Guoqi Li

206 papers A* 17A 3B 2C 4Journal 171Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Advancing the forward-forward algorithm towards high-performance deep local learning.
Neural Networks
Siyuan Xu, Yujie Wu, Jibin Wu, Lei Deng, Mingkun Xu, Qinghao Wen, Guoqi Li
2026 J jnl
BrainFuse: a unified infrastructure integrating realistic biological modeling and core AI methodology.
CoRR
Baiyu Chen, Yujie Wu, Siyuan Xu, Peng Qu, Dehua Wu, Xu Chu, Haodong Bian, Shuo Zhang, Bo Xu, Youhui Zhang, Zhengyu Ma, Guoqi Li
2026 J jnl
Enhancing robustness of spiking neural networks through retina-like coding and memory-based neurons.
Neural Networks
Jiahong Zhang, Kexin Wang, Man Yao, Han Xu, Peng Zhou, Bo Xu, Guoqi Li
2026 J jnl
Event-based low-power spiking gaze estimation.
Eng. Appl. Artif. Intell.
Zhipeng Sui, Weihua He, Fei Liang, Yongxiang Feng, Xiaobao Wei, Qiushuang Lian, Ziyang Zhang, Guoqi Li, Wenhui Wang
2026 J jnl
Parallel Training in Spiking Neural Networks.
CoRR
Yanbin Huang, Man Yao, Yuqi Pan, Changze Lv, Siyuan Xu, Xiaoqing Zheng, Bo Xu, Guoqi Li
2026 J jnl
SpikingBrain: Spiking Brain-inspired Large Models.
Trans. Mach. Learn. Res.
Yuqi Pan, Yupeng Feng, Jinghao Zhuang, Siyu Ding, Han Xu, Zehao Liu, Bohan Sun, Yuhong Chou, Xuerui Qiu, Anlin Deng, Anjie Hu, Shurong Wang, Peng Zhou, Man Yao, Jibin Wu, Jian Yang, Bo Xu, Guoqi Li
2025 J jnl
Advancing Spiking Neural Networks Toward Deep Residual Learning.
IEEE Trans. Neural Networks Learn. Syst.
Yifan Hu, Lei Deng, Yujie Wu, Man Yao, Guoqi Li
2025 J jnl
An Efficient Sequential Decentralized Federated Progressive Channel Pruning Strategy for Smart Grid Electricity Theft Detection.
IEEE Trans. Ind. Informatics
Fanghong Guo, Shengwei Li, Hao Yang, Chen Dong, Yifang Chen, Guoqi Li
2025 J jnl
AuthSim: Toward Authentic and Effective Safety-Critical Scenario Generation for Autonomous Driving Tests.
IEEE Trans. Intell. Transp. Syst.
Yukuan Yang, Xucheng Lu, Zhili Zhang, Zepeng Wu, Guoqi Li, Lingzhong Meng, Zhiming Ding, Yunzhi Xue
2025 J jnl
Breaking the Modality Wall: Time-step Mixup for Efficient Spiking Knowledge Transfer from Static to Event Domain.
CoRR
Yuqi Xie, Shuhan Ye, Yi Yu, Chong Wang, Qixin Zhang, Jiazhen Xu, Le Shen, Yuanbin Qian, Jiangbo Qian, Guoqi Li
2025 J jnl
DAFDet: A Unified Dynamic SAR Target Detection Architecture With Asymptotic Fusion Enhancement and Feature Encoding Decoupling.
IEEE Trans. Geosci. Remote. Sens.
Yahu Yang, Yuntao Du, Li Zhang, Guoqi Li, Yushi Chen, Guorui Cheng, Shenmin Song
2025 A* conf
Efficient 3D Recognition with Event-driven Spike Sparse Convolution.
AAAI
Xuerui Qiu, Man Yao, Jieyuan Zhang, Yuhong Chou, Ning Qiao, Shibo Zhou, Bo Xu, Guoqi Li
2025 J jnl
Enabling scale and rotation invariance in convolutional neural networks with retina like transformation.
Neural Networks
Jiahong Zhang, Guoqi Li, Qiaoyi Su, Lihong Cao, Yonghong Tian, Bo Xu
2025 J jnl
Event-Based Video Reconstruction Via Spatial-Temporal Heterogeneous Spiking Neural Network.
IEEE Trans. Circuits Syst. Video Technol.
Jiajie Yu, Xing Lu, Lijun Guo, Chong Wang, Guoqi Li, Jiangbo Qian
2025 J jnl
Human Activity Recognition using RGB-Event based Sensors: A Multi-modal Heat Conduction Model and A Benchmark Dataset.
CoRR
Shiao Wang, Xiao Wang, Bo Jiang, Lin Zhu, Guoqi Li, Yaowei Wang, Yonghong Tian, Jin Tang
2025 J jnl
Knowledge distillation for spiking neural networks: aligning features and saliency.
Neuromorph. Comput. Eng.
Yifan Hu, Guoqi Li, Lei Deng
2025 — conf
MMDEND: Dendrite-Inspired Multi-Branch Multi-Compartment Parallel Spiking Neuron for Sequence Modeling.
ACL (1)
Kexin Wang, Yuhong Chou, Di Shang, Shijie Mei, Jiahong Zhang, Yanbin Huang, Man Yao, Bo Xu, Guoqi Li
2025 A* conf
MVA: Linear Attention with High-order Query-Keys Integration and Multi-level Vocabulary Decomposition.
ICML
Ning Wang, Zekun Li, Tongxin Bai, Man Yao, Zhen Qin, Guoqi Li
2025 J jnl
SVL: Spike-based Vision-language Pretraining for Efficient 3D Open-world Understanding.
CoRR
Xuerui Qiu, Peixi Wu, Yaozhi Wen, Shaowei Gu, Yuqi Pan, Xinhao Luo, Bo Xu, Guoqi Li
2025 J jnl
Scaling Linear Attention with Sparse State Expansion.
CoRR
Yuqi Pan, Yongqi An, Zheng Li, Yuhong Chou, Rui-Jie Zhu, Xiaohui Wang, Mingxuan Wang, Jinqiao Wang, Guoqi Li
2025 J jnl
Scaling Spike-Driven Transformer With Efficient Spike Firing Approximation Training.
IEEE Trans. Pattern Anal. Mach. Intell.
