Xiaoshui Huang

130 papers A* 22A 5B 6Misc 2Journal 88Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DiffPano++: Scalable and Consistent Multi-View Panorama Generation with Spherical Epipolar-Aware Diffusion. Int. J. Comput. Vis. Chenhao Ji, Weicai Ye, Zheng Chen, Junyao Gao, Xiaoshui Huang, Xuekuan Wang, Guofeng Zhang, Song-Hai Zhang, Tong He, Wanli Ouyang, Cairong Zhao
2026	A*	`conf`	Masked Clustering Prediction for Unsupervised Point Cloud Pre-training. AAAI Bin Ren, Xiaoshui Huang, Mengyuan Liu, Hong Liu, Fabio Poiesi, Nicu Sebe, Guofeng Mei
2026	A*	`conf`	PanFoMa: A Lightweight Foundation Model and Benchmark for Pan-Cancer. AAAI Xiaoshui Huang, Tianlin Zhu, Yifan Zuo, Xue Xia, Zonghan Wu, Jiebin Yan, Dingli Hua, Zongyi Xu, Yuming Fang, Jian Zhang
2026	A*	`conf`	Robust Single-Stage Fully Sparse 3D Object Detection via Detachable Latent Diffusion. AAAI Wentao Qu, Guofeng Mei, Jing Wang, Yujiao Wu, Xiaoshui Huang, Liang Xiao
2026	J	`jnl`	TransLiDAR: A Dataset and Benchmark for Cross-Sensor Point Cloud Translation. IEEE Robotics Autom. Lett. Yilong Chen, Zongyi Xu, Xiaoshui Huang, Shanshan Zhao, Zhongpeng Lang, Xinbo Gao
2025	J	`jnl`	3DBench: A scalable benchmark for object and scene-level instruction-tuning of 3D large language models. Neural Networks Tianci Hu, Junjie Zhang, Yutao Rao, Dan Zeng, Hongwen Yu, Xiaoshui Huang
2025	J	`jnl`	A Self-Conditioned Representation Guided Diffusion Model for Realistic Text-to-LiDAR Scene Generation. CoRR Wentao Qu, Guofeng Mei, Yang Wu, Yongshun Gong, Xiaoshui Huang, Liang Xiao
2025	A*	`conf`	An End-to-End Robust Point Cloud Semantic Segmentation Network with Single-Step Conditional Diffusion Models. CVPR Wentao Qu, Jing Wang, Yongshun Gong, Xiaoshui Huang, Liang Xiao
2025	B	`conf`	BRepFormer: Transformer-Based B-rep Geometric Feature Recognition. ICMR Yongkang Dai, Xiaoshui Huang, Yunpeng Bai, Hao Guo, Hongping Gan, Ling Yang, Yilei Shi
2025	J	`jnl`	BRepFormer: Transformer-Based B-rep Geometric Feature Recognition. CoRR Yongkang Dai, Xiaoshui Huang, Yunpeng Bai, Hao Guo, Hongping Gan, Ling Yang, Yilei Shi
2025	A*	`conf`	BrepGiff: Lightweight Generation of Complex B-rep with 3D GAT Diffusion. CVPR Hao Guo, Xiaoshui Huang, Jiacheng Hao, Yunpeng Bai, Hongping Gan, Yilei Shi
2025	J	`jnl`	Controllable text-to-3D multi-object generation via integrating layout and multiview patterns. Comput. Graph. Shaorong Sun, Shuchao Pang, Yazhou Yao, Xiaoshui Huang
2025	J	`jnl`	Cross3DReg: Towards a Large-scale Real-world Cross-source Point Cloud Registration Benchmark. CoRR Zongyi Xu, Zhongpeng Lang, Yilong Chen, Shanshan Zhao, Xiaoshui Huang, Yifan Zuo, Yan Zhang, Qianni Zhang, Xinbo Gao
2025	J	`jnl`	DDSR-Net: Direct Document Shadow Removal Leveraging Multi-scale Attention. Mach. Intell. Res. Bingshu Wang, Ze Wang, Wenjie Liu, Xiaoshui Huang, C. L. Philip Chen, Yue Zhao
2025	J	`jnl`	Diverse Teacher-Students for deep safe semi-supervised learning under class mismatch. Neural Networks Qikai Wang, Rundong He, Yongshun Gong, Chunxiao Ren, Haoliang Sun, Xiaoshui Huang, Yilong Yin
