Guanbin Li

Sun Yat-sen University — China

Computer Science · Physical Sciences

59h-index15.0kcitations408works4.52yr avg
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Research Topics

Multimodal Machine Learning Applications(88), Advanced Image and Video Retrieval Techniques(73), Domain Adaptation and Few-Shot Learning(71), Advanced Neural Network Applications(60), Human Pose and Action Recognition(53)

Publications408 total

SAM2-UNet: segment anything 2 makes strong encoder for natural and medical image segmentation
Visual Intelligence·2026· 23 citedOpen Access
Toward Efficient Semi-Supervised Object Detection With Detection Transformer
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 1 cited
Large multimodal agents: a survey
Visual Intelligence·2025· 4 citedOpen Access
Dual-domain Adaptation Networks for Realistic Image Super-resolution
arXiv (Cornell University)·2025Open Access
Mobile-Agent-RAG: Driving Smart Multi-Agent Coordination with Contextual Knowledge Empowerment for Long-Horizon Mobile Automation
arXiv (Cornell University)·2025Open Access
LaneDiffusion: Improving Centerline Graph Learning via Prior Injected BEV Feature Generation
arXiv (Cornell University)·2025Open Access
PatchWiper: Leveraging Dynamic Patch-Wise Parameters for Real-World Visible Watermark Removal
2025
GaPTalk: precision-controlled 3D Gaussian rendering for personalized talking-head synthesis
The Visual Computer·2025· 1 cited
scPhoenix: A Contrastive Learning-based Framework with Aux–Core Feature Disentanglement Enhances Sparse Cellular Multi-omics Translation
2025Open Access
Sim-DETR: Unlock DETR for Temporal Sentence Grounding
arXiv (Cornell University)·2025Open Access
Pattern-Anchored Adaptive Prototype Learning for Gastroscopic Lesion Detection and Beyond
Lecture notes in computer science·2025
PDC-Net: Pattern Divide-and-Conquer Network for Pelvic Radiation Injury Segmentation
Lecture notes in computer science·2025
AI-driven Adoptive Non-invasive Continuous Glucose Monitoring: Personalized Biosensor for Each Unique Patient
2025Open Access
Screening, Rectifying, and Re-Screening: A Unified Framework for Tuning Vision-Language Models with Noisy Labels
2025
TalkVid: A Large-Scale Diversified Dataset for Audio-Driven Talking Head Synthesis
ArXiv.org·2025Open Access
Free-MoRef: Instantly Multiplexing Context Perception Capabilities of Video-MLLMs within Single Inference
arXiv (Cornell University)·2025Open Access
SeqAffordSplat: Scene-level Sequential Affordance Reasoning on 3D Gaussian Splatting
arXiv (Cornell University)·2025Open Access
Aligning Cyber Space With Physical World: A Comprehensive Survey on Embodied AI
IEEE/ASME Transactions on Mechatronics·2025· 56 cited
AutoLayout: Closed-Loop Layout Synthesis via Slow-Fast Collaborative Reasoning
ArXiv.org·2025Open Access
Instance-Aware Multi-Task Learning for Nuclei Segmentation
IEEE Transactions on Medical Imaging·2025
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Frequent Co-authors

Liang Lin(24), Yizhou Yu(15), Lingbo Liu(7), Ruijia Xu(5), Tianshui Chen(5), Si Liu(5), Yuan Xie(4), Guanqi Chen(4), Haofeng Li(3), Wanli Ouyang(3), Shuguang Cui(3), Sibei Yang(3), Shaofei Huang(3), Tianrui Hui(3), Hefeng Wu(3), Haifan Gong(3), Pengxu Wei(2), Jihan Yang(2), Zhilin Qiu(2), Ruifei Zhang(2)