| 2025 | EMNLP | AMANDA: Agentic Medical Knowledge Augmentation for Data-Efficient Medical Visual Question Answering. | Ziqing Wang, Chengsheng Mao, Xiaole Wen, Yuan Luo, Kaize Ding |
| 2025 | ICASSP | Exploring Large Language Models for Knowledge Graph Completion. | Liang Yao, Jiazhen Peng, Chengsheng Mao, Yuan Luo |
| 2025 | IJCAI | Deep Reinforcement Learning for Efficient and Fair Allocation of Healthcare Resources. | Yikuan Li, Chengsheng Mao, Kaixuan Huang, Hanyin Wang, Zheng Yu, Mengdi Wang, Yuan Luo |
| 2024 | ICDM | Towards Expressive Graph Representations for Graph Neural Networks. | Chengsheng Mao, Liang Yao, Yuan Luo |
| 2022 | ICDM | Improving Graph Representation Learning with Distribution Preserving. | Chengsheng Mao, Yuan Luo |
| 2022 | ICDM | Graph Convolutional Networks with Dependency Parser towards Multiview Representation Learning for Sentiment Analysis. | Minqiang Yang, Xinqi Liu, Chengsheng Mao, Bin Hu |
| 2021 | AAAI | PANTHER: Pathway Augmented Nonnegative Tensor Factorization for HighER-order Feature Learning. | Yuan Luo, Chengsheng Mao |
| 2021 | AMIA | A Deep Learning Framework Using a Pre-trained BERT Model to Predict the Risk of Progression from Mild Cognitive Impairment to Alzheimer's Disease. | Chengsheng Mao, Jie Xu, Luke V. Rasmussen, Jennifer A. Pacheco, Guoqian Jiang, Fei Wang, Richard Isaacson, Jyotishman Pathak, Yuan Luo |
| 2020 | AMIA | Identification of Alzheimer's Disease Subtypes from Electronic Health Records Using a Data-Driven Approach. | Jie Xu, Fei Wang, Zhenxing Xu, Prakash Adekkanattu, Pascal S. Brandt, Guoqian Jiang, Richard C. Kiefer, Yuan Luo, Chengsheng Mao, Jennifer A. Pacheco, Luke V. Rasmussen, Yiye Zhang, Richard Isaacson, Jyotishman Pathak |
| 2019 | AAAI | Graph Convolutional Networks for Text Classification. | Liang Yao, Chengsheng Mao, Yuan Luo |
| 2015 | IJCNN | EEG-based biometric identification using local probability centers. | Chengsheng Mao, Bin Hu, Manman Wang, Philip Moore |
| 2015 | IJCNN | Learning from neighborhood for classification with local distribution characteristics. | Chengsheng Mao, Bin Hu, Manman Wang, Philip Moore |
| 2015 | PAKDD | Nearest Neighbor Method Based on Local Distribution for Classification. | Chengsheng Mao, Bin Hu, Philip Moore, Yun Su, Manman Wang |
| 2013 | CISIS | A Multimodal Emotion-Focused e-health Monitoring Support System. | Jing Chen, Bin Hu, Na Li, Chengsheng Mao, Philip Moore |