A Scalable 3D Array Architecture for Accelerating Convolutional Neural Networks. - Yafei Ji; Xiang Wang; Yangfan Zhou; Chen Cheng; Jiang Li; Haoyuan Wang; Xuguang Wang; Xin Liu 102 (ICCSIP, 2021)

DAda-NC: A Decoupled Adaptive Online Training Algorithm for Deep Learning Under Non-convex Conditions. - Yangfan Zhou; Cheng Cheng; Jiang Li; Yafei Ji; Haoyuan Wang; Xuguang Wang; Xin Liu 102 (ICCSIP, 2021)

FastAdaBelief: Improving Convergence Rate for Belief-based Adaptive Optimizer by Strong Convexity. - Yangfan Zhou; Kaizhu Huang; Cheng Cheng; Xuguang Wang; Xin Liu 102 (CoRR, 2021)

LightAdam: Towards a Fast and Accurate Adaptive Momentum Online Algorithm. - Yangfan Zhou; Kaizhu Huang; Cheng Cheng; Xuguang Wang; Xin Liu 102 (Cogn. Comput., 2022)

GSL-VO: A Geometric-Semantic Information Enhanced Lightweight Visual Odometry in Dynamic Environments. - Wenhui Wei; Kaizhu Huang; Xin Liu 102; Yangfan Zhou (IEEE Trans. Instrum. Meas., 2023)

Towards Faster Training Algorithms Exploiting Bandit Sampling From Convex to Strongly Convex Conditions. - Yangfan Zhou; Kaizhu Huang; Cheng Cheng; Xuguang Wang; Amir Hussain 001; Xin Liu 102 (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Randomized block-coordinate adaptive algorithms for nonconvex optimization problems. - Yangfan Zhou; Kaizhu Huang; Jiang Li; Cheng Cheng; Xuguang Wang; Amir Hussain 001; Xin Liu 102 (Eng. Appl. Artif. Intell., 2023)

FastAdaBelief: Improving Convergence Rate for Belief-Based Adaptive Optimizers by Exploiting Strong Convexity. - Yangfan Zhou; Kaizhu Huang; Cheng Cheng; Xuguang Wang; Amir Hussain 001; Xin Liu 102 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Lite-SVO: Towards A Lightweight Self-Supervised Semantic Visual Odometry Exploiting Multi-Feature Sharing Architecture. - Wenhui Wei; Jiantao Li; Kaizhu Huang; Jiadong Li; Xin Liu 102; Yangfan Zhou (ICRA, 2024)

Fine-MVO: Toward Fine-Grained Feature Enhancement for Self-Supervised Monocular Visual Odometry in Dynamic Environments. - Wenhui Wei; Yang Ping; Jiadong Li; Xin Liu 102; Yangfan Zhou (IEEE Trans. Intell. Transp. Syst., 2024)

BotVIO: A Lightweight Transformer-Based Visual-Inertial Odometry for Robotics. - Wenhui Wei; Yangfan Zhou; Yimin Hu; Zhi Li; Sen Wang; Xin Liu 102; Jiadong Li (IEEE Trans. Robotics, 2025)

A Multi-scale Feature Fusion Network Focusing on Small Objects in UAV-View. - Jiantao Li; Chenbin Yu; Wenhui Wei; Jiadong Li; Kaizhu Huang; Amir Hussian; Xin Liu 102; Yangfan Zhou (Cogn. Comput., 2025)