2025	J	`jnl`	Exploring Self-Supervised Learning for 3D Point Cloud Registration. IEEE Robotics Autom. Lett. Mingzhi Yuan, Qiao Huang, Ao Shen, Xiaoshui Huang, Manning Wang
2025	J	`jnl`	Fine-grained visual tracking via distribution-aware mask modeling and temporal propagation. Knowl. Based Syst. Xin Zhou, Junjie Zhang, Hongwen Yu, Fangyu Wu, Xiaoshui Huang, Jian Zhang
2025	J	`jnl`	LAHNet: Local Attentive Hashing Network for Point Cloud Registration. CoRR Wentao Qu, Xiaoshui Huang, Liang Xiao
2025	—	`conf`	LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search. NAACL (Long Papers) Di Zhang, Jianbo Wu, Jingdi Lei, Tong Che, Jiatong Li, Tong Xie, Xiaoshui Huang, Shufei Zhang, Marco Pavone, Yuqiang Li, Wanli Ouyang, Dongzhan Zhou
2025	A*	`conf`	LPCG: A Self-conditional Architecture for Labeled Point Cloud Generation. AAAI Dongshuo Huang, Xiaoshui Huang, Chengdong Zhang, Yilei Shi
2025	J	`jnl`	MamTiff-CAD: Multi-Scale Latent Diffusion with Mamba+ for Complex Parametric Sequence. CoRR Liyuan Deng, Yunpeng Bai, Yongkang Dai, Xiaoshui Huang, Hongping Gan, Dongshuo Huang, Jiacheng Hao, Yilei Shi
2025	J	`jnl`	Masked Clustering Prediction for Unsupervised Point Cloud Pre-training. CoRR Bin Ren, Xiaoshui Huang, Mengyuan Liu, Hong Liu, Fabio Poiesi, Nicu Sebe, Guofeng Mei
2025	J	`jnl`	MeshCraft: Exploring Efficient and Controllable Mesh Generation with Flow-based DiTs. CoRR Xianglong He, Junyi Chen, Di Huang, Zexiang Liu, Xiaoshui Huang, Wanli Ouyang, Chun Yuan, Yangguang Li
2025	J	`jnl`	Multimodal learning for non-small cell lung cancer prognosis. Biomed. Signal Process. Control. Yujiao Wu, Yaxiong Wang, Xiaoshui Huang, Haofei Wang, Fan Yang, Wenwen Sun, Steven W. Su, Sai Ho Ling
2025	J	`jnl`	NeRF-Det++: Incorporating Semantic Cues and Perspective-Aware Depth Supervision for Indoor Multi-View 3D Detection. IEEE Trans. Image Process. Chenxi Huang, Yuenan Hou, Weicai Ye, Di Huang, Xiaoshui Huang, Binbin Lin, Deng Cai
2025	A*	`conf`	PSReg: Prior-guided Sparse Mixture of Experts for Point Cloud Registration. AAAI Xiaoshui Huang, Zhou Huang, Yifan Zuo, Yongshun Gong, Chengdong Zhang, Deyang Liu, Yuming Fang
2025	J	`jnl`	PSReg: Prior-guided Sparse Mixture of Experts for Point Cloud Registration. CoRR Xiaoshui Huang, Zhou Huang, Yifan Zuo, Yongshun Gong, Chengdong Zhang, Deyang Liu, Yuming Fang
2025	J	`jnl`	PanFoMa: A Lightweight Foundation Model and Benchmark for Pan-Cancer. CoRR Xiaoshui Huang, Tianlin Zhu, Yifan Zuo, Xue Xia, Zonghan Wu, Jiebin Yan, Dingli Hua, Zongyi Xu, Yuming Fang, Jian Zhang
2025	J	`jnl`	Robust Single-Stage Fully Sparse 3D Object Detection via Detachable Latent Diffusion. CoRR Wentao Qu, Guofeng Mei, Jing Wang, Yujiao Wu, Xiaoshui Huang, Liang Xiao
2025	J	`jnl`	Self-Supervised and Generalizable Tokenization for CLIP-Based 3D Understanding. CoRR Guofeng Mei, Bin Ren, Juan Liu, Luigi Riz, Xiaoshui Huang, Xu Zheng, Yongshun Gong, Ming-Hsuan Yang, Nicu Sebe, Fabio Poiesi
