Guanbin Li

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 346

Top Venues

University of Hong Kong (PHD)

Education History

University of Hong Kong

PHD

Publications

Jiaming Li, Jiacheng Zhang, Jichang Li, Ge Li, Si Liu, Liang Lin, Guanbin Li
Learning Background Prompts to Discover Implicit Knowledge for Open Vocabulary Object Detection. CoRR (2024)
Kuo Wang, Lechao Cheng, Weikai Chen, Pingping Zhang, Liang Lin, Fan Zhou, Guanbin Li
MarvelOVD: Marrying Object Recognition and Vision-Language Models for Robust Open-Vocabulary Object Detection. CoRR (2024)
Jiacheng Zhang, Jie Wu, Yuxi Ren, Xin Xia, Huafeng Kuang, Pan Xie, Jiashi Li, Xuefeng Xiao, Weilin Huang, Min Zheng, Lean Fu, Guanbin Li
UniFL: Improve Stable Diffusion via Unified Feedback Learning. CoRR (2024)
Yang Liu, Xinshuai Song, Kaixuan Jiang, Weixing Chen, Jingzhou Luo, Guanbin Li, Liang Lin
Multimodal Embodied Interactive Agent for Cafe Scene. CoRR (2024)
Duojun Huang, Xinyu Xiong, De-Jun Fan, Feng Gao, Xiao-Jian Wu, Guanbin Li
Annotation-Efficient Polyp Segmentation via Active Learning. CoRR (2024)
Haifan Gong, Wenhao Huang, Huan Zhang, Yu Wang, Xiang Wan, Hong Shen, Guanbin Li, Haofeng Li
Intensity Confusion Matters: An Intensity-Distance Guided Loss for Bronchus Segmentation. CoRR (2024)
Junjia Huang, Haofeng Li, Xiang Wan, Guanbin Li
UniCell: Universal Cell Nucleus Classification via Prompt Learning. CoRR (2024)
Yuncheng Jiang, Zixun Zhang, Yiwen Hu, Guanbin Li, Xiang Wan, Song Wu, Shuguang Cui, Silin Huang, Zhen Li
ECC-PolypDet: Enhanced CenterNet with Contrastive Learning for Automatic Polyp Detection. CoRR (2024)
Yang Liu, Binglin Chen, Yongsen Zheng, Guanbin Li, Liang Lin
Fine-grained Spatial-temporal MLP Architecture for Metro Origin-Destination Prediction. CoRR (2024)
Zijian He, Peixin Chen, Guangrun Wang, Guanbin Li, Philip H. S. Torr, Liang Lin
WildVidFit: Video Virtual Try-On in the Wild via Image-Based Controlled Diffusion Models. CoRR (2024)
Jiacheng Zhang, Jiaming Li, Xiangru Lin, Wei Zhang, Xiao Tan, Junyu Han, Errui Ding, Jingdong Wang, Guanbin Li
Decoupled Pseudo-labeling for Semi-Supervised Monocular 3D Object Detection. CoRR (2024)
Junlin Xie, Zhihong Chen, Ruifei Zhang, Xiang Wan, Guanbin Li
Large Multimodal Agents: A Survey. CoRR (2024)
Junjia Huang, Haofeng Li, Xiang Wan, Guanbin Li
UniCell: Universal Cell Nucleus Classification via Prompt Learning. AAAI (2024)
Jichang Li, Guanbin Li, Yizhou Yu
Inter-Domain Mixup for Semi-Supervised Domain Adaptation. CoRR (2024)
Jiahao Chen, Yipeng Qin, Lingjie Liu, Jiangbo Lu, Guanbin Li
NeRF-HuGS: Improved Neural Radiance Fields in Non-static Scenes Using Heuristics-Guided Segmentation. CoRR (2024)
Ganlong Zhao, Guanbin Li, Weikai Chen, Yizhou Yu
OVER-NAV: Elevating Iterative Vision-and-Language Navigation with Open-Vocabulary Detection and StructurEd Representation. CoRR (2024)
Jichang Li, Guanbin Li, Hui Cheng, Zicheng Liao, Yizhou Yu
FedDiv: Collaborative Noise Filtering for Federated Learning with Noisy Labels. AAAI (2024)
