Bone Feature Segmentation in Ultrasound Spine Image with Robustness to Speckle and Regular Occlusion Noise. - Zixun Huang; Li-Wen Wang; Frank H. F. Leung; Sunetra Banerjee; De Yang; Timothy Tin-Yan Lee; Juan Lyu; Sai-Ho Ling; Yong-Ping Zheng (SMC, 2020)

VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images. - Anjany Sekuboyina; Malek El Husseini; Amirhossein Bayat; Maximilian Löffler; Hans Liebl; Hongwei Li 004; Giles Tetteh; Jan Kukacka; Christian Payer; Darko Stern; Martin Urschler; Maodong Chen; et al. (CoRR, 2020)

Structure-Enhanced Attentive Learning For Spine Segmentation From Ultrasound Volume Projection Images. - Rui Zhao 012; Zixun Huang; Tianshan Liu; Frank H. F. Leung; Sai Ho Ling; De Yang; Timothy Tin-Yan Lee; Daniel Pak-Kong Lun; Yong-Ping Zheng; Kin-Man Lam 001 (ICASSP, 2021)

DA-GAN: Learning Structured Noise Removal In Ultrasound Volume Projection Imaging For Enhanced Spine Segmentation. - Zixun Huang; Rui Zhao 012; Frank H. F. Leung; Kin-Man Lam 001; Sai-Ho Ling; Juan Lyu; Sunetra Banerjee; Timothy Tin-Yan Lee; De Yang; Yong-Ping Zheng (ISBI, 2021)

Dual-task ultrasound spine transverse vertebrae segmentation network with contour regularization. - Juan Lyu; Xiaojun Bi 002; Sunetra Banerjee; Zixun Huang; Frank H. F. Leung; Timothy Tin-Yan Lee; De Yang; Yong-Ping Zheng; Sai-Ho Ling (Comput. Medical Imaging Graph., 2021)

VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images. - Anjany Sekuboyina; Malek El Husseini; Amirhossein Bayat; Maximilian Löffler; Hans Liebl; Hongwei Li 004; Giles Tetteh; Jan Kukacka; Christian Payer; Darko Stern; Martin Urschler; Maodong Chen; et al. (Medical Image Anal., 2021)

Joint Spine Segmentation and Noise Removal From Ultrasound Volume Projection Images With Selective Feature Sharing. - Zixun Huang; Rui Zhao 012; Frank H. F. Leung; Sunetra Banerjee; Timothy Tin-Yan Lee; De Yang; Daniel Pak-Kong Lun; Kin-Man Lam 001; Yong-Ping Zheng; Sai Ho Ling (IEEE Trans. Medical Imaging, 2022)

A Structure-Affinity Dual Attention-based Network to Segment Spine for Scoliosis Assessment. - Hao Xie; Zixun Huang; Frank H. F. Leung; Yakun Ju; Yong-Ping Zheng; Sai Ho Ling (BIBM, 2023)

MARL: Multi-scale Archetype Representation Learning for Urban Building Energy Modeling. - Xinwei Zhuang; Zixun Huang; Wentao Zeng; Luisa Caldas (ICCV (Workshops), 2023)

Robust Digital-Twin Localization via An RGBD-based Transformer Network and A Comprehensive Evaluation on a Mobile Dataset. - Zixun Huang; Keling Yao; Seth Z. Zhao; Chuanyu Pan; Tianjian Xu; Weiyu Feng; Allen Y. Yang (CoRR, 2023)

Can Machine Learning Uncover Insights into Vehicle Travel Demand from Our Built Environment? - Zixun Huang; Hao Zheng (CoRR, 2023)

Jenga Stacking Based on 6D Pose Estimation for Architectural Form Finding Process. - Zixun Huang (CoRR, 2023)

Geometry-Aware Facial Expression Recognition via Attentive Graph Convolutional Networks. - Rui Zhao 012; Tianshan Liu; Zixun Huang; Daniel Pak-Kong Lun; Kin-Man Lam 001 (IEEE Trans. Affect. Comput., 2023)

Spatial-Temporal Graphs Plus Transformers for Geometry-Guided Facial Expression Recognition. - Rui Zhao 012; Tianshan Liu; Zixun Huang; Daniel Pak-Kong Lun; Kin-Man Lam 001 (IEEE Trans. Affect. Comput., 2023)

SATR: A Structure-Affinity Attention-Based Transformer Encoder for Spine Segmentation. - Hao Xie; Zixun Huang; Frank H. F. Leung; Ngai-Fong Law; Yakun Ju; Yong-Ping Zheng; Sai Ho Ling (ISBI, 2024)

Encoding Urban Ecologies: Automated Building Archetype Generation through Self-Supervised Learning for Energy Modeling. - Xinwei Zhuang; Zixun Huang; Wentao Zeng; Luisa Caldas (CoRR, 2024)

A Small-Ship Object Detection Method for Satellite Remote Sensing Data. - Xiyu Fan; Zhuhua Hu; Yaochi Zhao; Junfei Chen; Tianjiao Wei; Zixun Huang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Landmark Localization From Medical Images With Generative Distribution Prior. - Zixun Huang; Rui Zhao 012; Frank H. F. Leung; Sunetra Banerjee; Kin-Man Lam 001; Yong-Ping Zheng; Sai Ho Ling (IEEE Trans. Medical Imaging, 2024)

Robust 6DoF Pose Estimation Against Depth Noise and a Comprehensive Evaluation on a Mobile Dataset. - Zixun Huang; Keling Yao; Zhihao Zhao; Chuanyu Pan; Allen Y. Yang (CVPR Workshops, 2025)

3DGEER: Exact and Efficient Volumetric Rendering with 3D Gaussians. - Zixun Huang; Cho-Ying Wu; Yuliang Guo; Xinyu Huang 001; Liu Ren (CoRR, 2025)

2024 NASA SUITS Report: LLM-Driven Immersive Augmented Reality User Interface for Robotics and Space Exploration. - Kathy Zhuang; Zixun Huang; Yukun Song; Rui Li; Yinuo Zhou; Allen Y. Yang (CoRR, 2025)