2025	A*	`conf`	Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation. CVPR Shuling Zhao, Fa-Ting Hong, Xiaoshui Huang, Dan Xu
2025	A	`conf`	THOR: Text to Human-Object Interaction Diffusion via Relation Intervention. ICME Qianyang Wu, Ye Shi, Xiaoshui Huang, Lan Xu, Jingyi Yu, Jingya Wang
2025	J	`jnl`	Weakly Supervised LiDAR Semantic Segmentation via Scatter Image Annotation. IEEE Trans. Multim. Yilong Chen, Zongyi Xu, Xiaoshui Huang, Shanshan Zhao, Xinqi Jiang, Xinyu Gao, Xinbo Gao
2024	A	`conf`	3D Point Cloud Pre-Training with Knowledge Distilled from 2D Images. ICME Yuan Yao, Yuanhan Zhang, Zhenfei Yin, Jiebo Luo, Wanli Ouyang, Xiaoshui Huang
2024	A*	`conf`	3DBench: A Scalable 3D Benchmark and Instruction-Tuning Dataset. IJCAI Junjie Zhang, Tianci Hu, Xiaoshui Huang, Yongshun Gong, Dan Zeng
2024	J	`jnl`	3DBench: A Scalable 3D Benchmark and Instruction-Tuning Dataset. CoRR Junjie Zhang, Tianci Hu, Xiaoshui Huang, Yongshun Gong, Dan Zeng
2024	J	`jnl`	A IEEE Trans. Circuits Syst. Video Technol. Yifan Zuo, Yaping Xu, Yifeng Zeng, Yuming Fang, Xiaoshui Huang, Jiebin Yan
2024	J	`jnl`	A Comprehensive Survey on 3D Content Generation. CoRR Jian Liu, Xiaoshui Huang, Tianyu Huang, Lu Chen, Yuenan Hou, Shixiang Tang, Ziwei Liu, Wanli Ouyang, Wangmeng Zuo, Junjun Jiang, Xianming Liu
2024	A*	`conf`	A Conditional Denoising Diffusion Probabilistic Model for Point Cloud Upsampling. CVPR Wentao Qu, Yuantian Shao, Lingwu Meng, Xiaoshui Huang, Liang Xiao
2024	J	`jnl`	Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B. CoRR Di Zhang, Xiaoshui Huang, Dongzhan Zhou, Yuqiang Li, Wanli Ouyang
2024	J	`jnl`	Accurate Registration of Cross-Modality Geometry via Consistent Clustering. IEEE Trans. Vis. Comput. Graph. Mingyang Zhao, Xiaoshui Huang, Jingen Jiang, Luntian Mou, Dong-Ming Yan, Lei Ma
2024	J	`jnl`	An End-to-End Robust Point Cloud Semantic Segmentation Network with Single-Step Conditional Diffusion Models. CoRR Wentao Qu, Jing Wang, Yongshun Gong, Xiaoshui Huang, Liang Xiao
2024	J	`jnl`	COMOGen: A Controllable Text-to-3D Multi-object Generation Framework. CoRR Shaorong Sun, Shuchao Pang, Yazhou Yao, Xiaoshui Huang
2024	J	`jnl`	DATAP-SfM: Dynamic-Aware Tracking Any Point for Robust Structure from Motion in the Wild. CoRR Weicai Ye, Xinyu Chen, Ruohao Zhan, Di Huang, Xiaoshui Huang, Haoyi Zhu, Hujun Bao, Wanli Ouyang, Tong He, Guofeng Zhang
2024	A*	`conf`	DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion. NeurIPS Weicai Ye, Chenhao Ji, Zheng Chen, Junyao Gao, Xiaoshui Huang, Song-Hai Zhang, Wanli Ouyang, Tong He, Cairong Zhao, Guofeng Zhang
2024	J	`jnl`	DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion. CoRR Weicai Ye, Chenhao Ji, Zheng Chen, Junyao Gao, Xiaoshui Huang, Song-Hai Zhang, Wanli Ouyang, Tong He, Cairong Zhao, Guofeng Zhang
2024	J	`jnl`	Diverse Teacher-Students for Deep Safe Semi-Supervised Learning under Class Mismatch. CoRR Qikai Wang, Rundong He, Yongshun Gong, Chunxiao Ren, Haoliang Sun, Xiaoshui Huang, Yilong Yin
