张石清，电子科技大学博士、北京大学博士后，三级教授，博士生导师，CCF高级会员，浙江省高层次特殊支持人才青年拔尖人才，浙江省高等学校中青年学科带头人，中国计算机学会多媒体技术专委，中国计算机学会语音对话与听觉专委，中国图像图形学会情感计算与理解专委，台州市数字经济促进会副会长。
- 2009年9月-2012年12月，在电子科技大学获通信与信息系统专业博士学位，导师为李乐民院士；
- 2015年7月-2017年6月，在北京大学信息科学技术学院数字媒体研究所（数字视频编解码技术国家工程实验室）计算机应用专业做博士后研究，导师为高文院士；
- 2018年11月1日-2019年11月1日，获得国家留学基金委面上项目资助在美国德州大学圣安东尼奥分校（UTSA）访问一年，合作导师为国际欧亚科学院院士TIAN QI教授（IEEE Fellow）。
现主要从事机器学习、模式识别、情感计算等人工智能方面的研究，曾主持国家自然科学基金项目2项、浙江省自然科学基金重点项目1项、浙江省自然科学基金项目3项、以及中国博士后基金项目1项。现已在《IEEE Transactions on Multimedia》、《IEEE Transactions on Affective Computing》、《IEEE Transactions on Circuits and Systems for Video Technology》、ACM MM等重要刊物和会议上发表论文70余篇，其中ESI高被引论文2篇。由科学出版社出版学术专著1部，并获得授权发明专利3项。
曾获得浙江省自然科学类三等奖1项（2023）、中国图象图形学学会科技进步奖二等奖1项（2024）、中国仪器仪表学会科技进步奖二等奖1项（2024）。连续多年（2020-2024）入选斯坦福大学发布的全球前2%顶尖科学家“终身科学影响力排行榜”和“年度科学影响力排行榜”。目前，担任国际知名期刊《IEEE Transactions on Affective Computing》副主编（Associate editor）和《Information Fusion》领域编委（Area editor）。
研究方向
- 模式识别
- 情感计算
成果动态
- Shiqing Zhang, Xingnan Zhang, Xiaoming Zhao, Jiangxiong Fang, Mingyue Niu, Ziping Zhao, Jun Yu, Qi Tian. MTDAN: A Lightweight Multi-Scale Temporal Difference Attention Networks for Automated Video Depression Detection. IEEE Transactions on Affective Computing (SCI二区，IF=11.2). 2024.
- Liangliang Lou, Mingxin Song, Xinquan Chen, Xiaoming Zhao, Shiqing Zhang. Optimized Wireless Sensing and Deep Learning for Enhanced Human-Vehicle Recognition. IEEE Transactions on Intelligent Transportation Systems (SCI一区TOP期刊，IF=8.5). 2024.
- Liangliang Lou, Mingxin Song, Xinquan Chen, Xiaoming Zhao, Shiqing Zhang, Ming Zhan. Wireless-Sensing-Based Human–Vehicle Classification Method via Deep Learning: Analysis and Implementation. IEEE Internet of Things Journal (SCI一区TOP期刊，IF=10.8). 2024.
- Huiting Fan, Xingnan Zhang, Yingying Xu, Jiangxiong Fang, Shiqing Zhang, Xiaoming Zhao, Jun Yu. Transformer-based multimodal feature enhancement networks for multimodal depression detection integrating video, audio and remote photoplethysmograph signals. Information Fusion (SCI一区TOP期刊，IF=18.6). 2024.
- Shiqing Zhang, Yijiao Yang, Chen Chen, Xingnan Zhang, Qingming Leng, Xiaoming Zhao. Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects. Expert Systems with Applications (SCI一区TOP期刊，IF=8.5). 2024.
- Xulong Du, Xingnan Zhang, Dandan Wang, Yingying Xu, Zhiyuan Wu, Shiqing Zhang, Xiaoming Zhao, Jun Yu. Integrating Representation Subspace Mapping with Unimodal Auxiliary Loss for Attention-based Multimodal Emotion Recognition. 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation . 2024. CCF B类会议
- Liangliang Lou, Mingxin Song, Xinquan Chen, Xiaoming Zhao, Shiqing Zhang, Ming Zhan. Wireless Sensing Based Human-Vehicle Classification Method via Deep Learning: Analysis and Implementation. IEEE Internet of Things Journal (SCI一区TOP期刊，IF=10.8). 2024.
- Liangliang Lou, Miao Zhou, Biao Chen, Mingan Lu, Chunlei Zheng, Shiqing Zhang. An Environmental Energy Harvesting-Driven Wireless Parking Detection Method: Analysis and Implementation. IEEE Transactions on Intelligent Transportation Systems (SCI一区TOP期刊，IF=8.5). 2023.
- Xiaoming Zhao, Yuehui Liao, Jiahao Xie, Xiaxia He, Shiqing Zhang, Guoyu Wang, Jiangxiong Fang, Hongsheng Lu, Jun Yu. BreastDM: A DCE-MRI dataset for breast tumor image segmentation and classification. Computers in Biology and Medicine (SCI二区TOP期刊，IF=7.7). 2023.
- Shiqing Zhang, Yijiao Yang, Chen Chen, Ruixin Liu, Xin Tao, Wenping Guo, Yicheng Xu, Xiaoming Zhao. Multimodal emotion recognition based on audio and text by using hybrid attention networks. Biomedical Signal Processing and Control (SCI二区，IF=5.1). 2023.
- Shiqing Zhang, Ruixin Liu, Yijiao Yang, Xiaoming Zhao, Jun Yu. Unsupervised Domain Adaptation Integrating Transformer and Mutual Information for Cross-Corpus Speech Emotion Recognition. Proceedings of the 30th ACM International Conference on Multimedia . 2022. CCF A类会议
- Wenping Guo, Xiaoming Zhao, Shiqing Zhang, Xianzhang Pan. Learning inter-class optical flow difference using generative adversarial networks for facial expression recognition. Multimedia Tools and Applications . 2022.
- Shiqing Zhang. 基于深度对抗学习的多模态抑郁症识别研究. 国家自然科学基金(面上项目). 2022.
- Shiqing Zhang, Xiaoming Zhao, Qi Tian. Spontaneous Speech Emotion Recognition Using Multiscale Deep Convolutional LSTM. IEEE Transactions on Affective Computing (SCI二区，IF=11.2). 2022. ESI高被引
- Haibo Zhang, Wenping Guo, Shiqing Zhang, Hongsheng Lu, Xiaoming Zhao. Unsupervised Deep Anomaly Detection for Medical Images Using an Improved Adversarial Autoencoder. Journal of Digital Imaging (SCI二区，IF=4.4). 2022.
- Shiqing Zhang, Xin Tao, Yuelong Chuang, Xiaoming Zhao. Learning deep multimodal affective features for spontaneous speech emotion recognition. Speech Communication (SCI三区，IF=3.2). 2021.
- Shiqing Zhang, Shiliang Zhang, Tiejun Huang, Wen Gao, Qi Tian. Learning Affective Features With a Hybrid Deep Model for Audio–Visual Emotion Recognition. IEEE Transactions on Circuits and Systems for Video Technology (SCI一区TOP期刊，IF=8.4). 2018.
- Shiqing Zhang, Shiliang Zhang, Tiejun Huang, Wen Gao. Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching. IEEE Transactions on Multimedia (SCI一区TOP期刊，IF=7.3). 2018. ESI高被引