| 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 | 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 | BaT: Beat-aligned Transformer for Electrocardiogram Classification. | Xiaoyu Li, Chen Li, Yuhua Wei, Yuyao Sun, Jishang Wei, Xiang Li, Buyue Qian |
| 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 | ICDM | Learning to Reweight Samples with Offline Loss Sequence. | Yuhua Wei, Xiaoyu Li, Jishang Wei, Buyue Qian, Chen Li |
| 2021 | WWW | Online Disease Diagnosis with Inductive Heterogeneous Graph Convolutional Networks. | Zifeng Wang, Rui Wen, Xi Chen, Shilei Cao, Shao-Lun Huang, Buyue Qian, Yefeng Zheng |
| 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 | AAAI | Connecting Language to Images: A Progressive Attention-Guided Network for Simultaneous Image Captioning and Language Grounding. | Lingyun Song, Jun Liu, Buyue Qian, Yihe Chen |
| 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 | Classify EEG and Reveal Latent Graph Structure with Spatio-Temporal Graph Convolutional Neural Network. | Xiaoyu Li, Buyue Qian, Jishang Wei, An Li, Xuan Liu, 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 | Domain Knowledge Guided Deep Learning with Electronic Health Records. | Changchang Yin, Rongjian Zhao, Buyue Qian, Xin Lv, Ping Zhang |
| 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 |
| 2018 | KDD | Discovering Models from Structural and Behavioral Brain Imaging Data. | Zilong Bai, Buyue Qian, Ian Davidson |
| 2018 | SDM | EEG-based Motion Intention Recognition via Multi-task RNNs. | Weitong Chen, Sen Wang, Xiang Zhang, Lina Yao, Lin Yue, Buyue Qian, Xue Li |
| 2017 | ICDM | Knowledge Guided Short-Text Classification for Healthcare Applications. | Shilei Cao, Buyue Qian, Changchang Yin, Xiaoyu Li, Jishang Wei, Qinghua Zheng, Ian Davidson |
| 2017 | ICDM | Deep Similarity-Based Batch Mode Active Learning with Exploration-Exploitation. | Changchang Yin, Buyue Qian, Shilei Cao, Xiaoyu Li, Jishang Wei, Qinghua Zheng, Ian Davidson |
| 2017 | ICDM | Scalable Constrained Spectral Clustering via the Randomized Projected Power Method. | Weifeng Zhi, Buyue Qian, Ian Davidson |
| 2017 | IJCAI | Adaptive Semi-Supervised Learning with Discriminative Least Squares Regression. | Minnan Luo, Lingling Zhang, Feiping Nie, Xiaojun Chang, Buyue Qian, Qinghua Zheng |
| 2016 | ICDM | Low-Rank Sparse Feature Selection for Patient Similarity Learning. | Mengting Zhan, Shilei Cao, Buyue Qian, Shiyu Chang, Jishang Wei |
| 2016 | ICDM | Measuring Patient Similarities via a Deep Architecture with Medical Concept Embedding. | Zihao Zhu, Changchang Yin, Buyue Qian, Yu Cheng, Jishang Wei, Fei Wang |
| 2015 | AAAI | Propagating Ranking Functions on a Graph: Algorithms and Applications. | Buyue Qian, Xiang Wang, Ian Davidson |
| 2014 | KDD | Clinical risk prediction with multilinear sparse logistic regression. | Fei Wang, Ping Zhang, Buyue Qian, Xiang Wang, Ian Davidson |
| 2014 | SDM | Self-Taught Spectral Clustering via Constraint Augmentation. | Xiang Wang, Jun Wang, Buyue Qian, Fei Wang, Ian Davidson |
| 2013 | AAAI | Clustering with Complex Constraints - Algorithms and Applications. | Weifeng Zhi, Xiang Wang, Buyue Qian, Patrick Butler, Naren Ramakrishnan, Ian Davidson |
| 2013 | CIKM | Efficient hierarchical clustering of large high dimensional datasets. | Sean Gilpin, Buyue Qian, Ian Davidson |
| 2013 | ICDM | Fast Pairwise Query Selection for Large-Scale Active Learning to Rank. | Buyue Qian, Xiang Wang, Jun Wang, Hongfei Li, Nan Cao, Weifeng Zhi, Ian Davidson |
| 2013 | ICDM | Exploring Patient Risk Groups with Incomplete Knowledge. | Xiang Wang, Fei Wang, Jun Wang, Buyue Qian, Jianying Hu |
| 2013 | IJCAI | Active Learning from Relative Queries. | Buyue Qian, Xiang Wang, Fei Wang, Hongfei Li, Jieping Ye, Ian Davidson |
| 2013 | SDM | Active Learning to Rank using Pairwise Supervision. | Ian Davidson, Hongfei Li, Buyue Qian, Jun Wang, Xiang Wang |
| 2013 | SDM | Multi-objective Multi-view Spectral Clustering via Pareto Optimization. | Ian Davidson, Buyue Qian, Xiang Wang, Jieping Ye |
| 2012 | CIKM | Improving document clustering using automated machine translation. | Xiang Wang, Buyue Qian, Ian Davidson |
| 2012 | ICDM | Labels vs. Pairwise Constraints: A Unified View of Label Propagation and Constrained Spectral Clustering. | Xiang Wang, Buyue Qian, Ian Davidson |
| 2010 | AAAI | Semi-Supervised Dimension Reduction for Multi-Label Classification. | Buyue Qian, Ian Davidson |
| 2009 | IJCAI | Spectral Kernel Learning for Semi-Supervised Classification. | Wei Liu, Buyue Qian, Jingyu Cui, Jianzhuang Liu |