2024	J	`jnl`	Foundation Model assisted Weakly Supervised LiDAR Semantic Segmentation. CoRR Yilong Chen, Zongyi Xu, Xiaoshui Huang, Ruicheng Zhang, Xinqi Jiang, Xinbo Gao
2024	J	`jnl`	Frequency-Aware Multi-Modal Fine-Tuning for Few-Shot Open-Set Remote Sensing Scene Classification. IEEE Trans. Multim. Junjie Zhang, Yutao Rao, Xiaoshui Huang, Guanyi Li, Xin Zhou, Dan Zeng
2024	A*	`conf`	Frozen CLIP Transformer Is an Efficient Point Cloud Encoder. AAAI Xiaoshui Huang, Zhou Huang, Sheng Li, Wentao Qu, Tong He, Yuenan Hou, Yifan Zuo, Wanli Ouyang
2024	—	`conf`	GVGEN: Text-to-3D Generation with Volumetric Representation. ECCV (8) Xianglong He, Junyi Chen, Sida Peng, Di Huang, Yangguang Li, Xiaoshui Huang, Chun Yuan, Wanli Ouyang, Tong He
2024	J	`jnl`	GVGEN: Text-to-3D Generation with Volumetric Representation. CoRR Xianglong He, Junyi Chen, Sida Peng, Di Huang, Yangguang Li, Xiaoshui Huang, Chun Yuan, Wanli Ouyang, Tong He
2024	J	`jnl`	LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning. CoRR Di Zhang, Jianbo Wu, Jingdi Lei, Tong Che, Jiatong Li, Tong Xie, Xiaoshui Huang, Shufei Zhang, Marco Pavone, Yuqiang Li, Wanli Ouyang, Dongzhan Zhou
2024	J	`jnl`	Learning content-aware feature fusion for guided depth map super-resolution. Signal Process. Image Commun. Yifan Zuo, Hao Wang, Yaping Xu, Huimin Huang, Xiaoshui Huang, Xue Xia, Yuming Fang
2024	J	`jnl`	NeRF-Det++: Incorporating Semantic Cues and Perspective-aware Depth Supervision for Indoor Multi-View 3D Detection. CoRR Chenxi Huang, Yuenan Hou, Weicai Ye, Di Huang, Xiaoshui Huang, Binbin Lin, Deng Cai, Wanli Ouyang
2024	J	`jnl`	Non-target Divergence Hypothesis: Toward Understanding Domain Gaps in Cross-Modal Knowledge Distillation. CoRR Yilong Chen, Zongyi Xu, Xiaoshui Huang, Shanshan Zhao, Xinqi Jiang, Xinyu Gao, Xingbo Gao
2024	A*	`conf`	Point Cloud Pre-Training with Diffusion Models. CVPR Xiao Zheng, Xiaoshui Huang, Guofeng Mei, Yuenan Hou, Zhaoyang Lyu, Bo Dai, Wanli Ouyang, Yongshun Gong
2024	J	`jnl`	Retrieval-and-alignment based large-scale indoor point cloud semantic segmentation. Sci. China Inf. Sci. Zongyi Xu, Xiaoshui Huang, Bo Yuan, Yangfu Wang, Qianni Zhang, Weisheng Li, Xinbo Gao
2024	A*	`conf`	Semi-supervised 3D Object Detection with PatchTeacher and PillarMix. AAAI Xiaopei Wu, Liang Peng, Liang Xie, Yuenan Hou, Binbin Lin, Xiaoshui Huang, Haifeng Liu, Deng Cai, Wanli Ouyang
2024	J	`jnl`	Semi-supervised 3D Object Detection with PatchTeacher and PillarMix. CoRR Xiaopei Wu, Liang Peng, Liang Xie, Yuenan Hou, Binbin Lin, Xiaoshui Huang, Haifeng Liu, Deng Cai, Wanli Ouyang
2024	J	`jnl`	Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation. CoRR Shuling Zhao, Fa-Ting Hong, Xiaoshui Huang, Dan Xu
2024	A*	`conf`	TASeg: Temporal Aggregation Network for LiDAR Semantic Segmentation. CVPR Xiaopei Wu, Yuenan Hou, Xiaoshui Huang, Binbin Lin, Tong He, Xinge Zhu, Yuexin Ma, Boxi Wu, Haifeng Liu, Deng Cai, Wanli Ouyang