Man Yao, Xuerui Qiu, Tianxiang Hu, Jiakui Hu, Yuhong Chou, Keyu Tian, Jianxing Liao, Luziwei Leng, Bo Xu, Guoqi Li
2025 J jnl
Spatial-Temporal Spiking Feature Pruning in Spiking Transformer.
IEEE Trans. Cogn. Dev. Syst.
Zhaokun Zhou, Kaiwei Che, Jun Niu, Man Yao, Guoqi Li, Li Yuan, Guibo Luo, Yuesheng Zhu
2025 A* conf
Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation.
AAAI
Zhenxin Lei, Man Yao, Jiakui Hu, Xinhao Luo, Yanye Lu, Bo Xu, Guoqi Li
2025 J jnl
Spiking Neural Networks for Temporal Processing: Status Quo and Future Prospects.
CoRR
Chenxiang Ma, Xinyi Chen, Yanchen Li, Qu Yang, Yujie Wu, Guoqi Li, Gang Pan, Huajin Tang, Kay Chen Tan, Jibin Wu
2025 J jnl
SpikingBrain Technical Report: Spiking Brain-inspired Large Models.
CoRR
Yuqi Pan, Yupeng Feng, Jinghao Zhuang, Siyu Ding, Zehao Liu, Bohan Sun, Yuhong Chou, Han Xu, Xuerui Qiu, Anlin Deng, Anjie Hu, Peng Zhou, Man Yao, Jibin Wu, Jian Yang, Guoliang Sun, Bo Xu, Guoqi Li
2025 J jnl
Temporal-Aware Spiking Transformer Hashing Based on 3D-DWT.
CoRR
Zihao Mei, Jianhao Li, Bolin Zhang, Chong Wang, Lijun Guo, Guoqi Li, Jiangbo Qian
2024 J jnl
A High Energy-Efficiency Multi-core Neuromorphic Architecture for Deep SNN Training.
CoRR
Mingjing Li, Huihui Zhou, Xiaofeng Xu, Zhiwei Zhong, Puli Quan, Xueke Zhu, Yanyu Lin, Wenjie Lin, Hongyu Guo, Junchao Zhang, Yunhao Ma, Wei Wang, Qingyan Meng, Zhengyu Ma, Guoqi Li, Xiaoxin Cui, Yonghong Tian
2024 J jnl
Boosting Zero-Shot Learning via Contrastive Optimization of Attribute Representations.
IEEE Trans. Neural Networks Learn. Syst.
Yu Du, Miaojing Shi, Fangyun Wei, Guoqi Li
2024 J jnl
Brain-Inspired Computing: A Systematic Survey and Future Trends.
Proc. IEEE
Guoqi Li, Lei Deng, Huajin Tang, Gang Pan, Yonghong Tian, Kaushik Roy, Wolfgang Maass
2024 J jnl
Corrections to "Brain-Inspired Computing: A Systematic Survey and Future Trends".
Proc. IEEE
Guoqi Li, Lei Deng, Huajin Tang, Gang Pan, Yonghong Tian, Kaushik Roy, Wolfgang Maass
2024 J jnl
Correlation-Aware Select and Merge Attention for Efficient Fine-Tuning and Context Length Extension.
CoRR
Ning Wang, Zekun Li, Tongxin Bai, Guoqi Li
2024 J jnl
Distance-Forward Learning: Enhancing the Forward-Forward Algorithm Towards High-Performance On-Chip Learning.
CoRR
Yujie Wu, Siyuan Xu, Jibin Wu, Lei Deng, Mingkun Xu, Qinghao Wen, Guoqi Li
2024 J jnl
Efficient 3D Recognition with Event-driven Spike Sparse Convolution.
CoRR
Xuerui Qiu, Man Yao, Jieyuan Zhang, Yuhong Chou, Ning Qiao, Shibo Zhou, Bo Xu, Guoqi Li
2024 J jnl
Event-Based Depth Prediction With Deep Spiking Neural Network.
IEEE Trans. Cogn. Dev. Syst.
Xiaoshan Wu, Weihua He, Man Yao, Ziyang Zhang, Yaoyuan Wang, Bo Xu, Guoqi Li
2024 J jnl
Flexible and Scalable Deep Dendritic Spiking Neural Networks with Multiple Nonlinear Branching.
CoRR
Yifan Huang, Wei Fang, Zhengyu Ma, Guoqi Li, Yonghong Tian
2024 A* conf
Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks.
AAAI
Xuerui Qiu, Rui-Jie Zhu, Yuhong Chou, Zhaorui Wang, Liang-Jian Deng, Guoqi Li
2024 J jnl
Guest Editorial: Special Issue on Advancing Machine Intelligence With Neuromorphic Computing.
IEEE Trans. Cogn. Dev. Syst.
Guoqi Li, Emre Neftci, Rong Xiao, Pablo Lanillos, Kaushik Roy
2024 A* conf
HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors.
AAAI
Xiao Wang, Zongzhen Wu, Bo Jiang, Zhimin Bao, Lin Zhu, Guoqi Li, Yaowei Wang, Yonghong Tian
2024 A* conf
High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost.
ICML
Jiakui Hu, Man Yao, Xuerui Qiu, Yuhong Chou, Yuxuan Cai, Ning Qiao, Yonghong Tian, Bo Xu, Guoqi Li
2024 J jnl
High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost.
CoRR
Jiakui Hu, Man Yao, Xuerui Qiu, Yuhong Chou, Yuxuan Cai, Ning Qiao, Yonghong Tian, Bo Xu, Guoqi Li
2024 J jnl
Improving Graph Collaborative Filtering via Spike Signal Embedding Perturbation.
IEEE Trans. Cogn. Dev. Syst.
Ying Ma, Gang Chen, Guoqi Li
2024 — conf
Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-Performance and Energy-Efficient Object Detection.
ECCV (32)
Xinhao Luo, Man Yao, Yuhong Chou, Bo Xu, Guoqi Li
2024 J jnl
Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection.
CoRR
Xinhao Luo, Man Yao, Yuhong Chou, Bo Xu, Guoqi Li
2024 A* conf
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map.
NeurIPS
Yuhong Chou, Man Yao, Kexin Wang, Yuqi Pan, Rui-Jie Zhu, Jibin Wu, Yiran Zhong, Yu Qiao, Bo Xu, Guoqi Li
2024 J jnl
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map.
