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Li-Zhuang Ma · SciRah

Researcher profile · Semantic Scholar

Li-Zhuang Ma

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Li-Zhuang Ma — researcher profile on SciRah

h-index: 60
Works: 669
Citations: 13K

Most-cited papers

MOL: Joint Estimation of Micro-Expression, Optical Flow, and Landmark via Transformer-Graph-Style Convolution
Zhiwen Shao, Yifan Cheng, Feiran Li, Yong Zhou +3 more
2025IEEE Transactions on Pattern Analysis and Machine Intelligence31 citations Open access
Semantic Scholar
SD-VLM: Spatial Measuring and Understanding with Depth-Encoded Vision-Language Models
Ping-Yi Chen, Yujing Lou, Shen Cao, Jin-Hui Guo +5 more
2025Neural Information Processing Systems26 citations
Semantic Scholar
Real-IAD D3: A Real-World 2D/Pseudo-3D/3D Dataset for Industrial Anomaly Detection
Wenbing Zhu, Lidong Wang, Ziqing Zhou, Chengjie Wang +13 more
2025Computer Vision and Pattern Recognition22 citations
Semantic Scholar
MesaTask: Towards Task-Driven Tabletop Scene Generation via 3D Spatial Reasoning
Jin-Kun Hao, Naifu Liang, Zhen Luo, Xu-Dong Xu +7 more
2025Neural Information Processing Systems22 citations
Semantic Scholar
3D Gaussian Head Avatars with Expressive Dynamic Appearances by Compact Tensorial Representations
Ya-Ting Wang, Xuan Wang, Ran Yi, Yanbo Fan +3 more
2025Computer Vision and Pattern Recognition20 citations
Semantic Scholar
Explore with Long-term Memory: A Benchmark and Multimodal LLM-based Reinforcement Learning Framework for Embodied Exploration
Sen Wang, Bang-Wei Liu, Zhen-Kun Gao, Li-Zhuang Ma +3 more
2026arXiv.org17 citations
Semantic Scholar
D2U-Net: a dual-path hybrid UNet architecture for precise medical image segmentation
Nora G. Ahmed, Xin Tan, Li-Zhuang Ma
2025The Visual Computer17 citations
Semantic Scholar
SIGMAN: Scaling 3D Human Gaussian Generation with Millions of Assets
Yu-Hang Yang, Fengqi Liu, Yixing Lu, Qin Zhao +7 more
2025IEEE International Conference on Computer Vision17 citations Open access
Semantic Scholar
EgoSim: Egocentric World Simulator for Embodied Interaction Generation
Jin-Kun Hao, Ming-Da Jia, Rui-Yan Wang, Hong-Rui Zhu +6 more
2026arXiv.org15 citations
Semantic Scholar
Point Mask Transformer for Outdoor Point Cloud Semantic Segmentation
Xiang-Qian Li, Xin Tan, Zhizhong Zhang, Yuan Xie +1 more
2025Computational Visual Media13 citations Open access
Semantic Scholar
MOS: Modeling Object-Scene Associations in Generalized Category Discovery
Zhengyuan Peng, Jinpeng Ma, Zhimin Sun, Ran Yi +3 more
2025Computer Vision and Pattern Recognition13 citations Open access
Semantic Scholar
Real-IAD Variety: Pushing Industrial Anomaly Detection Dataset to a Modern Era
Wenbing Zhu, Chengjie Wang, Bin-Bin Gao, Jiang-Ning Zhang +11 more
2025Pattern Recognition12 citations
Semantic Scholar
MetaWorld: Scaling Multi-Agent Video World Model from Single-view Video Data
Teng Hu, Ming Lu, Ya-Ting Wang, Jiang-Ning Zhang +5 more
2026arXiv.org11 citations
Semantic Scholar
WV-LUT: Wide Vision Lookup Tables for Real-Time Low-Light Image Enhancement
Canlin Li, Haowen Su, Xin Tan, Xiangfei Zhang +1 more
2025IEEE transactions on multimedia11 citations
Semantic Scholar
DORAEMON: Decentralized Ontology-aware Reliable Agent with Enhanced Memory Oriented Navigation
Tianjun Gu, Linfeng Li, Xu-Hong Wang, Chenghua Gong +5 more
2025arXiv.org10 citations
Semantic Scholar
Improving Autoregressive Visual Generation with Cluster-Oriented Token Prediction
Teng Hu, Jiang-Ning Zhang, Ran Yi, Jieyu Weng +4 more
