Sicen LIU

Tenure-track Associate Professor of Computer Science and Engineering at Shenzhen MSU-BIT University (SMBU)

刘思岑

深圳北理莫斯科大学工程系 预聘副教授

She received her PhD degree from Harbin Institute of Technology in 2023. From 2023 to 2024, she conducted postdoctoral research at the Department of Computer Science and Engineering of the Hong Kong University of Science and Technology, focusing on modeling methods for irregular sampled time series data. From 2019 to 2021, she visited and interned at the Life Singularity Medical Artificial Intelligence Joint Laboratory, engaged in research on Chinese electronic medical record recognition methods based on natural language processing technology. From 2021 to 2023, she visited and interned at the Pengcheng National Laboratory, engaged in research on clinical auxiliary diagnosis and treatment methods based on semantic analysis of electronic medical records. Her research areas mainly focus on medical informatics, natural language processing, bioinformatics, etc. As the first author, she has published several academic papers in top-tier journals.

Research Interests: Medical informatics, Natural Language Processing, Bioinformatics

2023年获得哈尔滨工业大学博士学位。2023年至2024年在香港科技大学计算机科学与工程系开展博士后研究工作，主要研究不规则时序诊疗数据建模方法。2019-2021在生命奇点医疗人工智能联合实验室访问实习，从事基于自然语言处理技术的中文电子病历识别方法研究。2021-2023在鹏城国家实验室访问实习，从事基于电子病历语义分析的临床辅助诊疗方法研究。她的研究方向主要医学信息学、自然语言处理、生物信息学等，以第一作者在国际知名刊物上发表多篇学术论文。

研究方向：医学信息学、自然语言处理、生物信息学

Selected papers:

[1] Sicen Liu, Xiaolong Wang, Jingcheng Du, Yongshuai Hou, Xianbing Zhao, Hui Xu, Hui Wang, Yang Xiang, BuZhou Tang. SHAPE: A Sample-adaptive Hierarchical Prediction Network for Medication Recommendation. 2023. IEEE Journal of Biomedical and Health Informatics.

[2] Sicen Liu, Xiaolong Wang, Yongshuai Hou, Ge Li, Hui Wang, Hui Xu, Yang Xiang, Buzhou Tang. Multimodal Data Matters: Language Model Pre-Training Over Structured and Unstructured Electronic Health Records. 2022. IEEE Journal of Biomedical and Health Informatics.

[3] Sicen Liu, Xiaolong Wang, Yang Xiang, Hui Xu, Hui Wang, Buzhou Tang. CATNet: Cross-event Attention- based Time-aware Network for Medical Event Prediction. 2022. Artificial Intelligence In Medicine.

[4] Sicen Liu, Xiaolong Wang, Yang Xiang, Hui Xu, hui Wang, Buzhou Tang. Multi-channel fusion LSTM for medical event prediction using EHRs. 2022. Journal of Biomedical Informatics.

[5] Sicen Liu, Tao Li, Haoyang Ding, Buzhou Tang, Xiaolong Wang, Qingcai Chen, Jun Yan, Yi Zhou. A hybrid method of recurrent neural network and graph neural network for next-period prescription prediction. 2020. International Journal of Machine Learning and Cybernetics

[6] Sicen Liu, Hao Chen. Knowledge Injected Multimodal Irregular EHRs Model for Medical Prediction.International Workshop on Trustworthy Artificial Intelligence for Healthcare.IJCAI, 2024: 25-39.

[7] Sicen Liu, Xiaolong Wang, Xianbing Zhao, Hao Chen. DKINet: Medication Recommendation via Domain Knowledge Informed Deep Learning. BIBM, 2024

[8] Xianbing Zhao, Yixin Chen, Sicen Liu, Xuan Zang, Yang Xiang, and Buzhou Tang. TMMDA: A New Token Mixup Multimodal Data Augmentation for Multimodal Sentiment Analysis. 2023. In Proceedings of the ACM Web Conference 2023 (WWW).

[9] Xianbing Zhao, Yixin Chen, Sicen Liu, Buzhou Tang. Shared-Private Memory Networks for Multimodal Sentiment Analysis. 2022. IEEE Transactions on Affective Computing.