Guoqi Li - RankMe

80 papers A* 9C 3Misc 1Journal 53Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Efficient Sparse Selective-Update RNNs for Long-Range Sequence Modeling. CoRR Bojian Yin, Shurong Wang, Haoyu Tan, Sander M. Bohté, Federico Corradi, Guoqi Li
2026	J	`jnl`	Semantic-Aware Prefix Learning for Token-Efficient Image Generation. CoRR Qingfeng Li, Haoxian Zhang, Xu He, Songlin Tang, Zhixue Fang, Xiaoqiang Liu, Pengfei Wan, Guoqi Li
2026	A*	`conf`	SpikingIR: A Novel Converted Spiking Neural Network for Efficient Image Restoration. AAAI Yang Ouyang, Zihan Cheng, Xiaotong Luo, Guoqi Li, Yanyun Qu
2025	J	`jnl`	Adaptive Hopfield Network: Rethinking Similarities in Associative Memory. CoRR Shurong Wang, Yuqi Pan, Zhuoyang Shen, Meng Zhang, Hongwei Wang, Guoqi Li
2025	J	`jnl`	AuthSim: Towards Authentic and Effective Safety-critical Scenario Generation for Autonomous Driving Tests. CoRR Yukuan Yang, Xucheng Lu, Zhili Zhang, Zepeng Wu, Guoqi Li, Lingzhong Meng, Yunzhi Xue
2025	J	`jnl`	Autoregressive Image Generation with Randomized Parallel Decoding. CoRR Haopeng Li, Jinyue Yang, Guoqi Li, Huan Wang
2025	A*	`conf`	BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations. AAAI Yusong Wang, Xuanye Fang, Huifeng Yin, Dongyuan Li, Guoqi Li, Qi Xu, Yi Xu, Shuai Zhong, Mingkun Xu
2025	J	`jnl`	Bio-realistic and versatile artificial dendrites made of anti-ambipolar transistors. Neuromorph. Comput. Eng. Yifei Yang, Mingkun Xu, Tianhang Zhang, Chenfei Miao, Juan Lyu, Jing Pei, Peng Li, Guoqi Li, Si Wu, Huanglong Li
2025	J	`jnl`	Efficient Spike-driven Transformer for High-performance Drone-View Geo-Localization. CoRR Zhongwei Chen, Hai-Jun Rong, Zhao-Xu Yang, Guoqi Li
2025	J	`jnl`	EfficientLLM: Scalable Pruning-Aware Pretraining for Architecture-Agnostic Edge Language Models. CoRR Xingrun Xing, Zheng Liu, Shitao Xiao, Boyan Gao, Yiming Liang, Wanpeng Zhang, Haokun Lin, Guoqi Li, Jiajun Zhang
2025	J	`jnl`	PretrainZero: Reinforcement Active Pretraining. CoRR Xingrun Xing, Zhiyuan Fan, Jie Lou, Guoqi Li, Jiajun Zhang, Debing Zhang
2025	J	`jnl`	Speed Always Wins: A Survey on Efficient Architectures for Large Language Models. CoRR Weigao Sun, Jiaxi Hu, Yucheng Zhou, Jusen Du, Disen Lan, Kexin Wang, Tong Zhu, Xiaoye Qu, Yu Zhang, Xiaoyu Mo, Daizong Liu, Yuxuan Liang, Wenliang Chen, Guoqi Li, Yu Cheng
2025	A*	`conf`	SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking. ICLR Xingrun Xing, Boyan Gao, Zheng Liu, David A. Clifton, Shitao Xiao, Wanpeng Zhang, Li Du, Zheng Zhang, Guoqi Li, Jiajun Zhang
2025	A*	`conf`	SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and O(T) Complexity. ICML Shihao Zou, Qingfeng Li, Wei Ji, Jingjing Li, Yongkui Yang, Guoqi Li, Chao Dong
2025	J	`jnl`	SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and 𝒪(T) Complexity. CoRR Shihao Zou, Qingfeng Li, Wei Ji, Jingjing Li, Yongkui Yang, Guoqi Li, Chao Dong
2024	J	`jnl`	Connectional-style-guided contextual representation learning for brain disease diagnosis. Neural Networks Gongshu Wang, Ning Jiang, Yunxiao Ma, Duanduan Chen, Jinglong Wu, Guoqi Li, Dong Liang, Tianyi Yan
2024	J	`jnl`	Embedded Prompt Tuning: Towards Enhanced Calibration of Pretrained Models for Medical Images. CoRR Wenqiang Zu, Shenghao Xie, Qing Zhao, Guoqi Li, Lei Ma
2024	J	`jnl`	Embedded prompt tuning: Towards enhanced calibration of pretrained models for medical images. Medical Image Anal. Wenqiang Zu, Shenghao Xie, Qing Zhao, Guoqi Li, Lei Ma