2024	J	`jnl`	TASeg: Temporal Aggregation Network for LiDAR Semantic Segmentation. CoRR Xiaopei Wu, Yuenan Hou, Xiaoshui Huang, Binbin Lin, Tong He, Xinge Zhu, Yuexin Ma, Boxi Wu, Haifeng Liu, Deng Cai, Wanli Ouyang
2024	J	`jnl`	THOR: Text to Human-Object Interaction Diffusion via Relation Intervention. CoRR Qianyang Wu, Ye Shi, Xiaoshui Huang, Jingyi Yu, Lan Xu, Jingya Wang
2024	J	`jnl`	Taming Stable Diffusion for Text to 360{\deg} Panorama Image Generation. CoRR Cheng Zhang, Qianyi Wu, Camilo Cruz Gambardella, Xiaoshui Huang, Dinh Q. Phung, Wanli Ouyang, Jianfei Cai
2024	A*	`conf`	Taming Stable Diffusion for Text to 360° Panorama Image Generation. CVPR Cheng Zhang, Qianyi Wu, Camilo Cruz Gambardella, Xiaoshui Huang, Dinh Phung, Wanli Ouyang, Jianfei Cai
2024	J	`jnl`	Uni3D-LLM: Unifying Point Cloud Perception, Generation and Editing with Large Language Models. CoRR Dingning Liu, Xiaoshui Huang, Yuenan Hou, Zhihui Wang, Zhenfei Yin, Yongshun Gong, Peng Gao, Wanli Ouyang
2024	—	`conf`	UniDream: Unifying Diffusion Priors for Relightable Text-to-3D Generation. ECCV (5) Zexiang Liu, Yangguang Li, Youtian Lin, Xin Yu, Sida Peng, Yan-Pei Cao, Xiaojuan Qi, Xiaoshui Huang, Ding Liang, Wanli Ouyang
2023	J	`jnl`	3DAxiesPrompts: Unleashing the 3D Spatial Task Capabilities of GPT-4V. CoRR Dingning Liu, Xiaomeng Dong, Renrui Zhang, Xu Luo, Peng Gao, Xiaoshui Huang, Yongshun Gong, Zhihui Wang
2023	J	`jnl`	A Conditional Denoising Diffusion Probabilistic Model for Point Cloud Upsampling. CoRR Wentao Qu, Yuantian Shao, Lingwu Meng, Xiaoshui Huang, Liang Xiao
2023	J	`jnl`	Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation. IEEE Trans. Cybern. Shuchao Pang, Anan Du, Mehmet A. Orgun, Yan Wang, Quan Z. Sheng, Shoujin Wang, Xiaoshui Huang, Zhenmei Yu
2023	A*	`conf`	Boosting 3D Point Cloud Registration by Transferring Multi-modality Knowledge. ICRA Mingzhi Yuan, Xiaoshui Huang, Kexue Fu, Zhihao Li, Manning Wang
2023	J	`jnl`	Boosting 3D Point Cloud Registration by Transferring Multi-modality Knowledge. CoRR Mingzhi Yuan, Xiaoshui Huang, Kexue Fu, Zhihao Li, Manning Wang
2023	A*	`conf`	CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-Training. ICCV Tianyu Huang, Bowen Dong, Yunhan Yang, Xiaoshui Huang, Rynson W. H. Lau, Wanli Ouyang, Wangmeng Zuo
2023	J	`jnl`	Cross-source Point Cloud Registration: Challenges, Progress and Prospects. CoRR Xiaoshui Huang, Guofeng Mei, Jian Zhang
2023	J	`jnl`	Cross-source point cloud registration: Challenges, progress and prospects. Neurocomputing Xiaoshui Huang, Guofeng Mei, Jian Zhang
2023	J	`jnl`	Experts Weights Averaging: A New General Training Scheme for Vision Transformers. CoRR Yongqi Huang, Peng Ye, Xiaoshui Huang, Sheng Li, Tao Chen, Tong He, Wanli Ouyang
2023	A*	`conf`	LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark. NeurIPS Zhenfei Yin, Jiong Wang, Jianjian Cao, Zhelun Shi, Dingning Liu, Mukai Li, Xiaoshui Huang, Zhiyong Wang, Lu Sheng, Lei Bai, Jing Shao, Wanli Ouyang