CoRR
Yuhong Chou, Man Yao, Kexin Wang, Yuqi Pan, Rui-Jie Zhu, Yiran Zhong, Yu Qiao, Jibin Wu, Bo Xu, Guoqi Li
2024 J jnl
Multi-scale full spike pattern for semantic segmentation.
Neural Networks
Qiaoyi Su, Weihua He, Xiaobao Wei, Bo Xu, Guoqi Li
2024 J jnl
Network Group Partition and Core Placement Optimization for Neuromorphic Multi-Core and Multi-Chip Systems.
IEEE Trans. Emerg. Top. Comput. Intell.
Yukuan Yang, Qihang Fan, Tianyi Yan, Jing Pei, Guoqi Li
2024 J jnl
Network model with internal complexity bridges artificial intelligence and neuroscience.
Nat. Comput. Sci.
Linxuan He, Yunhui Xu, Weihua He, Yihan Lin, Yang Tian, Yujie Wu, Wenhui Wang, Ziyang Zhang, Junwei Han, Yonghong Tian, Bo Xu, Guoqi Li
2024 J jnl
Optimal Control of Temporal Networks With Variable Input and Node-Source Connection.
IEEE Trans. Cybern.
Jiawei Sun, Yukun Hao, Jiangshuai Huang, Changyun Wen, Guoqi Li
2024 A* conf
RSC-SNN: Exploring the Trade-off Between Adversarial Robustness and Accuracy in Spiking Neural Networks via Randomized Smoothing Coding.
ACM Multimedia
Keming Wu, Man Yao, Yuhong Chou, Xuerui Qiu, Rui Yang, Bo Xu, Guoqi Li
2024 J jnl
RSC-SNN: Exploring the Trade-off Between Adversarial Robustness and Accuracy in Spiking Neural Networks via Randomized Smoothing Coding.
CoRR
Keming Wu, Man Yao, Yuhong Chou, Xuerui Qiu, Rui Yang, Bo Xu, Guoqi Li
2024 J jnl
Rethinking Pretraining as a Bridge From ANNs to SNNs.
IEEE Trans. Neural Networks Learn. Syst.
Yihan Lin, Yifan Hu, Shijie Ma, Dongjie Yu, Guoqi Li
2024 J jnl
SNN-BERT: Training-efficient Spiking Neural Networks for energy-efficient BERT.
Neural Networks
Qiaoyi Su, Shijie Mei, Xingrun Xing, Man Yao, Jiajun Zhang, Bo Xu, Guoqi Li
2024 J jnl
Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training.
CoRR
Man Yao, Xuerui Qiu, Tianxiang Hu, Jiakui Hu, Yuhong Chou, Keyu Tian, Jianxing Liao, Luziwei Leng, Bo Xu, Guoqi Li
2024 J jnl
Spatio-temporal fusion graph convolutional network for traffic flow forecasting.
Inf. Fusion
Ying Ma, Haijie Lou, Ming Yan, Fanghui Sun, Guoqi Li
2024 J jnl
Spike Attention Coding for Spiking Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Jiawen Liu, Yifan Hu, Guoqi Li, Jing Pei, Lei Deng
2024 A* conf
Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips.
ICLR
Man Yao, Jiakui Hu, Tianxiang Hu, Yifan Xu, Zhaokun Zhou, Yonghong Tian, Bo Xu, Guoqi Li
2024 J jnl
Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips.
CoRR
Man Yao, Jiakui Hu, Tianxiang Hu, Yifan Xu, Zhaokun Zhou, Yonghong Tian, Bo Xu, Guoqi Li
2024 J jnl
Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation.
CoRR
Zhenxin Lei, Man Yao, Jiakui Hu, Xinhao Luo, Yanye Lu, Bo Xu, Guoqi Li
2024 J jnl
SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks.
Trans. Mach. Learn. Res.
Rui-Jie Zhu, Qihang Zhao, Guoqi Li, Jason Eshraghian
2024 — conf
SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network.
ACL (1)
Kexin Wang, Jiahong Zhang, Yong Ren, Man Yao, Di Shang, Bo Xu, Guoqi Li
2024 J jnl
SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network.
CoRR
Kexin Wang, Jiahong Zhang, Yong Ren, Man Yao, Di Shang, Bo Xu, Guoqi Li
2024 A* conf
Spiking Transformer with Experts Mixture.
NeurIPS
Zhaokun Zhou, Yijie Lu, Yanhao Jia, Kaiwei Che, Jun Niu, Liwei Huang, Xinyu Shi, Yuesheng Zhu, Guoqi Li, Zhaofei Yu, Li Yuan
2024 J jnl
Structural Controllability of Multiplex Networks With the Minimum Number of Driver Nodes.
IEEE Trans. Control. Netw. Syst.
Xiang Li, Guoqi Li, Leitao Gao, Lock Yue Chew, Gaoxi Xiao
2024 J jnl
Target Controllability of Multiplex Networks With Weighted Interlayer Edges.
IEEE Trans. Netw. Sci. Eng.
Jie Ding, Yaozhong Zhang, Kun Song, Guoqi Li, Wei Wang, Kexin Liu
2024 J jnl
Target-Embedding Autoencoder With Knowledge Distillation for Multi-Label Classification.
IEEE Trans. Emerg. Top. Comput. Intell.
Ying Ma, Xiaoyan Zou, Qizheng Pan, Ming Yan, Guoqi Li
2024 J jnl
Toward Large-scale Spiking Neural Networks: A Comprehensive Survey and Future Directions.
CoRR
Yangfan Hu, Qian Zheng, Guoqi Li, Huajin Tang, Gang Pan
2023 J jnl
A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Jibin Wu, Yansong Chua, Malu Zhang, Guoqi Li, Haizhou Li, Kay Chen Tan
2023 J jnl
Attention Spiking Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Man Yao, Guangshe Zhao, Hengyu Zhang, Yifan Hu, Lei Deng, Yonghong Tian, Bo Xu, Guoqi Li
2023 J jnl
Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization.
IEEE Trans. Neural Networks Learn. Syst.
Lei Deng, Yujie Wu, Yifan Hu, Ling Liang, Guoqi Li, Xing Hu, Yufei Ding, Peng Li, Yuan Xie
2023 J jnl
Event-Based Semantic Segmentation With Posterior Attention.
IEEE Trans. Image Process.
Zexi Jia, Kaichao You, Weihua He, Yang Tian, Yongxiang Feng, Yaoyuan Wang, Xu Jia, Yihang Lou, Jingyi Zhang, Guoqi Li, Ziyang Zhang
2023 J jnl
Exploring Adversarial Attack in Spiking Neural Networks With Spike-Compatible Gradient.
