Zixun Huang

29 papers B 1Misc 1Journal 22Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
No Calibration, No Depth, No Problem: Cross-Sensor View Synthesis with 3D Consistency.
CoRR
Cho-Ying Wu, Zixun Huang, Xinyu Huang, Liu Ren
2025 J jnl
2024 NASA SUITS Report: LLM-Driven Immersive Augmented Reality User Interface for Robotics and Space Exploration.
CoRR
Kathy Zhuang, Zixun Huang, Yukun Song, Rui Li, Yinuo Zhou, Allen Y. Yang
2025 J jnl
3DGEER: Exact and Efficient Volumetric Rendering with 3D Gaussians.
CoRR
Zixun Huang, Cho-Ying Wu, Yuliang Guo, Xinyu Huang, Liu Ren
2025 J jnl
NexusFlow: Unifying Disparate Tasks under Partial Supervision via Invertible Flow Networks.
CoRR
Fangzhou Lin, Yuping Wang, Yuliang Guo, Zixun Huang, Xinyu Huang, Haichong Zhang, Kazunori D. Yamada, Zhengzhong Tu, Liu Ren, Ziming Zhang
2025 J jnl
OBLR-PO: A Theoretical Framework for Stable Reinforcement Learning.
CoRR
Zixun Huang, Jiayi Sheng, Zeyu Zheng
2025 — conf
Robust 6DoF Pose Estimation Against Depth Noise and a Comprehensive Evaluation on a Mobile Dataset.
CVPR Workshops
Zixun Huang, Keling Yao, Zhihao Zhao, Chuanyu Pan, Allen Y. Yang
2025 J jnl
SA
CoRR
Hao Xie, Zixun Huang, Yushen Zuo, Yakun Ju, Frank H. F. Leung, Ngai-Fong Law, Kin-Man Lam, Yong-Ping Zheng, Sai Ho Ling
2025 J jnl
SA2Net: Scale-adaptive structure-affinity transformation for spine segmentation from ultrasound volume projection imaging.
Comput. Medical Imaging Graph.
Hao Xie, Zixun Huang, Yushen Zuo, Yakun Ju, Frank H. F. Leung, Ngai-Fong Law, Kin-Man Lam, Yong-Ping Zheng, Sai Ho Ling
2025 J jnl
Unveiling the Role of Learning Rate Schedules via Functional Scaling Laws.
CoRR
Binghui Li, Fengling Chen, Zixun Huang, Lean Wang, Lei Wu
2024 J jnl
A Small-Ship Object Detection Method for Satellite Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiyu Fan, Zhuhua Hu, Yaochi Zhao, Junfei Chen, Tianjiao Wei, Zixun Huang
2024 J jnl
Encoding Urban Ecologies: Automated Building Archetype Generation through Self-Supervised Learning for Energy Modeling.
CoRR
Xinwei Zhuang, Zixun Huang, Wentao Zeng, Luisa Caldas
2024 J jnl
Landmark Localization From Medical Images With Generative Distribution Prior.
IEEE Trans. Medical Imaging
Zixun Huang, Rui Zhao, Frank H. F. Leung, Sunetra Banerjee, Kin-Man Lam, Yong-Ping Zheng, Sai Ho Ling
2024 — conf
SATR: A Structure-Affinity Attention-Based Transformer Encoder for Spine Segmentation.
ISBI
Hao Xie, Zixun Huang, Frank H. F. Leung, Ngai-Fong Law, Yakun Ju, Yong-Ping Zheng, Sai Ho Ling
2023 — conf
A Structure-Affinity Dual Attention-based Network to Segment Spine for Scoliosis Assessment.
BIBM
Hao Xie, Zixun Huang, Frank H. F. Leung, Yakun Ju, Yong-Ping Zheng, Sai Ho Ling
2023 J jnl
Can Machine Learning Uncover Insights into Vehicle Travel Demand from Our Built Environment?
CoRR
Zixun Huang, Hao Zheng
2023 J jnl
Geometry-Aware Facial Expression Recognition via Attentive Graph Convolutional Networks.
IEEE Trans. Affect. Comput.
Rui Zhao, Tianshan Liu, Zixun Huang, Daniel Pak-Kong Lun, Kin-Man Lam
2023 J jnl
Jenga Stacking Based on 6D Pose Estimation for Architectural Form Finding Process.
CoRR
Zixun Huang
2023 — conf
MARL: Multi-scale Archetype Representation Learning for Urban Building Energy Modeling.
ICCV (Workshops)
Xinwei Zhuang, Zixun Huang, Wentao Zeng, Luisa Caldas
2023 J jnl
MARL: Multi-scale Archetype Representation Learning for Urban Building Energy Modeling.
CoRR
Xinwei Zhuang, Zixun Huang, Wentao Zeng, Luisa Caldas
2023 J jnl
Robust Digital-Twin Localization via An RGBD-based Transformer Network and A Comprehensive Evaluation on a Mobile Dataset.