2023	J	`jnl`	LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark. CoRR Zhenfei Yin, Jiong Wang, Jianjian Cao, Zhelun Shi, Dingning Liu, Mukai Li, Lu Sheng, Lei Bai, Xiaoshui Huang, Zhiyong Wang, Jing Shao, Wanli Ouyang
2023	J	`jnl`	PCRDiffusion: Diffusion Probabilistic Models for Point Cloud Registration. CoRR Yue Wu, Yongzhe Yuan, Xiaolong Fan, Xiaoshui Huang, Maoguo Gong, Qiguang Miao
2023	J	`jnl`	Point Cloud Pre-training with Diffusion Models. CoRR Xiao Zheng, Xiaoshui Huang, Guofeng Mei, Yuenan Hou, Zhaoyang Lyu, Bo Dai, Wanli Ouyang, Yongshun Gong
2023	J	`jnl`	UniDream: Unifying Diffusion Priors for Relightable Text-to-3D Generation. CoRR Zexiang Liu, Yangguang Li, Youtian Lin, Xin Yu, Sida Peng, Yan-Pei Cao, Xiaojuan Qi, Xiaoshui Huang, Ding Liang, Wanli Ouyang
2023	J	`jnl`	UniG3D: A Unified 3D Object Generation Dataset. CoRR Qinghong Sun, Yangguang Li, Zexiang Liu, Xiaoshui Huang, Fenggang Liu, Xihui Liu, Wanli Ouyang, Jing Shao
2023	A*	`conf`	Unsupervised Deep Probabilistic Approach for Partial Point Cloud Registration. CVPR Guofeng Mei, Hao Tang, Xiaoshui Huang, Weijie Wang, Juan Liu, Jian Zhang, Luc Van Gool, Qiang Wu
2023	J	`jnl`	Unsupervised Deep Probabilistic Approach for Partial Point Cloud Registration. CoRR Guofeng Mei, Hao Tang, Xiaoshui Huang, Weijie Wang, Juan Liu, Jian Zhang, Luc Van Gool, Qiang Wu
2023	J	`jnl`	Zero-Shot Point Cloud Registration. CoRR Weijie Wang, Guofeng Mei, Bin Ren, Xiaoshui Huang, Fabio Poiesi, Luc Van Gool, Nicu Sebe, Bruno Lepri
2022	J	`jnl`	3D Point Cloud Pre-training with Knowledge Distillation from 2D Images. CoRR Yuan Yao, Yuanhan Zhang, Zhenfei Yin, Jiebo Luo, Wanli Ouyang, Xiaoshui Huang
2022	J	`jnl`	Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation. CoRR Shuchao Pang, Anan Du, Mehmet A. Orgun, Yan Wang, Quan Z. Sheng, Shoujin Wang, Xiaoshui Huang, Zhenmei Yu
2022	J	`jnl`	Boosting Semi-Supervised 3D Object Detection with Semi-Sampling. CoRR Xiaopei Wu, Yang Zhao, Liang Peng, Hua Chen, Xiaoshui Huang, Binbin Lin, Haifeng Liu, Deng Cai, Wanli Ouyang
2022	J	`jnl`	CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-training. CoRR Tianyu Huang, Bowen Dong, Yunhan Yang, Xiaoshui Huang, Rynson W. H. Lau, Wanli Ouyang, Wangmeng Zuo
2022	J	`jnl`	Frozen CLIP Model is An Efficient Point Cloud Backbone. CoRR Xiaoshui Huang, Sheng Li, Wentao Qu, Tong He, Yifan Zuo, Wanli Ouyang
2022	J	`jnl`	GMF: General Multimodal Fusion Framework for Correspondence Outlier Rejection. CoRR Xiaoshui Huang, Wentao Qu, Yifan Zuo, Yuming Fang, Xiaowei Zhao
2022	J	`jnl`	GMF: General Multimodal Fusion Framework for Correspondence Outlier Rejection. IEEE Robotics Autom. Lett. Xiaoshui Huang, Wentao Qu, Yifan Zuo, Yuming Fang, Xiaowei Zhao
2022	J	`jnl`	IMFNet: Interpretable Multimodal Fusion for Point Cloud Registration. IEEE Robotics Autom. Lett. Xiaoshui Huang, Wentao Qu, Yifan Zuo, Yuming Fang, Xiaowei Zhao
2022	J	`jnl`	MIG-Net: Multi-Scale Network Alternatively Guided by Intensity and Gradient Features for Depth Map Super-Resolution. IEEE Trans. Multim. Yifan Zuo, Hao Wang, Yuming Fang, Xiaoshui Huang, Xiwu Shang, Qiang Wu