IEEE Trans. Neural Networks Learn. Syst.
Ling Liang, Xing Hu, Lei Deng, Yujie Wu, Guoqi Li, Yufei Ding, Peng Li, Yuan Xie
2023 — conf
Filtered Observations for Model-Based Multi-agent Reinforcement Learning.
ECML/PKDD (4)
Linghui Meng, Xuantang Xiong, Yifan Zang, Xi Zhang, Guoqi Li, Dengpeng Xing, Bo Xu
2023 J jnl
Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks.
CoRR
Xuerui Qiu, Rui-Jie Zhu, Yuhong Chou, Zhaorui Wang, Liang-Jian Deng, Guoqi Li
2023 A* conf
Inherent Redundancy in Spiking Neural Networks.
ICCV
Man Yao, Jiakui Hu, Guangshe Zhao, Yaoyuan Wang, Ziyang Zhang, Bo Xu, Guoqi Li
2023 J jnl
Inherent Redundancy in Spiking Neural Networks.
CoRR
Man Yao, Jiakui Hu, Guangshe Zhao, Yaoyuan Wang, Ziyang Zhang, Bo Xu, Guoqi Li
2023 J jnl
Kronecker CP Decomposition With Fast Multiplication for Compressing RNNs.
IEEE Trans. Neural Networks Learn. Syst.
Dingheng Wang, Bijiao Wu, Guangshe Zhao, Man Yao, Hengnu Chen, Lei Deng, Tianyi Yan, Guoqi Li
2023 J jnl
NP-Hardness of Tensor Network Contraction Ordering.
CoRR
Jianyu Xu, Hanwen Zhang, Ling Liang, Lei Deng, Yuan Xie, Guoqi Li
2023 J jnl
Probabilistic Modeling: Proving the Lottery Ticket Hypothesis in Spiking Neural Network.
CoRR
Man Yao, Yuhong Chou, Guangshe Zhao, Xiawu Zheng, Yonghong Tian, Bo Xu, Guoqi Li
2023 J jnl
Semi-supervised partial label learning algorithm via reliable label propagation.
Appl. Intell.
Ying Ma, Dayuan Chen, Tian Wang, Guoqi Li, Ming Yan
2023 J jnl
Sparser spiking activity can be better: Feature Refine-and-Mask spiking neural network for event-based visual recognition.
Neural Networks
Man Yao, Hengyu Zhang, Guangshe Zhao, Xiyu Zhang, Dingheng Wang, Gang Cao, Guoqi Li
2023 A* conf
Spike-driven Transformer.
NeurIPS
Man Yao, Jiakui Hu, Zhaokun Zhou, Li Yuan, Yonghong Tian, Bo Xu, Guoqi Li
2023 J jnl
Spike-driven Transformer.
CoRR
Man Yao, Jiakui Hu, Zhaokun Zhou, Li Yuan, Yonghong Tian, Bo Xu, Guoqi Li
2023 J jnl
SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence.
CoRR
Wei Fang, Yanqi Chen, Jianhao Ding, Zhaofei Yu, Timothée Masquelier, Ding Chen, Liwei Huang, Huihui Zhou, Guoqi Li, Yonghong Tian
2023 J jnl
Sufficient Control of Complex Networks.
CoRR
Xiang Li, Guoqi Li, Leitao Gao, Beibei Li, Gaoxi Xiao
2023 A conf
Task-Prompt Generalised World Model in Multi-Environment Offline Reinforcement Learning.
ECAI
Xuantang Xiong, Linghui Meng, Jingqing Ruan, Qingyang Zhang, Guoqi Li, Dengpeng Xing, Bo Xu
2023 J jnl
Training Full Spike Neural Networks via Auxiliary Accumulation Pathway.
CoRR
Guangyao Chen, Peixi Peng, Guoqi Li, Yonghong Tian
2022 J jnl
A Comprehensive and Modularized Statistical Framework for Gradient Norm Equality in Deep Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhaodong Chen, Lei Deng, Bangyan Wang, Guoqi Li, Yuan Xie
2022 A conf
Accelerating Spatiotemporal Supervised Training of Large-Scale Spiking Neural Networks on GPU.
DATE
Ling Liang, Zhaodong Chen, Lei Deng, Fengbin Tu, Guoqi Li, Yuan Xie
2022 J jnl
Adaptive Control of Second-Order Nonlinear Systems With Injection and Deception Attacks.
IEEE Trans. Syst. Man Cybern. Syst.
Yue Yang, Jiangshuai Huang, Xiaojie Su, Kai Wang, Guoqi Li
2022 J jnl
Attention Spiking Neural Networks.
CoRR
Man Yao, Guangshe Zhao, Hengyu Zhang, Yifan Hu, Lei Deng, Yonghong Tian, Bo Xu, Guoqi Li
2022 J jnl
Attention-based Local Mean K-Nearest Centroid Neighbor Classifier.
Expert Syst. Appl.
Ying Ma, Rui Huang, Ming Yan, Guoqi Li, Tian Wang
2022 J jnl
Boosting Zero-shot Learning via Contrastive Optimization of Attribute Representations.
CoRR
Yu Du, Miaojing Shi, Fangyun Wei, Guoqi Li
2022 J jnl
E$^2$ DNet: An Ensembling Deep Neural Network for Solving Nonconvex Economic Dispatch in Smart Grid.
IEEE Trans. Ind. Informatics
Bowen Xu, Fanghong Guo, Wen-An Zhang, Guoqi Li, Changyun Wen
2022 J jnl
Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies.
Int. J. Autom. Comput.
Yang Wu, Dingheng Wang, Xiaotong Lu, Fan Yang, Man Yao, Weisheng Dong, Jianbo Shi, Guoqi Li
2022 J jnl
General spiking neural network framework for the learning trajectory from a noisy mmWave radar.
Neuromorph. Comput. Eng.
Xin Liu, Mingyu Yan, Lei Deng, Yujie Wu, De Han, Guoqi Li, Xiaochun Ye, Dongrui Fan
2022 J jnl
H2Learn: High-Efficiency Learning Accelerator for High-Accuracy Spiking Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Ling Liang, Zheng Qu, Zhaodong Chen, Fengbin Tu, Yujie Wu, Lei Deng, Guoqi Li, Peng Li, Yuan Xie
2022 J jnl
HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors.
