教育背景 2007-08--2011-08 新加坡南洋理工大学 博士 2004-09--2007-07 西安交通大学 硕士 2000-09--2004-07 西安理工大学 学士 工作简历 2022-02~现在, 中国科学院自动化所, 研究员 2017-12~2022-02,清华大学, 副教授 2014-03~2017-11,清华大学, 助理教授 2011-09~2014-03,新加坡科技研究局, 科学家 社会兼职 2023-02-01-今,编委, Neuromorphic Computing and Engineering 编委 2021-02-01-今,Associate Editor, Journal of Control and Decision （Associate Editor） 2020-01-01-今,Associate Editor, Frontiers in Neuroscience （Associate Editor ） 2017-01-01-今,编委, 《控制与决策》编委

类脑计算理论、类脑智能、脉冲神经网络

Test-Time Training-Free Domain Adaptation Yongxiang Feng , Weihua He, Kaichao You, Bing Liu , Ziyang Zhang , Yaoyuan Wang , Minglei Li , Yihang Lou, Jiawei Li , Guoqi Li, Jianxing Liao ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.1-5, (2023) Advancing Spiking Neural Networks towards Deep Residual Learning Yifan Hu, Lei Deng, Yujie Wu, Man Yao , Guoqi Li A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks Jibin Wu, Yansong Chua, Malu Zhang, Guoqi Li, Haizhou Li, Kay Chen Tan IEEE Transactions on Neural Networks and Learning Systems, no. 1 (2023): 446-460 Sufficient Control of Complex Networks Xiang Li, Guoqi Li, Leitao Gao , Beibei Li , Gaoxi Xiao Training Full Spike Neural Networks via Auxiliary Accumulation Pathway Guangyao Chen, Peixi Peng , Guoqi Li, Yonghong Tian Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan IEEE/CAA Journal of Automatica Sinica, no. 2 (2022): 205-234 Theoretical foundations of studying criticality in the brain Yang Tian , Zeren Tan, Hedong Hou , Guoqi Li, Aohua Cheng , Yike Qiu , Kangyu Weng , Chun Chen , Pei Sun Network neuroscience, no. 4 (2022): 1-63 Survey on Graph Neural Network Acceleration: An Algorithmic Perspective. Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan, Shirui Pan, Yuan Xie ECAI, pp.5521-5529, (2022) Attention Spiking Neural Networks Man Yao , Guangshe Zhao, Hengyu Zhang , Yifan Hu , Lei Deng, Yonghong Tian , Bo Xu , Guoqi Li Rethinking Pretraining as a Bridge From ANNs to SNNs Yihan Lin, Yifan Hu , Shijie Ma , Dongjie Yu, Guoqi Li IEEE Trans Neural Netw Learn Syst, (2022): 1-14 CoGANet: Co-Guided Attention Network for Salient Object Detection Yufei Zhao , Yong Song, Guoqi Li, Yi Huang , Yashuo Bai , Ya Zhou, Qun Hao IEEE PHOTONICS JOURNAL, no. 4 (2022) LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing Zhenzhi Wu, Hehui Zhang , Yihan Lin, Guoqi Li, Meng Wang, Ye Tang IEEE Transactions on Neural Networks and Learning Systems, no. 11 (2022): 6249-6262 Adaptive Control of Second-Order Nonlinear Systems With Injection and Deception Attacks Yue Yang, Jiangshuai Huang, Xiaojie Su, Kai Wang, Guoqi Li IEEE Transactions on Systems, Man, and Cybernetics: Systems, no. 1 (2022): 574-581 General spiking neural network framework for learning trajectory from noisy mmWave radar Xin Liu, Mingyu Yan , Lei Deng, Yujie Wu, De Han , Guoqi Li, Xiaochun Ye , Dongrui Fan Neuromorphic Computing and Engineering, (2022) Neuromorphic computing chip with spatiotemporal elasticity for multi-intelligent-tasking robots Songchen Ma, Jing Pei, Weihao Zhang, Guanrui Wang, Dahu Feng , Fangwen Yu, Chenhang Song , Huanyu Qu , Cheng Ma, Mingsheng Lu , Faqiang Liu , Wenhao Zhou SCIENCE ROBOTICS, no. 67 (2022) KCPNet:张量分解的轻量卷积模块设计、部署与应用 王鼎衡, 赵广社 , 姚满 , 李国齐 Journal of Xi'an Jiaotong University, no. 3 (2022) E$^2$ DNet: An Ensembling Deep Neural Network for Solving Nonconvex Economic Dispatch in Smart Grid Bowen Xu, Fanghong Guo, Wen-An Zhang, Guoqi Li, Changyun Wen IEEE Transactions on Industrial Informatics, no. 5 (2022): 3066-3076 MSS-DepthNet: Depth Prediction with Multi-Step Spiking Neural Network Xiaoshan Wu , Weihua He, Man Yao, Ziyang Zhang , Yaoyuan Wang , Guoqi Li Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies Yang Wu , Dingheng Wang , Xiaotong Lu , Fan Yang , Guoqi Li, Weisheng Dong, Jianbo Shi Mach. Intell. Res., no. 5 (2022): 366-411 Information evolution in complex networks. Yang Tian, Guoqi Li, Pei Sun Chaos, no. 7 (2022): 073105