| Concare: Personalized clinical feature embedding via capturing the healthcare context L Ma, C Zhang, Y Wang, W Ruan, J Wang, W Tang, X Ma, X Gao, J Gao Proceedings of the AAAI conference on artificial intelligence 34 (01), 833-840, 2020 | 157 | 2020 |
| Adacare: Explainable clinical health status representation learning via scale-adaptive feature extraction and recalibration L Ma, J Gao, Y Wang, C Zhang, J Wang, W Ruan, W Tang, X Gao, X Ma Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 825-832, 2020 | 124 | 2020 |
| GRASP: generic framework for health status representation learning based on incorporating knowledge from similar patients C Zhang, X Gao, L Ma, Y Wang, J Wang, W Tang Proceedings of the AAAI conference on artificial intelligence 35 (1), 715-723, 2021 | 60 | 2021 |
| Distance metric learning with joint representation diversification X Chu, Y Lin, Y Wang, X Wang, H Yu, X Gao, Q Tong International Conference on Machine Learning, 1962-1973, 2020 | 11 | 2020 |
| Enhancing neural topic model with multi-level supervisions from seed words Y Lin, X Gao, X Chu, Y Wang, J Zhao, C Chen Findings of the Association for Computational Linguistics: ACL 2023, 13361-13377, 2023 | 10 | 2023 |
| Parameter efficient quasi-orthogonal fine-tuning via givens rotation X Ma, X Chu, Z Yang, Y Lin, X Gao, J Zhao arXiv preprint arXiv:2404.04316, 2024 | 9 | 2024 |
| Enhancing robust text classification via category description X Gao, Z Zhu, X Chu, Y Wang, W Ruan, J Zhao 2022 IEEE International Conference on Data Mining (ICDM), 151-160, 2022 | 2 | 2022 |
| Combating Label Sparsity in Short Text Topic Modeling via Nearest Neighbor Augmentation Y Lin, X Ma, X Gao, R Li, Y Wang, X Chu Findings of the Association for Computational Linguistics ACL 2024, 13762-13774, 2024 | 1 | 2024 |
| Correlating msm's mental health with usage behaviors on msm-specific social applications X Gao, C Zhang, L Ma, Y Wang, J Wang, D Zhang 2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced …, 2019 | 1 | 2019 |
| DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing X Ma, Y Xu, Y Lin, T Wang, X Chu, X Gao, J Zhao, Y Wang arXiv preprint arXiv:2501.14371, 2025 | | 2025 |
| RNN enhanced Compartmental Model for Infectious Disease Prediction J Ma, J Zhao, Y Wang, L Ma, X Li, X Gao, J Zhang 2024 IEEE International Conference on Digital Health (ICDH), 225-236, 2024 | | 2024 |
| HealthEdge: A Proactive DRL-Driven Service Reconfiguration Mechanism for Pre-Hospital Emergency Response in Edge Networks X Li, J Zhao, Y Wang, L Ma, J Ma, X Gao, J Zhang 2024 IEEE International Conference on Digital Health (ICDH), 237-243, 2024 | | 2024 |
| Enhancing Topic Interpretability for Neural Topic Modeling Through Topic-Wise Contrastive Learning X Gao, Y Lin, R Li, Y Wang, X Chu, X Ma, H Yu 2024 IEEE 40th International Conference on Data Engineering (ICDE), 584-597, 2024 | | 2024 |
| Ambulance Location Optimization via Fine-grained Emergency Demand Forecasting X Gao, Z Zhu, Y Wang, J Zhao, R Wu, Q Zhou 2023 IEEE International Conference on Medical Artificial Intelligence (MedAI …, 2023 | | 2023 |