CoRR
Xiao Wang, Zongzhen Wu, Bo Jiang, Zhimin Bao, Lin Zhu, Guoqi Li, Yaowei Wang, Yonghong Tian
2022 J jnl
Hardware-Enabled Efficient Data Processing With Tensor-Train Decomposition.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Zheng Qu, Lei Deng, Bangyan Wang, Hengnu Chen, Jilan Lin, Ling Liang, Guoqi Li, Zheng Zhang, Yuan Xie
2022 J jnl
LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing.
IEEE Trans. Neural Networks Learn. Syst.
Zhenzhi Wu, Hehui Zhang, Yihan Lin, Guoqi Li, Meng Wang, Ye Tang
2022 A* conf
Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model.
CVPR
Yu Du, Fangyun Wei, Zihe Zhang, Miaojing Shi, Yue Gao, Guoqi Li
2022 J jnl
Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model.
CoRR
Yu Du, Fangyun Wei, Zihe Zhang, Miaojing Shi, Yue Gao, Guoqi Li
2022 J jnl
Modeling learnable electrical synapse for high precision spatio-temporal recognition.
Neural Networks
Zhenzhi Wu, Zhihong Zhang, Huanhuan Gao, Jun Qin, Rongzhen Zhao, Guangshe Zhao, Guoqi Li
2022 J jnl
Neuromorphic computing chip with spatiotemporal elasticity for multi-intelligent-tasking robots.
Sci. Robotics
Songchen Ma, Jing Pei, Weihao Zhang, Guanrui Wang, Dahu Feng, Fangwen Yu, Chenhang Song, Huanyu Qu, Cheng Ma, Mingsheng Lu, Faqiang Liu, Wenhao Zhou, Yujie Wu, Yihan Lin, Hongyi Li, Taoyi Wang, Jiuru Song, Xue Liu, Guoqi Li, Rong Zhao, Luping Shi
2022 J jnl
Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey.
IEEE CAA J. Autom. Sinica
Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan
2022 — conf
Self-Knowledge Distillation from Target-Embedding AutoEncoder for Multi-Label Classification.
ICKG
Qizheng Pan, Ming Yan, Guoqi Li, Jianmin Li, Ying Ma
2022 J jnl
Spatiotemporal Input Control: Leveraging Temporal Variation in Network Dynamics.
IEEE CAA J. Autom. Sinica
Yihan Lin, Jiawei Sun, Guoqi Li, Gaoxi Xiao, Changyun Wen, Lei Deng, Harry Eugene Stanley
2022 A* conf
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective.
IJCAI
Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan, Shirui Pan, Yuan Xie
2022 J jnl
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective.
CoRR
Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan, Shirui Pan, Yuan Xie
2021 — conf
A K-Nearest Centroid Neighbor with attention Classifier.
CSAI
Rui Huang, Ying Ma, Tian Wang, Guoqi Li, Ming Yan
2021 J jnl
Advancing Residual Learning towards Powerful Deep Spiking Neural Networks.
CoRR
Yifan Hu, Yujie Wu, Lei Deng, Guoqi Li
2021 J jnl
An Accelerated Distributed Gradient-Based Algorithm for Constrained Optimization With Application to Economic Dispatch in a Large-Scale Power System.
IEEE Trans. Syst. Man Cybern. Syst.
Fanghong Guo, Guoqi Li, Changyun Wen, Lei Wang, Ziyang Meng
2021 J jnl
Core Placement Optimization for Multi-chip Many-core Neural Network Systems with Reinforcement Learning.
ACM Trans. Design Autom. Electr. Syst.
Nan Wu, Lei Deng, Guoqi Li, Yuan Xie
2021 J jnl
Effective and Efficient Batch Normalization Using a Few Uncorrelated Data for Statistics Estimation.
IEEE Trans. Neural Networks Learn. Syst.
Zhaodong Chen, Lei Deng, Guoqi Li, Jiawei Sun, Xing Hu, Ling Liang, Yufei Ding, Yuan Xie
2021 J jnl
Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions.
CoRR
Yang Wu, Dingheng Wang, Xiaotong Lu, Fan Yang, Guoqi Li, Weisheng Dong, Jianbo Shi
2021 J jnl
Fast Search of the Optimal Contraction Sequence in Tensor Networks.
IEEE J. Sel. Top. Signal Process.
Ling Liang, Jianyu Xu, Lei Deng, Mingyu Yan, Xing Hu, Zheng Zhang, Guoqi Li, Yuan Xie
2021 A* conf
Going Deeper With Directly-Trained Larger Spiking Neural Networks.
AAAI
Hanle Zheng, Yujie Wu, Lei Deng, Yifan Hu, Guoqi Li
2021 J jnl
H2Learn: High-Efficiency Learning Accelerator for High-Accuracy Spiking Neural Networks.
CoRR
Ling Liang, Zheng Qu, Zhaodong Chen, Fengbin Tu, Yujie Wu, Lei Deng, Guoqi Li, Peng Li, Yuan Xie
2021 J jnl
Key Nodes Selection in Controlling Complex Networks via Convex Optimization.
IEEE Trans. Cybern.
Jie Ding, Changyun Wen, Guoqi Li, Zhenghua Chen
2021 J jnl
Linear Quadratic Optimal Control of Time-Invariant Linear Networks With Selectable Input Matrix.
IEEE Trans. Cybern.
Yukun Hao, Tianshu Wang, Guoqi Li, Changyun Wen
2021 J jnl
Nonlinear tensor train format for deep neural network compression.
Neural Networks
Dingheng Wang, Guangshe Zhao, Hengnu Chen, Zhexian Liu, Lei Deng, Guoqi Li
2021 J jnl
Optimal Target Control of Complex Networks With Selectable Inputs.
IEEE Trans. Control. Netw. Syst.
Leitao Gao, Guangshe Zhao, Guoqi Li, Fanghong Guo, Fei Zeng
2021 J jnl
QTTNet: Quantized tensor train neural networks for 3D object and video recognition.
Neural Networks
Donghyun Lee, Dingheng Wang, Yukuan Yang, Lei Deng, Guangshe Zhao, Guoqi Li
2021 J jnl
Sampling methods for efficient training of graph convolutional networks: A survey.
CoRR
Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan
2021 J jnl
Target Controllability in Multilayer Networks via Minimum-Cost Maximum-Flow Method.
