研究员，清华-IDG/麦戈文脑科学研究院     教授，清华大学自动化系       地址：清华大学中央主楼716房间         电子邮件：yug@tsinghua.edu.cn

[研究兴趣]   

胶质细胞、机器学习、计算脑科学。主要研究领域为计算科学与脑科学的交叉领域，即理论脑科学或计算神经科学，具体研究对象为超大规模、复杂、高维脑科学数据理解与分析中的数学模型、理论与方法，具体数据类型包括光学显微镜视频、电子显微镜图像、单细胞组学和空间转录组学等，具体生物问题涉及星形胶质细胞、多突出细胞和小胶质细胞在大脑正常功能与疾病中的作用。

[简历]                             

[部分发表]                             

• Xuelong Mi, Mengfan Wang, Alex Bo-Yuan Chen, Jing-Xuan Lim, Yizhi Wang, Misha Ahrens, Guoqiang Yu*, “BILCO: An Efficient Algorithm for Joint Alignment of Time Series”, Advances in Neural Information Processing Systems (NeurIPS’22), November 28, 2022. (*corresponding author)
• Mengfan Wang, Boyu Lyu, Guoqiang Yu*, “ConvexVST: A Convex Optimization Approach to Variance-stabilizing Transformation”, The International Conference on Machine Learning (ICML’21), July 18, 2021. (*corresponding author).
• Congchao Wang, Yizhi Wang, Guoqiang Yu*, “Efficient Global Multi-object Tracking Under Minimum-cost Circulation Framework”, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), April, 2020. (*corresponding author).
• Yizhi Wang, Congchao Wang, Petter Ranefall, Gerard Joey Broussard, Yinxue Wang, Guilai Shi, Boyu Lyu, Yue Wang, Lin Tian, Guoqiang Yu*, “SynQuant: An Automatic Tool to Quantify Synapses from Microscopy Images”, Bioinformatics, March 1, 2020. (*corresponding author).
• Congchao Wang, Yizhi Wang, Yinxue Wang, Chiung-Ting Wu, Guoqiang Yu*, “muSSP: Efficient Min-cost Flow Algorithm for Multi-object Tracking”, Advances in Neural Information Processing Systems (NeurIPS’19), December 9, 2019. (*corresponding author).
• Yizhi Wang, Nicole V. DelRosso, Trisha V. Vaidyanathan, Michelle K. Cahill, Michael E. Reitman, Silvia Pittolo, Xuelong Mi, Guoqiang Yu*, Kira E. Poskanzer*, “Accurate quantification of astrocyte and neurotransmitter fluorescence dynamics for single-cell and population-level physiology”, Nature Neuroscience, September 30, 2019. (*corresponding author).    
• Yizhi Wang, David J. Miller, Kira Poskanzer, Yue Wang, Lin Tian, Guoqiang Yu*, “Graphical Time Warping for Joint Alignment of Multiple Curves”, Advances in Neural Information Processing Systems (NIPS’16), 3648-3656, December, 2016 (*corresponding author).