2024	J	`jnl`	Scalable Autoregressive Image Generation with Mamba. CoRR Haopeng Li, Jinyue Yang, Kexin Wang, Xuerui Qiu, Yuhong Chou, Xin Li, Guoqi Li
2024	J	`jnl`	SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking. CoRR Xingrun Xing, Boyan Gao, Zheng Zhang, David A. Clifton, Shitao Xiao, Li Du, Guoqi Li, Jiajun Zhang
2024	A*	`conf`	SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms. ICML Xingrun Xing, Zheng Zhang, Ziyi Ni, Shitao Xiao, Yiming Ju, Siqi Fan, Yequan Wang, Jiajun Zhang, Guoqi Li
2024	J	`jnl`	SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms. CoRR Xingrun Xing, Zheng Zhang, Ziyi Ni, Shitao Xiao, Yiming Ju, Siqi Fan, Yequan Wang, Jiajun Zhang, Guoqi Li
2024	J	`jnl`	Topology Optimization of Random Memristors for Input-Aware Dynamic SNN. CoRR Bo Wang, Shaocong Wang, Ning Lin, Yi Li, Yifei Yu, Yue Zhang, Jichang Yang, Xiaojun Wu, Yangu He, Songqi Wang, Rui Chen, Guoqi Li, Xiaojuan Qi, Zhongrui Wang, Dashan Shang
2024	J	`jnl`	Towards Unifying Understanding and Generation in the Era of Vision Foundation Models: A Survey from the Autoregression Perspective. CoRR Shenghao Xie, Wenqiang Zu, Mingyang Zhao, Duo Su, Shilong Liu, Ruohua Shi, Guoqi Li, Shanghang Zhang, Lei Ma
2024	J	`jnl`	Unveiling the Potential of Spiking Dynamics in Graph Representation Learning through Spatial-Temporal Normalization and Coding Strategies. CoRR Mingkun Xu, Huifeng Yin, Yujie Wu, Guoqi Li, Faqiang Liu, Jing Pei, Shuai Zhong, Lei Deng
2023	J	`jnl`	Connectional-Style-Guided Contextual Representation Learning for Brain Disease Diagnosis. CoRR Gongshu Wang, Ning Jiang, Yunxiao Ma, Tiantian Liu, Duanduan Chen, Jinglong Wu, Guoqi Li, Dong Liang, Tianyi Yan
2023	A*	`conf`	Deep Directly-Trained Spiking Neural Networks for Object Detection. ICCV Qiaoyi Su, Yuhong Chou, Yifan Hu, Jianing Li, Shijie Mei, Ziyang Zhang, Guoqi Li
2023	J	`jnl`	Deep Directly-Trained Spiking Neural Networks for Object Detection. CoRR Qiaoyi Su, Yuhong Chou, Yifan Hu, Jianing Li, Shijie Mei, Ziyang Zhang, Guoqi Li
2023	Misc	`conf`	Test-Time Training-Free Domain Adaptation. ICASSP Yongxiang Feng, Weihua He, Kaichao You, Bing Liu, Ziyang Zhang, Yaoyuan Wang, Minglei Li, Yihang Lou, Jiawei Li, Guoqi Li, Jianxing Liao
2022	J	`jnl`	Brain-Controlled 2D Navigation Robot Based on a Spatial Gradient Controller and Predictive Environmental Coordinator. IEEE J. Biomed. Health Informatics Deyu Zhang, Siyu Liu, Jian Zhang, Guoqi Li, Dingjie Suo, Tiantian Liu, Jiawei Luo, Zhiyuan Ming, Jinglong Wu, Tianyi Yan
2022	J	`jnl`	MSS-DepthNet: Depth Prediction with Multi-Step Spiking Neural Network. CoRR Xiaoshan Wu, Weihua He, Man Yao, Ziyang Zhang, Yaoyuan Wang, Guoqi Li
2022	J	`jnl`	Rethinking Pretraining as a Bridge from ANNs to SNNs. CoRR Yihan Lin, Yifan Hu, Shijie Ma, Guoqi Li, Dongjie Yu
2022	J	`jnl`	Towards efficient full 8-bit integer DNN online training on resource-limited devices without batch normalization. Neurocomputing Yukuan Yang, Xiaowei Chi, Lei Deng, Tianyi Yan, Feng Gao, Guoqi Li
2021	J	`jnl`	A Marr's Three-Level Analytical Framework for Neuromorphic Electronic Systems. Adv. Intell. Syst. Yunpeng Guo, Xiaolong Zou, Yifan Hu, Yifei Yang, Xinxin Wang, Yuhan He, Ruikai Kong, Yuzheng Guo, Guoqi Li, Wei Zhang, Si Wu, Huanglong Li