2022	J	`jnl`	Multimodal Learning for Non-small Cell Lung Cancer Prognosis. CoRR Yujiao Wu, Yaxiong Wang, Xiaoshui Huang, Fan Yang, Sai Ho Ling, Steven Weidong Su
2022	A	`conf`	Overlap-Guided Coarse-to-Fine Correspondence Prediction for Point Cloud Registration. ICME Guofeng Mei, Xiaoshui Huang, Jian Zhang, Qiang Wu
2022	B	`conf`	Partial Point Cloud Registration Via Soft Segmentation. ICIP Guofeng Mei, Xiaoshui Huang, Jian Zhang, Qiang Wu
2022	J	`jnl`	Robust real-world point cloud registration by inlier detection. Comput. Vis. Image Underst. Xiaoshui Huang, Yangfu Wang, Sheng Li, Guofeng Mei, Zongyi Xu, Yucheng Wang, Jian Zhang, Mohammed Bennamoun
2022	B	`conf`	Unsupervised Point Cloud Pre-Training Via Contrasting and Clustering. ICIP Guofeng Mei, Xiaoshui Huang, Juan Liu, Jian Zhang, Qiang Wu
2022	J	`jnl`	Unsupervised Point Cloud Registration by Learning Unified Gaussian Mixture Models. IEEE Robotics Autom. Lett. Xiaoshui Huang, Sheng Li, Yifan Zuo, Yuming Fang, Jian Zhang, Xiaowei Zhao
2022	—	`conf`	Unsupervised Pre-training for 3D Object Detection with Transformer. PRCV (3) Maosheng Sun, Xiaoshui Huang, Zeren Sun, Qiong Wang, Yazhou Yao
2021	J	`jnl`	A comprehensive survey on point cloud registration. CoRR Xiaoshui Huang, Guofeng Mei, Jian Zhang, Rana Abbas
2021	J	`jnl`	COTReg: Coupled Optimal Transport based Point Cloud Registration. CoRR Guofeng Mei, Xiaoshui Huang, Litao Yu, Jian Zhang, Mohammed Bennamoun
2021	B	`conf`	DeepMMSA: A Novel Multimodal Deep Learning Method for Non-small Cell Lung Cancer Survival Analysis. SMC Yujiao Wu, Jie Ma, Xiaoshui Huang, Sai Ho Ling, Steven Weidong Su
2021	J	`jnl`	DeepMMSA: A Novel Multimodal Deep Learning Method for Non-small Cell Lung Cancer Survival Analysis. CoRR Yujiao Wu, Jie Ma, Xiaoshui Huang, Sai-Ho Ling, Steven Weidong Su
2021	J	`jnl`	GenReg: Deep Generative Method for Fast Point Cloud Registration. CoRR Xiaoshui Huang, Zongyi Xu, Guofeng Mei, Sheng Li, Jian Zhang, Yifan Zuo, Yucheng Wang
2021	J	`jnl`	Hierarchical Attentive Transaction Embedding With Intra- and Inter-Transaction Dependencies for Next-Item Recommendation. IEEE Intell. Syst. Shoujin Wang, Longbing Cao, Liang Hu, Shlomo Berkovsky, Xiaoshui Huang, Lin Xiao, Wenpeng Lu
2021	J	`jnl`	IMFNet: Interpretable Multimodal Fusion for Point Cloud Registration. CoRR Xiaoshui Huang, Wentao Qu, Yifan Zuo, Yuming Fang, Xiaowei Zhao
2020	J	`jnl`	Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Images for Segmentation. CoRR Shuchao Pang, Anan Du, Mehmet A. Orgun, Yan Wang, Quanzheng Sheng, Shoujin Wang, Xiaoshui Huang, Zhenmei Yu
2020	J	`jnl`	Causal Discovery from Incomplete Data using An Encoder and Reinforcement Learning. CoRR Xiaoshui Huang, Fujin Zhu, Lois Holloway, Ali Haidar
2020	A	`conf`	Classification Constrained Discriminator For Domain Adaptive Semantic Segmentation. ICME Tao Chen, Jian Zhang, Guo-Sen Xie, Yazhou Yao, Xiaoshui Huang, Zhenmin Tang