Jinxi Xiang, Ricong Huang, Jun Zhang, Guanbin Li, Xiao Han, Yang Wei
VersVideo: Leveraging Enhanced Temporal Diffusion Models for Versatile Video Generation. ICLR (2024)
Yang Liu, Weixing Chen, Yongjie Bai, Guanbin Li, Wen Gao, Liang Lin
Aligning Cyber Space with Physical World: A Comprehensive Survey on Embodied AI. CoRR (2024)
Jingyu Zhuang, Kuo Wang, Liang Lin, Guanbin Li
Credible Teacher for Semi-Supervised Object Detection in Open Scene. ICASSP (2024)
Wei Lou, Guanbin Li, Xiang Wan, Haofeng Li
Cell Graph Transformer for Nuclei Classification. CoRR (2024)
Zhenhua Wu, Yanlin Jin, Liangdong Qiu, Xiaoguang Han, Xiang Wan, Guanbin Li
ToDER: Towards Colonoscopy Depth Estimation and Reconstruction with Geometry Constraint Adaptation. CoRR (2024)
Hairong Shi, Songhao Han, Shaofei Huang, Yue Liao, Guanbin Li, Xiangxing Kong, Hua Zhu, Xiaomu Wang, Si Liu
Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation. CoRR (2024)
Jichang Li, Guanbin Li, Yizhou Yu
Adaptive Betweenness Clustering for Semi-Supervised Domain Adaptation. CoRR (2024)
Jingyu Zhuang, Di Kang, Yan-Pei Cao, Guanbin Li, Liang Lin, Ying Shan
TIP-Editor: An Accurate 3D Editor Following Both Text-Prompts And Image-Prompts. CoRR (2024)
Jichang Li, Guanbin Li, Yizhou Yu
Inter-domain mixup for semi-supervised domain adaptation. Pattern Recognit. 146 (2024)
Chaowei Fang, Ziyin Zhou, Junye Chen, Hanjing Su, Qingyao Wu, Guanbin Li
Variance-Insensitive and Target-Preserving Mask Refinement for Interactive Image Segmentation. AAAI (2024)
Jiaming Li, Xiangru Lin, Wei Zhang, Xiao Tan, Yingying Li, Junyu Han, Errui Ding, Jingdong Wang, Guanbin Li
Gradient-based Sampling for Class Imbalanced Semi-supervised Object Detection. CoRR (2024)
Zhihong Chen, Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan, Tsung-Hui Chang
Mapping medical image-text to a joint space via masked modeling. Medical Image Anal. 91 (2024)
Yuncheng Jiang, Zixun Zhang, Yiwen Hu, Guanbin Li, Xiang Wan, Song Wu, Shuguang Cui, Silin Huang, Zhen Li
ECC-PolypDet: Enhanced CenterNet With Contrastive Learning for Automatic Polyp Detection. IEEE J. Biomed. Health Informatics 28 (8) (2024)
Tao Chen, Ze Lin, Hui Li, Jiayi Ji, Yiyi Zhou, Guanbin Li, Rongrong Ji
MMAPS: End-to-End Multi-Grained Multi-Modal Attribute-Aware Product Summarization. LREC/COLING (2024)
Wei Lou, Guanbin Li, Xiang Wan, Haofeng Li
Cell Graph Transformer for Nuclei Classification. AAAI (2024)
Jingyu Zhuang, Kuo Wang, Liang Lin, Guanbin Li
Credible Teacher for Semi-Supervised Object Detection in Open Scene. CoRR (2024)
Guanbin Li, Ricong Huang, Haofeng Li, Zunzhi You, Weikai Chen
SENSE: Self-Evolving Learning for Self-Supervised Monocular Depth Estimation. IEEE Trans. Image Process. 33 (2024)
Zizheng Yan, Yushuang Wu, Yipeng Qin, Xiaoguang Han, Shuguang Cui, Guanbin Li
Universal Semi-supervised Model Adaptation via Collaborative Consistency Training. WACV (2024)
Xinyu Xiong, Churan Wang, Wenxue Li, Guanbin Li
Semi- and Weakly-Supervised Learning for Mammogram Mass Segmentation with Limited Annotations. CoRR (2024)
