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徐梦倩 (Mingkun Xu)

Tsinghua University

16H-index
74Paper Count
912Citation Count
Published Papers 22
Publication Date
Advancing the forward-forward algorithm towards high-performance deep local learning
err2026-02-24
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PREAI
errSiyuan Xu; Yujie Wu; Jibin Wu; Lei Deng; Mingkun Xu; Qinghao Wen; Guoqi Li
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An integrated AI-enabled system using One Class Twin Cross Learning for early gastric cancer detection
err2026-01-19
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errOAAI
errXian-Xian Liu; Yuanyuan Wei; Yongze Guo; Hongwei Zhang; Huicong Dong; Qun Song; Qi Zhao; Wei Luo; Feng Tian; Juntao Gao; Jiang Cai; Simon Fong; Mingkun Xu
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From droplets to diagnosis: AI-driven imaging and system integration in digital nucleic acid amplification testing
err2025-06-30
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errOAAI
errYuanyuan Wei; Xianxian Liu; Yao Mu; Changran Xu; Guoxun Zhang; Tianhao Li; Zida Li; Wu Yuan; Ho-Pui Ho; Mingkun Xu
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Adaptive Synaptic Scaling in Spiking Networks for Continual Learning and Enhanced Robustness
err2025-03-01
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PREAI
errXu, Mingkun; Liu, Faqiang; Hu, Yifan; Li, Hongyi; Wei, Yuanyuan; Zhong, Shuai; Pei, Jing; Deng, Lei
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Recent Advances in Artificial Sensory Neurons: Biological Fundamentals, Devices, Applications, and Challenges
err2024-11-13
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errOAAI
errZhong, Shuai; Su, Lirou; Xu, Mingkun; Loke, Desmond; Yu, Bin; Zhang, Yishu; Zhao, Rong
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Understanding the functional roles of modelling components in spiking neural networks
err2024-08-27
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errOAAI
errYin, Huifeng; Zheng, Hanle; Mao, Jiayi; Ding, Siyuan; Liu, Xing; Xu, Mingkun; Hu, Yifan; Pei, Jing; Deng, Lei
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Brain-inspired multimodal hybrid neural network for robot place recognition
err2023-05-31
err19
errOAAI
errYu, Fangwen; Wu, Yujie; Ma, Songchen; Xu, Mingkun; Li, Hongyi; Qu, Huanyu; Song, Chenhang; Wang, Taoyi; Zhao, Rong; Shi, Luping
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A framework for the general design and computation of hybrid neural networks
err2022-06-14
err37
errOAAI
errZhao, Rong; Yang, Zheyu; Zheng, Hao; Wu, Yujie; Liu, Faqiang; Wu, Zhenzhi; Li, Lukai; Chen, Feng; Song, Seng; Zhu, Jun; Zhang, Wenli; Huang, Haoyu; Xu, Mingkun; Sheng, Kaifeng; Yin, Qianbo; Pei, Jing; Li, Guoqi; Zhang, Youhui; Zhao, Mingguo; Shi, Luping
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Brain-inspired global-local learning incorporated with neuromorphic computing
err2022-01-10
err60
errOAAI
errWu, Yujie; Zhao, Rong; Zhu, Jun; Chen, Feng; Xu, Mingkun; Li, Guoqi; Song, Sen; Deng, Lei; Wang, Guanrui; Zheng, Hao; Ma, Songchen; Pei, Jing; Zhang, Youhui; Zhao, Mingguo; Shi, Luping
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Detecting out-of-distribution samples via variational auto-encoder with reliable uncertainty estimation
err2022-01-01
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errOAAI
errRan, Xuming; Xu, Mingkun; Mei, Lingrui; Xu, Qi; Liu, Quanying
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A new opportunity for the emerging tellurium semiconductor: making resistive switching devices
err2021-10-19
err39
errOAAI
errYang, Yifei; Xu, Mingkun; Jia, Shujing; Wang, Bolun; Xu, Lujie; Wang, Xinxin; Liu, Huan; Liu, Yuanshuang; Guo, Yuzheng; Wang, Lidan; Duan, Shukai; Liu, Kai; Zhu, Min; Pei, Jing; Duan, Wenrui; Liu, Dameng; Li, Huanglong
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Adversarial symmetric GANs: Bridging adversarial samples and adversarial networks
err2021-01-01
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errOAAI
errLiu, Faqiang; Xu, Mingkun; Li, Guoqi; Pei, Jing; Shi, Luping; Zhao, Rong
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Self-Doping Memristors with Equivalently Synaptic Ion Dynamics for Neuromorphic Computing
err2019-05-23
err44
PREAI
errWang, Yaoyuan; Zhang, Ziyang; Xu, Mingkun; Yang, Yifei; Ma, Mingyuan; Li, Huanglong; Pei, Jing; Shi, Luping
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A WO3 nanorod-Cr2O3 nanoparticle composite for selective gas sensing of 2-butanone
err2018-03-01
err43
PREAI
errZhang, Qian; Zhang, He; Xu, Mingkun; Shen, Zhurui; Wei, Qiang
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Research Directions

颗粒材料宏细观力学、离散元算法、土的基本特性、砂土本构等本科生课程:土力学(双语)研究生课程:岩土工程概论颗粒力学本构模拟颗粒形态砂土力学行为非共轴特性多尺度分析离散元模拟颗粒内结构对砂土力学的影响岸坡新型生态防护技术稳定性和减固碳生态效益生态工程边坡加筋绿色技术砂土动力液化细观机理渗流阻滞效应液化预测方法dense sand discrete element simulationcyclic simple shear各向异性颗粒材料在定向旋转剪切下的非共轴性离散元量化颗粒形状对离散元模拟的影响固有各向异性颗粒材料在圆周旋转剪切应力路径下的三维离散元模拟重载铁路加筋路基动力性能洪水条件