IEEE Trans. Neural Networks Learn. Syst.
Jie Ding, Changyun Wen, Guoqi Li, Pengfei Tu, Dongxu Ji, Ying Zou, Jiangshuai Huang
2021 J jnl
Target Controllability of Two-Layer Multiplex Networks Based on Network Flow Theory.
IEEE Trans. Cybern.
Kun Song, Guoqi Li, Xumin Chen, Lei Deng, Gaoxi Xiao, Fei Zeng, Pei Jing
2021 J jnl
Tensor train decomposition for solving large-scale linear equations.
Neurocomputing
Hengnu Chen, Lei Deng, Zheng Qu, Ling Liang, Tianyi Yan, Yuan Xie, Guoqi Li
2021 J jnl
Training and inference for integer-based semantic segmentation network.
Neurocomputing
Jiayi Yang, Lei Deng, Yukuan Yang, Yuan Xie, Guoqi Li
2020 J jnl
A Comprehensive and Modularized Statistical Framework for Gradient Norm Equality in Deep Neural Networks.
CoRR
Zhaodong Chen, Lei Deng, Bangyan Wang, Guoqi Li, Yuan Xie
2020 J jnl
Adaptive Event-Triggered Control of Nonlinear Systems With Controller and Parameter Estimator Triggering.
IEEE Trans. Autom. Control.
Jiangshuai Huang, Wei Wang, Changyun Wen, Guoqi Li
2020 J jnl
Automatic Cataract Classification Using Deep Neural Network With Discrete State Transition.
IEEE Trans. Medical Imaging
Yue Zhou, Guoqi Li, Huiqi Li
2020 J jnl
Brain-inspired global-local hybrid learning towards human-like intelligence.
CoRR
Yujie Wu, Rong Zhao, Jun Zhu, Feng Chen, Mingkun Xu, Guoqi Li, Sen Song, Lei Deng, Guanrui Wang, Hao Zheng, Jing Pei, Youhui Zhang, Mingguo Zhao, Luping Shi
2020 J jnl
Comparing SNNs and RNNs on Neuromorphic Vision Datasets: Similarities and Differences.
CoRR
Weihua He, Yujie Wu, Lei Deng, Guoqi Li, Haoyu Wang, Yang Tian, Wei Ding, Wenhui Wang, Yuan Xie
2020 J jnl
Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.
Neural Networks
Weihua He, Yujie Wu, Lei Deng, Guoqi Li, Haoyu Wang, Yang Tian, Wei Ding, Wenhui Wang, Yuan Xie
2020 J jnl
Compressing 3DCNNs based on tensor train decomposition.
Neural Networks
Dingheng Wang, Guangshe Zhao, Guoqi Li, Lei Deng, Yang Wu
2020 J jnl
Distributed adaptive leader-follower and leaderless consensus control of a class of strict-feedback nonlinear systems: a unified approach.
Autom.
Jiangshuai Huang, Wei Wang, Changyun Wen, Jing Zhou, Guoqi Li
2020 J jnl
Distributed consensus of heterogeneous multi-agent systems subject to switching topologies and delays.
J. Frankl. Inst.
Min Meng, Gaoxi Xiao, Chao Zhai, Guoqi Li, Zhen Wang
2020 J jnl
Exploring Adversarial Attack in Spiking Neural Networks with Spike-Compatible Gradient.
CoRR
Ling Liang, Xing Hu, Lei Deng, Yujie Wu, Guoqi Li, Yufei Ding, Peng Li, Yuan Xie
2020 J jnl
Going Deeper With Directly-Trained Larger Spiking Neural Networks.
CoRR
Hanle Zheng, Yujie Wu, Lei Deng, Yifan Hu, Guoqi Li
2020 J jnl
Hybrid tensor decomposition in neural network compression.
Neural Networks
Bijiao Wu, Dingheng Wang, Guangshe Zhao, Lei Deng, Guoqi Li
2020 J jnl
Matrix Function Optimization Problems Under Orthonormal Constraint.
IEEE Trans. Syst. Man Cybern. Syst.
Guoqi Li, Fei Zeng, Huiqi Li, A. K. Qin
2020 J jnl
Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey.
Proc. IEEE
Lei Deng, Guoqi Li, Song Han, Luping Shi, Yuan Xie
2020 J jnl
Parallel alternating direction method of multipliers.
Inf. Sci.
Jiaqi Yan, Fanghong Guo, Changyun Wen, Guoqi Li
2020 J jnl
Rethinking the performance comparison between SNNS and ANNS.
Neural Networks
Lei Deng, Yujie Wu, Xing Hu, Ling Liang, Yufei Ding, Guoqi Li, Guangshe Zhao, Peng Li, Yuan Xie
2020 J jnl
SemiMap: A Semi-Folded Convolution Mapping for Speed-Overhead Balance on Crossbars.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Lei Deng, Yuan Xie, Ling Liang, Guanrui Wang, Liang Chang, Xing Hu, Xin Ma, Liu Liu, Jing Pei, Guoqi Li
2020 J jnl
Sparsity-Inspired Optimal Topology Control of Complex Networks.
IEEE Trans. Netw. Sci. Eng.
Jie Ding, Changyun Wen, Guoqi Li, XuLei Yang, Tianjiang Hu
2020 J jnl
Supervised learning in spiking neural networks with synaptic delay-weight plasticity.
Neurocomputing
Malu Zhang, Jibin Wu, Ammar Belatreche, Zihan Pan, Xiurui Xie, Yansong Chua, Guoqi Li, Hong Qu, Haizhou Li
2020 J jnl
Target Control of Directed Networks based on Network Flow Problems.
IEEE Trans. Control. Netw. Syst.
Guoqi Li, Xumin Chen, Pei Tang, Gaoxi Xiao, Changyun Wen, Luping Shi
2020 J jnl
Target control and expandable target control of complex networks.
J. Frankl. Inst.
Guoqi Li, Pei Tang, Xumin Chen, Gaoxi Xiao, Min Meng, Cheng Ma, Luping Shi
2020 J jnl
Tianjic: A Unified and Scalable Chip Bridging Spike-Based and Continuous Neural Computation.
IEEE J. Solid State Circuits
Lei Deng, Guanrui Wang, Guoqi Li, Shuangchen Li, Ling Liang, Maohua Zhu, Yujie Wu, Zheyu Yang, Zhe Zou, Jing Pei, Zhenzhi Wu, Xing Hu, Yufei Ding, Wei He, Yuan Xie, Luping Shi
2020 J jnl
Training and Inference for Integer-Based Semantic Segmentation Network.