2021	J	`jnl`	Adversarial symmetric GANs: Bridging adversarial samples and adversarial networks. Neural Networks Faqiang Liu, Mingkun Xu, Guoqi Li, Jing Pei, Luping Shi, Rong Zhao
2021	J	`jnl`	Computational drug repositioning based on the relationships between substructure-indication. Briefings Bioinform. Jingbo Yang, Denan Zhang, Lei Liu, Guoqi Li, Yiyang Cai, Yan Zhang, Hongbo Jin, Xiujie Chen
2021	J	`jnl`	ES-ImageNet: A Million Event-Stream Classification Dataset for Spiking Neural Networks. CoRR Yihan Lin, Wei Ding, Shaohua Qiang, Lei Deng, Guoqi Li
2021	A*	`conf`	Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning. IJCAI Mingkun Xu, Yujie Wu, Lei Deng, Faqiang Liu, Guoqi Li, Jing Pei
2021	J	`jnl`	Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning. CoRR Mingkun Xu, Yujie Wu, Lei Deng, Faqiang Liu, Guoqi Li, Jing Pei
2021	A*	`conf`	Temporal-wise Attention Spiking Neural Networks for Event Streams Classification. ICCV Man Yao, Huanhuan Gao, Guangshe Zhao, Dingheng Wang, Yihan Lin, Zhao-Xu Yang, Guoqi Li
2021	J	`jnl`	Temporal-wise Attention Spiking Neural Networks for Event Streams Classification. CoRR Man Yao, Huanhuan Gao, Guangshe Zhao, Dingheng Wang, Yihan Lin, Zhao-Xu Yang, Guoqi Li
2021	J	`jnl`	Towards Efficient Full 8-bit Integer DNN Online Training on Resource-limited Devices without Batch Normalization. CoRR Yukuan Yang, Xiaowei Chi, Lei Deng, Tianyi Yan, Feng Gao, Guoqi Li
2020	J	`jnl`	A deadlock-free physical mapping method on the many-core neural network chip. Neurocomputing Cheng Ma, Qi Zhao, Guoqi Li, Lei Deng, Guanrui Wang
2020	J	`jnl`	Hybrid Tensor Decomposition in Neural Network Compression. CoRR Bijiao Wu, Dingheng Wang, Guangshe Zhao, Lei Deng, Guoqi Li
2020	J	`jnl`	Kronecker CP Decomposition with Fast Multiplication for Compressing RNNs. CoRR Dingheng Wang, Bijiao Wu, Guangshe Zhao, Hengnu Chen, Lei Deng, Tianyi Yan, Guoqi Li
2020	J	`jnl`	LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing. CoRR Zhenzhi Wu, Hehui Zhang, Yihan Lin, Guoqi Li, Meng Wang, Ye Tang
2020	A*	`conf`	Restoring Negative Information in Few-Shot Object Detection. NeurIPS Yukuan Yang, Fangyun Wei, Miaojing Shi, Guoqi Li
2020	J	`jnl`	Restoring Negative Information in Few-Shot Object Detection. CoRR Yukuan Yang, Fangyun Wei, Miaojing Shi, Guoqi Li
2020	J	`jnl`	Software defect prediction based on correlation weighted class association rule mining. Knowl. Based Syst. Yuanxun Shao, Bin Liu, Shihai Wang, Guoqi Li
2019	J	`jnl`	A Lightweight System to Achieve Proactive Risk Management for Household ASIC-Resistant Cryptocurrency Mining. IEICE Trans. Inf. Syst. Guoqi Li
2019	J	`jnl`	Bridging adversarial samples and adversarial networks. CoRR Faqiang Liu, Mingkun Xu, Guoqi Li, Jing Pei, Luping Shi
2019	—	`conf`	Efficient Mapping without Deadlock on the Many-core Neural Network Chip. ICCA Qi Zhao, Lei Deng, Guoqi Li, Guanrui Wang, Cheng Ma
2019	J	`jnl`	Transfer Learning in General Lensless Imaging through Scattering Media. CoRR Yukuan Yang, Lei Deng, Peng Jiao, Yansong Chua, Jing Pei, Cheng Ma, Guoqi Li
2018	J	`jnl`	A novel software defect prediction based on atomic class-association rule mining. Expert Syst. Appl. Yuanxun Shao, Bin Liu, Shihai Wang, Guoqi Li
2018	—	`conf`	Training and Inference with Integers in Deep Neural Networks. ICLR Shuang Wu, Guoqi Li, Feng Chen, Luping Shi
2018	J	`jnl`	Training and Inference with Integers in Deep Neural Networks. CoRR Shuang Wu, Guoqi Li, Feng Chen, Luping Shi