2025Computer Vision and Pattern Recognition10 citations Open access
Semantic Scholar
ID-Sculpt: ID-aware 3D Head Generation from Single In-the-wild Portrait Image
Jin-Kun Hao, Junshu Tang, Jiang-Ning Zhang, Ran Yi +6 more
2025AAAI Conference on Artificial Intelligence9 citations Open access
Semantic Scholar
Constrained and directional ensemble attention for facial action unit detection
Zhiwen Shao, Bikuan Chen, Yong Zhou, Xuehuai Shi +3 more
2025Pattern Recognition8 citations
Semantic Scholar
Pinco: Position-Induced Consistent Adapter for Diffusion Transformer in Foreground-Conditioned Inpainting
Guangben Lu, Yuzhen Du, Yizhe Tang, Zhimin Sun +5 more
2025IEEE International Conference on Computer Vision8 citations Open access
Semantic Scholar
CineDance: Towards Next-Generation Multi-Shot Long-Form Cinematic Audio-Video Generation
Yu-Heng Chen, Teng Hu, Yu-Ji Wang, Qing-Dong He +6 more
2026arXiv.org6 citations
Semantic Scholar
Mirror Detection via Multi-Directional Similarity Perception and Spectral Saliency Enhancement
Zhiwen Shao, Rui Chen, Xuehuai Shi, Bing Liu +3 more
2025IEEE transactions on circuits and systems for video technology (Print)6 citations
Semantic Scholar
Omni-Customizer: End-to-End MultiModal Customization for Joint Audio-Video Generation
Yu-Heng Chen, Qing-Dong He, Teng Hu, Yu-Ji Wang +3 more
2026arXiv.org5 citations
Semantic Scholar
Omni-Supervised Motion Editing: Balancing Change and Invariance through Positive-Negative Learning
Zhenwu Shi, Jing-Yu Gong, Peiwei Wang, Xingzan Wang +6 more
2026arXiv.org5 citations
Semantic Scholar
FLEG: Feed-Forward Language Embedded Gaussian Splatting from Any Views
Qi-Jian Tian, Xin Tan, Jia-Yu Ying, Xu-Hong Wang +2 more
2025arXiv.org5 citations
Semantic Scholar
Identity-Preserving Text-to-Video Generation Guided by Simple yet Effective Spatial-Temporal Decoupled Representations
Yu-Ji Wang, Mo-Ran Li, Xiao-Bin Hu, Ran Yi +6 more
2025ACM Multimedia5 citations Open access
Semantic Scholar
UTCR-Dehaze: U-Net and transformer-based cycle-consistent generative adversarial network for unpaired remote sensing image dehazing
Canlin Li, Xiangfei Zhang, Hua Wang, Zhiwen Shao +1 more
2025Engineering applications of artificial intelligence5 citations
Semantic Scholar
Integrated multi-omics analysis unveils microbiota-metabolite-host interactions and novel biomarkers for early diabetic kidney disease diagnosis
Tao Jiang, Jialin Deng, Xiao-Juan Hu, Dong-Sheng Yao +10 more
2026Frontiers in Immunology4 citations Open access
Semantic Scholar
Evolution of Video Generative Foundations
Teng Hu, Jiang-Ning Zhang, Hong-Rui Huang, Ran Yi +6 more
2026arXiv.org4 citations
Semantic Scholar
FacePaint: Two-way cross context semantic network for face image inpainting
Yongsheng Shi, Dong-Jin Huang, Jin-Hua Liu, Jiantao Qu +2 more
2025Displays (Guildford)4 citations
Semantic Scholar
ATA: Adaptive Transformation Agent for Text-Guided Subject-Position Variable Background Inpainting
Yizhe Tang, Zhimin Sun, Yuzhen Du, Ran Yi +5 more
2025Computer Vision and Pattern Recognition4 citations
Semantic Scholar
DHP-SLAM: A real-time visual slam system with high positioning accuracy under dynamic environment
Jiamou Yang, Yang-Tao Wang, Xin Tan, Meie Fang +1 more
2025Displays (Guildford)4 citations
Semantic Scholar
TextRSR: Enhanced Arbitrary-Shaped Scene Text Representation via Robust Subspace Recovery
Zhiwen Shao, Shengtian Jiang, Han-Cheng Zhu, Xuehuai Shi +3 more
2026IEEE transactions on multimedia3 citations
Semantic Scholar
PFDepth: Heterogeneous Pinhole-Fisheye Joint Depth Estimation via Distortion-aware Gaussian-Splatted Volumetric Fusion