CoRR
Jiayi Yang, Lei Deng, Yukuan Yang, Yuan Xie, Guoqi Li
2020 J jnl
Training high-performance and large-scale deep neural networks with full 8-bit integers.
Neural Networks
Yukuan Yang, Lei Deng, Shuang Wu, Tianyi Yan, Yuan Xie, Guoqi Li
2020 A conf
fuseGNN: Accelerating Graph Convolutional Neural Network Training on GPGPU.
ICCAD
Zhaodong Chen, Mingyu Yan, Maohua Zhu, Lei Deng, Guoqi Li, Shuangchen Li, Yuan Xie
2019 J jnl
A Hybrid Learning Rule for Efficient and Rapid Inference with Spiking Neural Networks.
CoRR
Jibin Wu, Yansong Chua, Malu Zhang, Guoqi Li, Haizhou Li, Kay Chen Tan
2019 J jnl
Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization.
CoRR
Lei Deng, Yujie Wu, Yifan Hu, Ling Liang, Guoqi Li, Xing Hu, Yufei Ding, Peng Li, Yuan Xie
2019 J jnl
Controllability of Markovian jump Boolean control networks.
Autom.
Min Meng, Gaoxi Xiao, Chao Zhai, Guoqi Li
2019 J jnl
Controlling Directed Networks With Evolving Topologies.
IEEE Trans. Control. Netw. Syst.
Guoqi Li, Jie Ding, Changyun Wen, Lei Wang, Fanghong Guo
2019 J jnl
DashNet: A Hybrid Artificial and Spiking Neural Network for High-speed Object Tracking.
CoRR
Zheyu Yang, Yujie Wu, Guanrui Wang, Yukuan Yang, Guoqi Li, Lei Deng, Jun Zhu, Luping Shi
2019 B conf
Deep Spiking Neural Network with Spike Count based Learning Rule.
IJCNN
Jibin Wu, Yansong Chua, Malu Zhang, Qu Yang, Guoqi Li, Haizhou Li
2019 J jnl
Deep Spiking Neural Network with Spike Count based Learning Rule.
CoRR
Jibin Wu, Yansong Chua, Malu Zhang, Qu Yang, Guoqi Li, Haizhou Li
2019 A* conf
Direct Training for Spiking Neural Networks: Faster, Larger, Better.
AAAI
Yujie Wu, Lei Deng, Guoqi Li, Jun Zhu, Yuan Xie, Luping Shi
2019 — conf
Dynamic Sparse Graph for Efficient Deep Learning.
ICLR (Poster)
Liu Liu, Lei Deng, Xing Hu, Maohua Zhu, Guoqi Li, Yufei Ding, Yuan Xie
2019 J jnl
L1-Norm Batch Normalization for Efficient Training of Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Shuang Wu, Guoqi Li, Lei Deng, Liu Liu, Dong Wu, Yuan Xie, Luping Shi
2019 J jnl
Lossless Compression for 3DCNNs Based on Tensor Train Decomposition.
CoRR
Dingheng Wang, Guangshe Zhao, Guoqi Li, Lei Deng, Yang Wu
2019 J jnl
Minimum Cost Control of Directed Networks With Selectable Control Inputs.
IEEE Trans. Cybern.
Guoqi Li, Jie Ding, Changyun Wen, Jiangshuai Huang
2019 J jnl
Motor Imagery EEG Signals Classification Based on Mode Amplitude and Frequency Components Using Empirical Wavelet Transform.
IEEE Access
Muhammad Tariq Sadiq, Xiaojun Yu, Zhaohui Yuan, Zeming Fan, Ateeq Ur Rehman, Guoqi Li, Gaoxi Xiao
2019 J jnl
Motor Imagery EEG Signals Decoding by Multivariate Empirical Wavelet Transform-Based Framework for Robust Brain-Computer Interfaces.
IEEE Access
Muhammad Tariq Sadiq, Xiaojun Yu, Zhaohui Yuan, Zeming Fan, Ateeq Ur Rehman, Inam Ullah, Guoqi Li, Gaoxi Xiao
2019 J jnl
Robust Task-Oriented Markerless Extrinsic Calibration for Robotic Pick-and-Place Scenarios.
IEEE Access
Yong Zhou, Qiang Fang, Kuang Zhao, Dengqing Tang, Han Zhou, Guoqi Li, Xiaojia Xiang, Tianjiang Hu
2019 J jnl
Training High-Performance and Large-Scale Deep Neural Networks with Full 8-bit Integers.
CoRR
Yukuan Yang, Shuang Wu, Lei Deng, Tianyi Yan, Yuan Xie, Guoqi Li
2018 J jnl
Batch Normalization Sampling.
CoRR
Zhaodong Chen, Lei Deng, Guoqi Li, Jiawei Sun, Xing Hu, Xin Ma, Yuan Xie
2018 J jnl
Crossbar-Aware Neural Network Pruning.
IEEE Access
Ling Liang, Lei Deng, Yueling Zeng, Xing Hu, Yu Ji, Xin Ma, Guoqi Li, Yuan Xie
2018 J jnl
Crossbar-aware neural network pruning.
CoRR
Ling Liang, Lei Deng, Yueling Zeng, Xing Hu, Yu Ji, Xin Ma, Guoqi Li, Yuan Xie
2018 J jnl
Direct Training for Spiking Neural Networks: Faster, Larger, Better.
CoRR
Yujie Wu, Lei Deng, Guoqi Li, Jun Zhu, Luping Shi
2018 J jnl
Dynamic Sparse Graph for Efficient Deep Learning.
CoRR
Liu Liu, Lei Deng, Xing Hu, Maohua Zhu, Guoqi Li, Yufei Ding, Yuan Xie
2018 J jnl
Fully Distributed Adaptive Consensus Control of a Class of High-Order Nonlinear Systems With a Directed Topology and Unknown Control Directions.
IEEE Trans. Cybern.
Jiangshuai Huang, Yongduan Song, Wei Wang, Changyun Wen, Guoqi Li
2018 A* conf
HitNet: Hybrid Ternary Recurrent Neural Network.
NeurIPS
Peiqi Wang, Xinfeng Xie, Lei Deng, Guoqi Li, Dongsheng Wang, Yuan Xie
2018 J jnl
L1-Norm Batch Normalization for Efficient Training of Deep Neural Networks.
