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Education and qualifications (1)

Nanyang Technological University: Singapore, SG

2002-09 to 2006-06 | Ph. D (Electrical & Electronic Eng.)
Education
Source: Self-asserted source
xin liu

Works (9)

Fine-MVO: Toward Fine-Grained Feature Enhancement for Self-Supervised Monocular Visual Odometry in Dynamic Environments

IEEE Transactions on Intelligent Transportation Systems
2024 | Journal article
DOI: 10.1109/TITS.2024.3404924
Contributors: Wenhui Wei; Yang Ping; Jiadong Li; Xin Liu; Yangfan Zhou
Source: check_circle
Crossref

GSL-VO: A Geometric-Semantic Information Enhanced Lightweight Visual Odometry in Dynamic Environments

IEEE Transactions on Instrumentation and Measurement
2023 | Journal article
DOI: 10.1109/TIM.2023.3300446
Contributors: Wenhui Wei; Kaizhu Huang; Xin Liu; Yangfan Zhou
Source: check_circle
Crossref

FastAdaBelief: Improving Convergence Rate for Belief-Based Adaptive Optimizers by Exploiting Strong Convexity

IEEE Transactions on Neural Networks and Learning Systems
2023-09 | Journal article
DOI: 10.1109/TNNLS.2022.3143554
Contributors: Yangfan Zhou; Kaizhu Huang; Cheng Cheng; Xuguang Wang; Amir Hussain; Xin Liu
Source: check_circle
Crossref

Randomized block-coordinate adaptive algorithms for nonconvex optimization problems

Engineering Applications of Artificial Intelligence
2023-05 | Journal article
DOI: 10.1016/j.engappai.2023.105968
Contributors: Yangfan Zhou; Kaizhu Huang; Jiang Li; Cheng Cheng; Xuguang Wang; Amir Hussian; Xin Liu
Source: check_circle
Crossref

Towards Faster Training Algorithms Exploiting Bandit Sampling From Convex to Strongly Convex Conditions

IEEE Transactions on Emerging Topics in Computational Intelligence
2023-04 | Journal article
DOI: 10.1109/TETCI.2022.3171797
Contributors: Yangfan Zhou; Kaizhu Huang; Cheng Cheng; Xuguang Wang; Amir Hussain; Xin Liu
Source: check_circle
Crossref

A Scalable 3D Array Architecture for Accelerating Convolutional Neural Networks

2022 | Book chapter
DOI: 10.1007/978-981-16-9247-5_7
Contributors: Yafei Ji; Xiang Wang; Yangfan Zhou; Chen Cheng; Jiang Li; Haoyuan Wang; Xuguang Wang; Xin Liu
Source: check_circle
Crossref

DAda-NC: A Decoupled Adaptive Online Training Algorithm for Deep Learning Under Non-convex Conditions

2022 | Book chapter
DOI: 10.1007/978-981-16-9247-5_6
Contributors: Yangfan Zhou; Cheng Cheng; Jiang Li; Yafei Ji; Haoyuan Wang; Xuguang Wang; Xin Liu
Source: check_circle
Crossref

A Projection-Free Adaptive Momentum Optimization Algorithm for Mobile Multimedia Computing

Wireless Communications and Mobile Computing
2022-04-20 | Journal article
DOI: 10.1155/2022/8533687
Contributors: Lin Wang; Yangfan Zhou; Xin Wang; Zhihang Ji; Xin Liu; Xun Shao
Source: check_circle
Crossref

LightAdam: Towards a Fast and Accurate Adaptive Momentum Online Algorithm

Cognitive Computation
2022-03 | Journal article
DOI: 10.1007/s12559-021-09985-9
Contributors: Yangfan Zhou; Kaizhu Huang; Cheng Cheng; Xuguang Wang; Xin Liu
Source: check_circle
Crossref
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