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Mingkun Xu
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2020 – today
- 2024
- [i7]Huifeng Yin, Hanle Zheng, Jiayi Mao, Siyuan Ding, Xing Liu, Mingkun Xu, Yifan Hu, Jing Pei, Lei Deng:
Understanding the Functional Roles of Modelling Components in Spiking Neural Networks. CoRR abs/2403.16674 (2024) - [i6]Huifeng Yin, Mingkun Xu, Jing Pei, Lei Deng:
Enhancing Graph Representation Learning with Attention-Driven Spiking Neural Networks. CoRR abs/2403.17040 (2024) - 2023
- [j3]Fangwen Yu
, Yujie Wu
, Songchen Ma
, Mingkun Xu
, Hongyi Li
, Huanyu Qu
, Chenhang Song
, Taoyi Wang
, Rong Zhao
, Luping Shi
:
Brain-inspired multimodal hybrid neural network for robot place recognition. Sci. Robotics 8(78) (2023) - [c5]Mingkun Xu, Hao Zheng, Jing Pei, Lei Deng
:
A Unified Structured Framework for AGI: Bridging Cognition and Neuromorphic Computing. AGI 2023: 345-356 - [c4]Mingkun Xu
:
Exploiting Homeostatic Synaptic Modulation in Spiking Neural Networks for Semi-Supervised Graph Learning. CIKM 2023: 5193-5195 - [c3]Hongyi Li
, Mingkun Xu
, Jing Pei
, Rong Zhao
:
Efficient GCN Deployment with Spiking Property on Spatial-Temporal Neuromorphic Chips. ICONS 2023: 21:1-21:8 - 2022
- [j2]Xuming Ran, Mingkun Xu
, Lingrui Mei, Qi Xu
, Quanying Liu
:
Detecting out-of-distribution samples via variational auto-encoder with reliable uncertainty estimation. Neural Networks 145: 199-208 (2022) - [c2]Mingkun Xu
, Faqiang Liu
, Jing Pei
:
Endowing Spiking Neural Networks with Homeostatic Adaptivity for APS-DVS Bimodal Scenarios. ICMI Companion 2022: 12-17 - 2021
- [j1]Faqiang Liu, Mingkun Xu
, Guoqi Li, Jing Pei, Luping Shi, Rong Zhao
:
Adversarial symmetric GANs: Bridging adversarial samples and adversarial networks. Neural Networks 133: 148-156 (2021) - [c1]Mingkun Xu
, Yujie Wu, Lei Deng, Faqiang Liu, Guoqi Li, Jing Pei:
Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning. IJCAI 2021: 3207-3213 - [i5]Mingkun Xu, Yujie Wu, Lei Deng, Faqiang Liu, Guoqi Li, Jing Pei:
Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning. CoRR abs/2107.06865 (2021) - 2020
- [i4]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:
Brain-inspired global-local hybrid learning towards human-like intelligence. CoRR abs/2006.03226 (2020) - [i3]Xuming Ran, Mingkun Xu, Lingrui Mei, Qi Xu, Quanying Liu:
Detecting Out-of-distribution Samples via Variational Auto-encoder with Reliable Uncertainty Estimation. CoRR abs/2007.08128 (2020) - [i2]Xuming Ran, Mingkun Xu, Qi Xu
, Huihui Zhou, Quanying Liu:
Bigeminal Priors Variational auto-encoder. CoRR abs/2010.01819 (2020)
2010 – 2019
- 2019
- [i1]Faqiang Liu, Mingkun Xu, Guoqi Li, Jing Pei, Luping Shi:
Bridging adversarial samples and adversarial networks. CoRR abs/1912.09670 (2019)
Coauthor Index
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