Domain Knowledge Guided Deep Atrial Fibrillation Classification and Its Visual Interpretation. - Xiaoyu Li 007; Buyue Qian; Jishang Wei; Xianli Zhang; Sirui Chen; Qinghua Zheng (CIKM, 2019)

Automatic Generation of Medical Imaging Diagnostic Report with Hierarchical Recurrent Neural Network. - Changchang Yin; Buyue Qian; Jishang Wei; Xiaoyu Li 007; Xianli Zhang; Yang Li 139; Qinghua Zheng (ICDM, 2019)

KnowRisk: An Interpretable Knowledge-Guided Model for Disease Risk Prediction. - Xianli Zhang; Buyue Qian; Yang Li 139; Changchang Yin; Xudong Wang; Qinghua Zheng (ICDM, 2019)

Classifying Breast Cancer Histopathological Images Using a Robust Artificial Neural Network Architecture. - Xianli Zhang; Yinbin Zhang; Buyue Qian; Xiaotong Liu; Xiaoyu Li 007; Xudong Wang; Changchang Yin; Xin Lv; Lingyun Song; Liang Wang (IWBBIO (1), 2019)

An Interpretable Fast Model for Predicting The Risk of Heart Failure. - Xianli Zhang; Buyue Qian; Xiaoyu Li 007; Jishang Wei; Yingqian Zheng; Lingyun Song; Qinghua Zheng (SDM, 2019)

Rethinking Dice Loss for Medical Image Segmentation. - Rongjian Zhao; Buyue Qian; Xianli Zhang; Yang Li 139; Rong Wei; Yang Liu; Yinggang Pan (ICDM, 2020)

INPREM: An Interpretable and Trustworthy Predictive Model for Healthcare. - Xianli Zhang; Buyue Qian; Shilei Cao 001; Yang Li 139; Hang Chen; Yefeng Zheng 001; Ian Davidson (KDD, 2020)

Knowledge guided diagnosis prediction via graph spatial-temporal network. - Yang Li 139; Buyue Qian; Xianli Zhang; Hui Liu (SDM, 2020)

Graph Neural Network-Based Diagnosis Prediction. - Yang Li 139; Buyue Qian; Xianli Zhang; Hui Liu (Big Data, 2020)

Towards Interpretability and Personalization: A Predictive Framework for Clinical Time-series Analysis. - Yang Li 139; Xianli Zhang; Buyue Qian; Zeyu Gao 001; Chong Guan; Yefeng Zheng 001; Hansen Zheng; Fenglang Wu; Chen Li 011 (ICDM, 2021)

Recist-Net: Lesion Detection Via Grouping Keypoints On Recist-Based Annotation. - Cong Xie; Shilei Cao 001; Dong Wei 004; Hongyu Zhou; Kai Ma 002; Xianli Zhang; Buyue Qian; Liansheng Wang; Yefeng Zheng 001 (ISBI, 2021)

Instance-Based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image. - Zeyu Gao 001; Bangyang Hong; Xianli Zhang; Yang Li 139; Chang Jia; Jialun Wu; Chunbao Wang 002; Deyu Meng; Chen Li 011 (MICCAI (8), 2021)

Nuclei Grading of Clear Cell Renal Cell Carcinoma in Histopathological Image by Composite High-Resolution Network. - Zeyu Gao 001; Jiangbo Shi; Xianli Zhang; Yang Li 139; Haichuan Zhang 001; Jialun Wu; Chunbao Wang 002; Deyu Meng; Chen Li 011 (MICCAI (8), 2021)

Learning Robust Patient Representations from Multi-modal Electronic Health Records: A Supervised Deep Learning Approach. - Xianli Zhang; Buyue Qian; Yang Li 139; Yang Liu; Xi Chen 003; Chong Guan; Chen Li 011 (SDM, 2021)

Leveraging Multiple Types of Domain Knowledge for Safe and Effective Drug Recommendation. - Jialun Wu; Buyue Qian; Yang Li 139; Zeyu Gao 001; Meizhi Ju; Yifan Yang 008; Yefeng Zheng 001; Tieliang Gong; Chen Li 011; Xianli Zhang (CIKM, 2022)

COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity Recognition. - Yucheng Huang; Kai He 001; Yige Wang; Xianli Zhang; Tieliang Gong; Rui Mao 010; Chen Li 011 (COLING, 2022)

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation. - Xiangjin Xie; Yuxin Chen 002; Ruipeng Wang; Xianli Zhang; Shilei Cao 001; Kai Ouyang; Zihan Zhang; Hai-Tao Zheng 002; Buyue Qian; Hansen Zheng; Bo Hu; Chengxiang Zhuo; et al. (ICDM, 2022)

Learning Representations from Local to Global for Fine-grained Patient Similarity Measuring in Intensive Care Unit. - Xianli Zhang; Buyue Qian; Yang Li 139; Zeyu Gao 001; Chong Guan; Renzhen Wang; Yefeng Zheng 001; Hansen Zheng; Chen Li 011 (ICDM, 2022)

Unsupervised Representation Learning for Tissue Segmentation in Histopathological Images: From Global to Local Contrast. - Zeyu Gao 001; Chang Jia; Yang Li 139; Xianli Zhang; Bangyang Hong; Jialun Wu; Tieliang Gong; Chunbao Wang 002; Deyu Meng; Yefeng Zheng 001; Chen Li 011 (IEEE Trans. Medical Imaging, 2022)

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 001; Tieliang Gong; Chen Li 011 (ACL (Findings), 2023)

Traffic accident location study based on AD-DBSCAN Algorithm with Adaptive Parameters. - Xijun Zhang; Jin Su; Hong Zhang; Xianli Zhang; Xuan Chen; Yong Cui (CSCWD, 2023)

Embedding Transfer with Enhanced Correlation Modeling for Cross-Domain Recommendation. - Shilei Cao 001; Yujie Lin; Xianli Zhang; Yufu Chen; Zhen Zhu; Yuxin Chen 002; Buyue Qian; Feng Wang; Zang Li (SDM, 2023)

A semi-supervised multi-task learning framework for cancer classification with weak annotation in whole-slide images. - Zeyu Gao 001; Bangyang Hong; Yang Li 139; Xianli Zhang; Jialun Wu; Chunbao Wang 002; Xiangrong Zhang; Tieliang Gong; Yefeng Zheng 001; Deyu Meng; Chen Li 011 (Medical Image Anal., 2023)

Childhood Leukemia Classification via Information Bottleneck Enhanced Hierarchical Multi-Instance Learning. - Zeyu Gao 001; Anyu Mao; Kefei Wu; Yang Li 139; Liebin Zhao; Xianli Zhang; Jialun Wu; Lisha Yu; Chao Xing; Tieliang Gong; Yefeng Zheng 001; Deyu Meng; et al. (IEEE Trans. Medical Imaging, 2023)

Context-Aware and Time-Aware Attention-Based Model for Disease Risk Prediction With Interpretability. - Xianli Zhang; Buyue Qian; Yang Li 139; Shilei Cao 001; Ian Davidson (IEEE Trans. Knowl. Data Eng., 2023)

A Structure-Aware Hierarchical Graph-Based Multiple Instance Learning Framework for pT Staging in Histopathological Image. - Jiangbo Shi; Lufei Tang; Yang Li 139; Xianli Zhang; Zeyu Gao 001; Yefeng Zheng 001; Chunbao Wang 002; Tieliang Gong; Chen Li 011 (IEEE Trans. Medical Imaging, 2023)

Neural Airport Ground Handling. - Yaoxin Wu; Jianan Zhou 002; Yunwen Xia; Xianli Zhang; Zhiguang Cao; Jie Zhang 002 (IEEE Trans. Intell. Transp. Syst., 2023)

Shallow-Deep Synergy: Boosting Cross-Domain Generalization in Histopathological Image Segmentation. - Xiangyu Wang; Weiheng Su; Yuxing Dong; Yang Li 139; Xianli Zhang; Tieliang Gong; Inês Prata Machado; Mireia Crispin-Ortuzar; Chen Li 011; Zeyu Gao 001 (BIBM, 2024)

PAMIL: Prototype Attention-Based Multiple Instance Learning for Whole Slide Image Classification. - Jiashuai Liu; Anyu Mao; Yi Niu; Xianli Zhang; Tieliang Gong; Chen Li 011; Zeyu Gao 001 (MICCAI (4), 2024)