang Pan |
| 2020 | KDD | INPREM: An Interpretable and Trustworthy Predictive Model for Healthcare. | Xianli Zhang, Buyue Qian, Shilei Cao, Yang Li, Hang Chen, Yefeng Zheng, Ian Davidson |
| 2020 | SDM | Knowledge guided diagnosis prediction via graph spatial-temporal network. | Yang Li, Buyue Qian, Xianli Zhang, Hui Liu |
| 2019 | CIKM | Domain Knowledge Guided Deep Atrial Fibrillation Classification and Its Visual Interpretation. | Xiaoyu Li, Buyue Qian, Jishang Wei, Xianli Zhang, Sirui Chen, Qinghua Zheng |
| 2019 | ICDM | Automatic Generation of Medical Imaging Diagnostic Report with Hierarchical Recurrent Neural Network. | Changchang Yin, Buyue Qian, Jishang Wei, Xiaoyu Li, Xianli Zhang, Yang Li, Qinghua Zheng |
| 2019 | ICDM | KnowRisk: An Interpretable Knowledge-Guided Model for Disease Risk Prediction. | Xianli Zhang, Buyue Qian, Yang Li, Changchang Yin, Xudong Wang, Qinghua Zheng |
| 2019 | SDM | An Interpretable Fast Model for Predicting The Risk of Heart Failure. | Xianli Zhang, Buyue Qian, Xiaoyu Li, Jishang Wei, Yingqian Zheng, Lingyun Song, Qinghua Zheng |