CoRR
Shuang Wu, Guoqi Li, Lei Deng, Liu Liu, Yuan Xie, Luping Shi
2018 — conf
Leader-Follower Consensus over Directed Networks with Time-varying Nonlinear Multi-agents using Minimum Number of Leaders.
ICCA
Guangshe Zhao, Leitao Gao, Guoqi Li, Yuming Liu, Jiangshuai Huang, Changyun Wen
2018 J jnl
Synchronization of Coupled Dynamical Systems: Tolerance to Weak Connectivity and Arbitrarily Bounded Time-Varying Delays.
IEEE Trans. Autom. Control.
Ziyang Meng, Tao Yang, Guoqi Li, Wei Ren, Di Wu
2018 J jnl
Target Control of Directed Networks based on Network Flow Problems.
CoRR
Guoqi Li, Xumin Chen, Pei Tang, Gaoxi Xiao, Changyun Wen, Luping Shi
2018 J jnl
Towards a Unified Framework of Matrix Derivatives.
IEEE Access
Jianyu Xu, Guoqi Li, Changyun Wen, Kun Wu, Lei Deng
2017 J jnl
A distributed hierarchical algorithm for multi-cluster constrained optimization.
Autom.
Fanghong Guo, Changyun Wen, Jianfeng Mao, Guoqi Li, Yong-Duan Song
2017 J jnl
Boundary Constraints for Minimum Cost Control of Directed Networks.
IEEE Trans. Cybern.
Guoqi Li, Pei Tang, Changyun Wen, Ziyang Meng
2017 B conf
Energy Generation Scheduling in Microgrids Involving Temporal-Correlated Renewable Energy.
GLOBECOM
Ran Wang, Gaoxi Xiao, Ping Wang, Yue Cao, Guoqi Li, Jie Hao, Kun Zhu
2017 J jnl
Opinion diversity and community formation in adaptive networks.
CoRR
Yi Yu, Gaoxi Xiao, Guoqi Li, Wee Peng Tay
2017 — conf
Optimal control of weighted networks based on node connection strength.
ISIE
Jie Ding, Changyun Wen, Guoqi Li
2017 J jnl
Smooth control design for adaptive leader-following consensus control of a class of high-order nonlinear systems with time-varying reference.
Autom.
Jiangshuai Huang, Yong-Duan Song, Wei Wang, Changyun Wen, Guoqi Li
2017 J jnl
Spatio-Temporal Backpropagation for Training High-performance Spiking Neural Networks.
CoRR
Yujie Wu, Lei Deng, Guoqi Li, Jun Zhu, Luping Shi
2016 J jnl
Hierarchical Chunking of Sequential Memory on Neuromorphic Architecture with Reduced Synaptic Plasticity.
Frontiers Comput. Neurosci.
Guoqi Li, Lei Deng, Dong Wang, Wei Wang, Fei Zeng, Ziyang Zhang, Huanglong Li, Sen Song, Pei Jing, Luping Shi
2016 J jnl
Locality sensitive batch feature extraction for high-dimensional data.
Neurocomputing
Jie Ding, Changyun Wen, Guoqi Li, Chin-Seng Chua
2015 J jnl
Fixed point iteration in identifying bilinear models.
Syst. Control. Lett.
Guoqi Li, Changyun Wen, Aimin Zhang
2015 J jnl
Iterative identification of block-oriented nonlinear systems based on biconvex optimization.
Syst. Control. Lett.
Guoqi Li, Changyun Wen, Wei Xing Zheng, Guangshe Zhao
2015 J jnl
Memory Dynamics in Attractor Networks.
Comput. Intell. Neurosci.
Guoqi Li, Kiruthika Ramanathan, Ning Ning, Luping Shi, Changyun Wen
2014 C conf
Min-max discriminant analysis based on gradient method for feature extraction.
ICARCV
Jie Ding, Guoqi Li, Changyun Wen, Chin-Seng Chua
2014 C conf
Support vector machine based liver cancer early detection using magnetic resonance images.
ICARCV
Lei Meng, Changyun Wen, Guoqi Li
2014 J jnl
Towards the online learning with Kernels in classification and regression.
Evol. Syst.
Guoqi Li, Guangshe Zhao, Feng Yang
2013 J jnl
Behind the magical numbers: Hierarchical Chunking and the Human Working Memory Capacity.
Int. J. Neural Syst.
Guoqi Li, Ning Ning, Kiruthika Ramanathan, Wei He, Li Pan, Luping Shi
2013 J jnl
Model-Based Online Learning With Kernels.
IEEE Trans. Neural Networks Learn. Syst.
Guoqi Li, Changyun Wen, Zhengguo Li, Aimin Zhang, Feng Yang, Kezhi Mao
2013 C conf
Revised online learning with kernels for classification and regression.
CIDM
Guoqi Li, Ning Ning, Kiruthika Ramanathan, Luping Shi
2012 J jnl
Identification of Wiener Systems With Clipped Observations.
IEEE Trans. Signal Process.
Guoqi Li, Changyun Wen
2012 J jnl
Presynaptic Learning and Memory with a Persistent Firing Neuron and a Habituating Synapse: a Model of Short Term Persistent Habituation.
Int. J. Neural Syst.
Kiruthika Ramanathan, Ning Ning, Dhiviya Dhanasekar, Guoqi Li, Luping Shi, Prahlad Vadakkepat
2011 J jnl
Convergence of normalized iterative identification of Hammerstein systems.
Syst. Control. Lett.
Guoqi Li, Changyun Wen
2011 J jnl
Error tolerance based support vector machine for regression.
Neurocomputing
Guoqi Li, Changyun Wen, Guang-Bin Huang, Yan Chen
2011 J jnl
Identification of a Class of Nonlinear Autoregressive Models With Exogenous Inputs Based on Kernel Machines.
IEEE Trans. Signal Process.
Guoqi Li, Changyun Wen, Wei Xing Zheng, Yan Chen
2010 J jnl
A New Iterative Identification Scheme for Hammerstein Systems with Support Vector Machine Based on Biconvex Optimization.
Aust. J. Intell. Inf. Process. Syst.
Guoqi Li, Changyun Wen, Wei Xing Zheng
2010 C conf
Identification of Wiener systems based on fixed point theory.
ICARCV
Guoqi Li, Changyun Wen