2018	J	`jnl`	Training deep neural networks with discrete state transition. Neurocomputing Guoqi Li, Lei Deng, Lei Tian, Haotian Cui, Wentao Han, Jing Pei, Luping Shi
2017	—	`conf`	A Fault Diagnosis Expert System for Flight Control Software Based on SFMEA and SFTA. QRS Companion Yuanxun Shao, Bin Liu, Guoqi Li, Ran Yan
2017	J	`jnl`	Gated XNOR Networks: Deep Neural Networks with Ternary Weights and Activations under a Unified Discretization Framework. CoRR Lei Deng, Peng Jiao, Jing Pei, Zhenzhi Wu, Guoqi Li
2017	J	`jnl`	Matrix differentiation for capacity region of Gaussian multiple access channels under weighted total power constraint. Ann. des Télécommunications Zhao-Xu Yang, Guang-She Zhao, Guoqi Li, Hai-Jun Rong
2015	—	`conf`	A new computing rule for neuromorphic engineering. NVMTS Lei Deng, Dong Wang, Guoqi Li, Ziyang Zhang, Jing Pei
2015	—	`conf`	An entropy-based method for estimating demographic trends. EAIS Guang-She Zhao, Yi Xu, Guoqi Li, Zhao-Xu Yang
2014	J	`jnl`	A Framework to Integrate Public Information into Runtime Safety Analysis for Critical Systems. IEICE Trans. Inf. Syst. Guoqi Li
2014	J	`jnl`	A Modified FTA Approach to Achieve Runtime Safety Analysis of Critical Systems. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Guoqi Li
2013	J	`jnl`	Ontology-Based Reuse of Failure Modes in Existing Databases for FMEA: Methodology and Tool. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Guoqi Li
2012	C	`conf`	Fault Model Libraries for Safety Analysis and their Ontology-based Reuse. CIS Juguo Wang, Yun Pu, Guoqi Li
2012	—	`conf`	Online learning with kernels in classification and regression. EAIS Guoqi Li, Guangshe Zhao
2012	—	`conf`	Ontology-Based Reuse of Failure Modes for FMEA: Methodology and Tool. ISSRE Workshops Guoqi Li
2012	J	`jnl`	Software FMEA for Safety-Critical System Based on Co-analysis of System Model and Software Model. IEICE Trans. Inf. Syst. Guoqi Li
2011	C	`conf`	FTA Based Runtime Evaluation of System Reliability for Autonomous Unmanned Vehicle. CIS Guoqi Li
2011	—	`conf`	Passive Data Storage Based Housewares Store Management System. WISM (2) Yang Xiao, Guoqi Li, Juan Zhang
2011	—	`conf`	QP Based Framework for Development and Formal Verification of Flight Control Software of UAV. AICI (1) Yuchao Zhang, Guoqi Li, Juan Zhang
2011	—	`conf`	SysML Aided Safety Analysis for Safety-Critical Systems. AICI (1) Guoqi Li, Boxuan Wang
2010	C	`conf`	A Scenario-Based Architecture for Reliability Design of Artificial Intelligent Software. CIS Juguo Wang, Guoqi Li, Yun Pu
2009	—	`conf`	A Formal Method Based Case Study for Access Control. CIS (2) Guoqi Li, Yang Xiao, Minyan Lu, Yuchao Zhang
2009	—	`conf`	A Novel Ontology-Aided Method for Integrating Prior Knowledge into Data Mining. CSIE (4) Guoqi Li, Minyan Lu, Bin Liu
2007	J	`jnl`	An On-Demand QoS Service Composition Protocol for MANETs. IEICE Trans. Inf. Syst. Songqiao Han, Shensheng Zhang, Guoqi Li, Yong Zhang
2007	—	`conf`	Extracting Features from Gene Ontology for the Identification of Protein Subcellular Location by Semantic Similarity Measurement. PAKDD Workshops Guoqi Li, Huanye Sheng
2007	J	`jnl`	Incorporating Metadata into Data Mining with Ontology. IEICE Trans. Inf. Syst. Guoqi Li, Huanye Sheng, Xun Fan
2006	—	`conf`	Analysis of the Features Extracted from Sequence for Prediction of Protein's Subcellular Localization Using Fourier Transform. ICDM (Posters) Guoqi Li, Huanye Sheng