2020	B	`conf`	Exploring Long-Short-Term Context For Point Cloud Semantic Segmentation. ICIP Anan Du, Shuchao Pang, Xiaoshui Huang, Jian Zhang, Qiang Wu
2020	A*	`conf`	Feature-Metric Registration: A Fast Semi-Supervised Approach for Robust Point Cloud Registration Without Correspondences. CVPR Xiaoshui Huang, Guofeng Mei, Jian Zhang
2020	J	`jnl`	Feature-metric Registration: A Fast Semi-supervised Approach for Robust Point Cloud Registration without Correspondences. CoRR Xiaoshui Huang, Guofeng Mei, Jian Zhang
2020	J	`jnl`	Jointly Modeling Intra- and Inter-transaction Dependencies with Hierarchical Attentive Transaction Embeddings for Next-item Recommendation. CoRR Shoujin Wang, Longbing Cao, Liang Hu, Shlomo Berkovsky, Xiaoshui Huang, Lin Xiao, Wenpeng Lu
2019	—	`—`	Cross-source point cloud matching by exploring structure property Xiaoshui Huang
2019	A	`conf`	Fast Registration for Cross-Source Point Clouds by using Weak Regional Affinity and Pixel-Wise Refinement. ICME Xiaoshui Huang, Lixin Fan, Qiang Wu, Jian Zhang, Chun Yuan
2019	J	`jnl`	Fast Registration for cross-source point clouds by using weak regional affinity and pixel-wise refinement. CoRR Xiaoshui Huang, Lixin Fan, Qiang Wu, Jian Zhang, Chun Yuan
2019	B	`conf`	Kpsnet: Keypoint Detection and Feature Extraction for Point Cloud Registration. ICIP Anan Du, Xiaoshui Huang, Jian Zhang, Lingxiang Yao, Qiang Wu
2018	J	`jnl`	A Coarse-to-Fine Algorithm for Matching and Registration in 3D Cross-Source Point Clouds. IEEE Trans. Circuits Syst. Video Technol. Xiaoshui Huang, Jian Zhang, Qiang Wu, Lixin Fan, Chun Yuan
2018	A*	`conf`	Attention-Based Transactional Context Embedding for Next-Item Recommendation. AAAI Shoujin Wang, Liang Hu, Longbing Cao, Xiaoshui Huang, Defu Lian, Wei Liu
2017	J	`jnl`	A Systematic Approach for Cross-Source Point Cloud Registration by Preserving Macro and Micro Structures. IEEE Trans. Image Process. Xiaoshui Huang, Jian Zhang, Lixin Fan, Qiang Wu, Chun Yuan
2017	J	`jnl`	Learning a 3D descriptor for cross-source point cloud registration from synthetic data. CoRR Xiaoshui Huang
2016	Misc	`conf`	A Coarse-to-Fine Algorithm for Registration in 3D Street-View Cross-Source Point Clouds. DICTA Xiaoshui Huang, Jian Zhang, Qiang Wu, Lixin Fan, Chun Yuan
2016	J	`jnl`	A Systematic Approach for Cross-source Point Cloud Registration by Preserving Macro and Micro Structures. CoRR Xiaoshui Huang, Jian Zhang, Lixin Fan, Qiang Wu, Chun Yuan
2016	J	`jnl`	A coarse-to-fine algorithm for registration in 3D street-view cross-source point clouds. CoRR Xiaoshui Huang, Jian Zhang, Qiang Wu, Lixin Fan, Chun Yuan
2016	—	`conf`	Real Time Complete Dense Depth Reconstruction for a Monocular Camera. CVPR Workshops Xiaoshui Huang, Lixin Fan, Jian Zhang, Qiang Wu, Chun Yuan
2015	Misc	`conf`	Dense Correspondence Using Non-Local DAISY Forest. DICTA Xiaoshui Huang, Jian Zhang, Qiang Wu, Chun Yuan, Lixin Fan
2015	—	`conf`	Graph Cuts Stereo Matching Based on Patch-Match and Ground Control Points Constraint. PCM (2) Xiaoshui Huang, Chun Yuan, Jian Zhang