CoRR
Zixun Huang, Keling Yao, Seth Z. Zhao, Chuanyu Pan, Tianjian Xu, Weiyu Feng, Allen Y. Yang
2023 J jnl
Spatial-Temporal Graphs Plus Transformers for Geometry-Guided Facial Expression Recognition.
IEEE Trans. Affect. Comput.
Rui Zhao, Tianshan Liu, Zixun Huang, Daniel Pak-Kong Lun, Kin-Man Lam
2022 J jnl
Joint Spine Segmentation and Noise Removal From Ultrasound Volume Projection Images With Selective Feature Sharing.
IEEE Trans. Medical Imaging
Zixun Huang, Rui Zhao, Frank H. F. Leung, Sunetra Banerjee, Timothy Tin-Yan Lee, De Yang, Daniel Pak-Kong Lun, Kin-Man Lam, Yong-Ping Zheng, Sai Ho Ling
2021 — conf
DA-GAN: Learning Structured Noise Removal In Ultrasound Volume Projection Imaging For Enhanced Spine Segmentation.
ISBI
Zixun Huang, Rui Zhao, Frank H. F. Leung, Kin-Man Lam, Sai-Ho Ling, Juan Lyu, Sunetra Banerjee, Timothy Tin-Yan Lee, De Yang, Yong-Ping Zheng
2021 J jnl
Dual-task ultrasound spine transverse vertebrae segmentation network with contour regularization.
Comput. Medical Imaging Graph.
Juan Lyu, Xiaojun Bi, Sunetra Banerjee, Zixun Huang, Frank H. F. Leung, Timothy Tin-Yan Lee, De Yang, Yong-Ping Zheng, Sai-Ho Ling
2021 Misc conf
Structure-Enhanced Attentive Learning For Spine Segmentation From Ultrasound Volume Projection Images.
ICASSP
Rui Zhao, 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
2021 J jnl
VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images.
Medical Image Anal.
Anjany Sekuboyina, Malek El Husseini, Amirhossein Bayat, Maximilian Löffler, Hans Liebl, Hongwei Li, Giles Tetteh, Jan Kukacka, Christian Payer, Darko Stern, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Tamaz Amiranashvili, Moritz Ehlke, Hans Lamecker, Sebastian Lehnert, Marilia Lirio, Nicolás Pérez de Olaguer, Heiko Ramm, Manish Sahu, Alexander Tack, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Kevin Brown, Alexandre Kirszenberg, Élodie Puybareau, Di Chen, Yiwei Bai, Brandon H. Rapazzo, Timyoas Yeah, Amber Zhang, Shangliang Xu, Feng Hou, Zhiqiang He, Chan Zeng, Zheng Xiangshang, Xu Liming, Tucker J. Netherton, Raymond P. Mumme, Laurence E. Court, Zixun Huang, Chenhang He, Li-Wen Wang, Sai Ho Ling, Lê Duy Huynh, Nicolas Boutry, Roman Jakubícek, Jirí Chmelík, Supriti Mulay, Mohanasankar Sivaprakasam, Johannes C. Paetzold, Suprosanna Shit, Ivan Ezhov, Benedikt Wiestler, Ben Glocker, Alexander Valentinitsch, Markus Rempfler, Björn H. Menze, Jan S. Kirschke
2020 B conf
Bone Feature Segmentation in Ultrasound Spine Image with Robustness to Speckle and Regular Occlusion Noise.
SMC
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
2020 J jnl
Bone Feature Segmentation in Ultrasound Spine Image with Robustness to Speckle and Regular Occlusion Noise.
CoRR
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
2020 J jnl
VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images.
CoRR
Anjany Sekuboyina, Malek El Husseini, Amirhossein Bayat, Maximilian Löffler, Hans Liebl, Hongwei Li, Giles Tetteh, Jan Kukacka, Christian Payer, Darko Stern, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Tamaz Amiranashvili, Moritz Ehlke, Hans Lamecker, Sebastian Lehnert, Marilia Lirio, Nicolás Pérez de Olaguer, Heiko Ramm, Manish Sahu, Alexander Tack, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Kevin Brown, Alexandre Kirszenberg, Élodie Puybareau, Di Chen, Yiwei Bai, Brandon H. Rapazzo, Timyoas Yeah, Amber Zhang, Shangliang Xu, Feng Hou, Zhiqiang He, Chan Zeng, Xiangshang Zheng, Liming Xu, Tucker J. Netherton, Raymond P. Mumme, Laurence E. Court, Zixun Huang, Chenhang He, Li-Wen Wang, Sai Ho Ling, Lê Duy Huynh, Nicolas Boutry, Roman Jakubícek, Jirí Chmelík, Supriti Mulay, Mohanasankar Sivaprakasam, Johannes C. Paetzold, Suprosanna Shit, Ivan Ezhov, Benedikt Wiestler, Ben Glocker, Alexander Valentinitsch, Markus Rempfler, Björn H. Menze, Jan S. Kirschke