Design of Fuzzy-Neural-Network-Inherited Backstepping Control for Unmanned Underwater Vehicle. - Yuxin Fu; Yancheng Liu; Siyuan Liu 004; Ning Wang 002; Chuan Wang (ISNN, 2015)

Fully-tuned fuzzy neural network based robust adaptive tracking control of unmanned underwater vehicle with thruster dynamics. - Yancheng Liu; Siyuan Liu 004; Ning Wang 002 (Neurocomputing, 2016)

Multi-stage Image Quality Assessment of Diffusion MRI via Semi-supervised Nonlocal Residual Networks. - Siyuan Liu 004; Kim-Han Thung; Weili Lin; Pew-Thian Yap; Dinggang Shen (MICCAI (3), 2019)

Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks. - Siyuan Liu 004; Kim-Han Thung; Weili Lin; Pew-Thian Yap; Dinggang Shen (IEEE Trans. Image Process., 2020)

Hierarchical Nonlocal Residual Networks for Image Quality Assessment of Pediatric Diffusion MRI With Limited and Noisy Annotations. - Siyuan Liu 004; Kim-Han Thung; Weili Lin; Dinggang Shen; Pew-Thian Yap (IEEE Trans. Medical Imaging, 2020)

Code used in article "Learning MRI artefact removal with unpaired data". - Siyuan Liu 004; Kim-Han Thung; Liangqiong Qu; Weili Lin; Dinggang Shen; Pew-Thian Yap (Zenodo, 2020)

Code used in article "Learning MRI Artefact Removal With Unpaired Data". - Siyuan Liu 004; Kim-Han Thung; Liangqiong Qu; Weili Lin; Dinggang Shen; Pew-Thian Yap (Zenodo, 2020)

Code used in article "Learning MRI artefact removal with unpaired data". - Siyuan Liu 004; Kim-Han Thung; Liangqiong Qu; Weili Lin; Dinggang Shen; Pew-Thian Yap (Zenodo, 2020)

Vox2Surf: Implicit Surface Reconstruction from Volumetric Data. - Yoonmi Hong; Sahar Ahmad; Ye Wu 001; Siyuan Liu 004; Pew-Thian Yap (MLMI@MICCAI, 2021)

Multi-site Incremental Image Quality Assessment of Structural MRI via Consensus Adversarial Representation Adaptation. - Siyuan Liu 004; Kim-Han Thung; Weili Lin; Pew-Thian Yap (MICCAI (7), 2021)

Learning Multi-Site Harmonization of Magnetic Resonance Images Without Traveling Human Phantoms. - Siyuan Liu 004; Pew-Thian Yap (CoRR, 2021)

Learning MRI Artifact Removal With Unpaired Data. - Siyuan Liu 004; Kim-Han Thung; Liangqiong Qu; Weili Lin; Dinggang Shen; Pew-Thian Yap (CoRR, 2021)

Learning MRI artefact removal with unpaired data. - Siyuan Liu 004; Kim-Han Thung; Liangqiong Qu; Weili Lin; Dinggang Shen; Pew-Thian Yap (Nat. Mach. Intell., 2021)

Publisher Correction: Learning MRI artefact removal with unpaired data. - Siyuan Liu 004; Kim-Han Thung; Liangqiong Qu; Weili Lin; Dinggang Shen; Pew-Thian Yap (Nat. Mach. Intell., 2021)

Fast Image-Level MRI Harmonization via Spectrum Analysis. - Hao Guan; Siyuan Liu 004; Weili Lin; Pew-Thian Yap; Mingxia Liu 001 (MLMI@MICCAI, 2022)

Autonomous Reinforcement Control of Visual Underwater Vehicles: Real-Time Experiments Using Computer Vision. - Pengli Zhu; Siyuan Liu 004; Tao Jiang; Yancheng Liu; Xuzhou Zhuang; Zhenrui Zhang (IEEE Trans. Veh. Technol., 2022)

MeshDeform: Surface Reconstruction of Subcortical Structures via Human Brain MRI. - Junjie Zhao; Siyuan Liu 004; Sahar Ahmad; Pew-Thian Yap (IPMI, 2023)

SurfFlow: A Flow-Based Approach for Rapid and Accurate Cortical Surface Reconstruction from Infant Brain MRI. - Xiaoyang Chen; Junjie Zhao; Siyuan Liu 004; Sahar Ahmad; Pew-Thian Yap (MICCAI (8), 2023)

Brain Tissue Segmentation Across the Human Lifespan via Supervised Contrastive Learning. - Xiaoyang Chen; Jinjian Wu; Wenjiao Lyu; Yicheng Zou; Kim-Han Thung; Siyuan Liu 004; Ye Wu 001; Sahar Ahmad; Pew-Thian Yap (CoRR, 2023)

Reconstruction of Cortical Surfaces with Spherical Topology from Infant Brain MRI via Recurrent Deformation Learning. - Xiaoyang Chen; Junjie Zhao; Siyuan Liu 004; Sahar Ahmad; Pew-Thian Yap (CoRR, 2023)

Unsupervised underwater image enhancement via content-style representation disentanglement. - Pengli Zhu; Yancheng Liu; Yuanquan Wen; Minyi Xu; Xianping Fu; Siyuan Liu 004 (Eng. Appl. Artif. Intell., 2023)

METER: Multi-task efficient transformer for no-reference image quality assessment. - Pengli Zhu; Siyuan Liu 004; Yancheng Liu; Pew-Thian Yap (Appl. Intell., 2023)

Spatial Residual for Underwater Object Detection. - Jingchun Zhou; Zongxin He; Dehuan Zhang; Siyuan Liu 004; Xianping Fu; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)