Zhi-Wei Zhang, Rui Xu, Weijian Zhang, Zhizhong Zhang +4 more
2025ACM Multimedia3 citations Open access
Semantic Scholar
AttentionPainter: An Efficient and Adaptive Stroke Predictor for Scene Painting
Yizhe Tang, Yue Wang, Teng Hu, Ran Yi +4 more
2025IEEE Transactions on Visualization and Computer Graphics3 citations Open access
Semantic Scholar
Learning Adaptive Dynamical Features via Multi-τ Liquid-Mamba for All-in-one Image Restoration
Hu Gao, Changshuo Wang, Yulong Chen, Li-Zhuang Ma
2026arXiv.org2 citations
Semantic Scholar
Spatial Temporal Synergy: Balancing Change and Invariance in Text Driven 3D Human Motion Editing
Shao-Hui Lin, Zhenwu Shi, Jing-Yu Gong, Jiao Xie +4 more
20262 citations
Semantic Scholar
InstanceV: Instance-Level Video Generation
Yuheng Chen, Teng Hu, Jiang-Ning Zhang, Zhu-Cun Xue +2 more
2025arXiv.org2 citations
Semantic Scholar
DiffuseFIST: A Fast Image-guided Style Transfer Method for Adapting Large-scale Diffusion Models
Miaomiao Dai, Qian-Yu Zhou, Ran Yi, Li-Zhuang Ma
2025IEEE International Conference on Acoustics, Speech, and Signal Processing2 citations
Semantic Scholar
MBMamba: When Memory Buffer Meets Mamba for Structure-Aware Image Deblurring
Huiyu Gao, Xiaoning Lei, Xi-Chen Xu, Depeng Dang +1 more
2025arXiv.org2 citations
Semantic Scholar
Semantic Frame Interpolation
Yijia Hong, Jiang-Ning Zhang, Ran Yi, Wei-Jian Cao +3 more
2025IEEE Transactions on Image Processing2 citations Open access
Semantic Scholar
OSH-Splat: optimizable semantic hyperplanes for enhanced 3D language feature Gaussian splatting
Ruijie Xu, Yuzhou Ji, Xin Tan, Li-Zhuang Ma
2025The Visual Computer2 citations
Semantic Scholar
PointDGRWKV: Generalizing RWKV-like Architecture to Unseen Domains for Point Cloud Classification
Hao Yang, Qian-Yu Zhou, Haijia Sun, Xiang-Tai Li +3 more
2025arXiv.org2 citations
Semantic Scholar
Semi-supervised Lip-Tongue segmentation with Boundary Region Contrast Sampling
Tao Jiang, Le-Chao Zhang, Wang Yuan, Li-Ping Tu +5 more
2025Applied Soft Computing2 citations
Semantic Scholar
Unveiling the Bond: How Embodied Mind Perception Shapes Human-Robot Attachment
Yulong Chen, Jing-Yue Zheng, Ning Jiang, Li-Zhuang Ma
2026International Journal of Human-Computer Interaction1 citations
Semantic Scholar
PSFusion: progressive semantic-guided hierarchical network for infrared and visible image fusion
Canlin Li, Xunpeng Guo, Xiangfei Zhang, Li-Hua Bi +1 more
2026The Visual Computer1 citations
Semantic Scholar
TRACE-Bench: Decomposing and Diagnosing Multi-Reference Image Generation
Haoran Wang, Chaofan Ma, Ran Yi, Li-Zhuang Ma
20261 citations
Semantic Scholar
Multi-Step Deformable Gaussian Splatting for Dynamic Scene Rendering
Jiaheng Hu, Zhi-Zhong Zhang, Jing-Yu Gong, Li-Zhuang Ma +2 more
2026AAAI Conference on Artificial Intelligence1 citations Open access
Semantic Scholar
GroupForward: Building Referable 3D Scenes via Instance-Grouped Feed-Forward Gaussian Splatting
Qi-Jian Tian, Zimeng Wu, Xu-Hong Wang, Li-Zhuang Ma +1 more
20261 citations
Semantic Scholar
Decoupling 3-D Point Cloud Attributes for Semantic Segmentation via Real-World Prior Exploitation
Weijian Zhang, Zhi-Zhong Zhang, Xin Tan, Yan-Yun Qu +2 more
2026IEEE transactions on intelligent transportation systems (Print)1 citations
Semantic Scholar
GSCompleter: A Distillation-Free Plugin for Metric-Aware 3D Gaussian Splatting Completion in Seconds
Ao Gao, Jing-Yu Gong, Xin Tan, Zhi-Zhong Zhang +2 more
2026arXiv.org1 citations
Semantic Scholar

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