主要研究方向：机器学习的跨学科广泛应用等
介绍：南京信息工程大学人工智能（未来技术）学院教授。博士生导师。发表SCI国际期刊、会议论文、专著等100余项，多篇热点、高被引论文。贡献多部大数据集，如多模态行为数据集、生理伪影数据集等。产研方面，曾获2025杭州市“创客天下”创业大赛决赛第5名；2025年杭州市临平“鼎湖”高层次人才创新创业项目“先锋人才项目”奖。
1、Hui Liu*, Shiyao Zhang, Hugo Gamboa, Tingting Xue, Congcong Zhou, Tanja Schultz,“Taxonomy and Real-Time Classification of Artifacts during Biosignal Acquisition: A Starter Study and Dataset of ECG”, IEEE Sens. J., 2024
2、João Rodrigues*, Hui Liu*, Duarte Folgado, David Belo, Tanja Schultz, Hugo Gamboa*,“Feature-Based Information Retrieval of Multimodal Biosignals with a Self-Similarity Matrix: Focus on Automatic Segmentation”, Biosensors, 2022
3、Wenying Shi, Congcong Zhou*, Yiming Zhang, Kaitai Li, Xianglin Ren, Hui Liu*, Xuesong Ye*,“Hybrid Modeling on Reconstitution of Continuous Arterial Blood Pressure Using Finger Photoplethysmography”, BSPC, 2023
4、Xinyi Zhang, Xiankai Cheng*, Hui Liu*,“TPRO-NET: An EEG-Based Emotion Recognition Method Reflecting Subtle Changes in Emotion”, Sci. Rep., 2024
5、Liming Cai, Shuhao Yan, Chuanyun Ouyang, Tianxiang Zhang, Jun Zhu, Li Chen, Xin Ma*, Hui Liu*,“Muscle Synergies in Joystick Manipulation”, Front. Physiol., 2023