Yicheng Leng, Chaowei Fang, Gen Li, Yixiang Fang, Guanbin Li
Removing Interference and Recovering Content Imaginatively for Visible Watermark Removal. AAAI (2024)
Duojun Huang, Xinyu Xiong, Jie Ma, Jichang Li, Zequn Jie, Lin Ma, Guanbin Li
AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning. CoRR (2024)
Yushuang Wu, Zizheng Yan, Ce Chen, Lai Wei, Xiao Li, Guanbin Li, Yihao Li, Shuguang Cui, Xiaoguang Han
SCoDA: Domain Adaptive Shape Completion for Real Scans. CVPR (2023)
Yushen Wei, Yang Liu, Hong Yan, Guanbin Li, Liang Lin
Visual Causal Scene Refinement for Video Question Answering. ACM Multimedia (2023)
Ruifei Zhang, Sishuo Liu, Yizhou Yu, Guanbin Li
Self-Supervised Correction Learning for Semi-Supervised Biomedical Image Segmentation. CoRR (2023)
Weizhi Zhong, Chaowei Fang, Yinqi Cai, Pengxu Wei, Gangming Zhao, Liang Lin, Guanbin Li
Identity-Preserving Talking Face Generation with Landmark and Appearance Priors. CoRR (2023)
Kuo Wang, Lingbo Liu, Yang Liu, Guanbin Li, Fan Zhou, Liang Lin
Urban Regional Function Guided Traffic Flow Prediction. CoRR (2023)
Yiming Gao, Zhanghui Kuang, Guanbin Li, Ping Luo, Yimin Chen, Liang Lin, Wayne Zhang
Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Zunnan Xu, Zhihong Chen, Yong Zhang, Yibing Song, Xiang Wan, Guanbin Li
Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation. ICCV (2023)
Yuying Zhu, Yang Zhang, Lingbo Liu, Yang Liu, Guanbin Li, Mingzhi Mao, Liang Lin
Hybrid-Order Representation Learning for Electricity Theft Detection. IEEE Trans. Ind. Informatics 19 (2) (2023)
Weizhi Zhong, Chaowei Fang, Yinqi Cai, Pengxu Wei, Gangming Zhao, Liang Lin, Guanbin Li
Identity-Preserving Talking Face Generation with Landmark and Appearance Priors. CVPR (2023)
Jie Ma, Chuan Wang, Yang Liu, Liang Lin, Guanbin Li
Enhanced Soft Label for Semi-Supervised Semantic Segmentation. ICCV (2023)
Zhihong Chen, Shizhe Diao, Benyou Wang, Guanbin Li, Xiang Wan
Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts. ICCV (2023)
Pengxu Wei, Ziwei Xie, Guanbin Li, Liang Lin
Taylor Neural Network for Real-World Image Super-Resolution. IEEE Trans. Image Process. 32 (2023)
Yushen Wei, Yang Liu, Hong Yan, Guanbin Li, Liang Lin
Visual Causal Scene Refinement for Video Question Answering. CoRR (2023)
Duojun Huang, Jichang Li, Weikai Chen, Junshi Huang, Zhenhua Chai, Guanbin Li
Divide and Adapt: Active Domain Adaptation via Customized Learning. CoRR (2023)
Junfan Lin, Yuying Zhu, Lingbo Liu, Yang Liu, Guanbin Li, Liang Lin
DenseLight: Efficient Control for Large-scale Traffic Signals with Dense Feedback. CoRR (2023)
Xinyu Xiong, Churan Wang, Wenxue Li, Guanbin Li
Mammo-SAM: Adapting Foundation Segment Anything Model for Automatic Breast Mass Segmentation in Whole Mammograms. MLMI@MICCAI (1) (2023)
Haifan Gong, Jiaxin Chen, Guanqi Chen, Haofeng Li, Guanbin Li, Fei Chen
Thyroid region prior guided attention for ultrasound segmentation of thyroid nodules. Comput. Biol. Medicine 155 (2023)
Chaowei Fang, Ziyin Zhou, Junye Chen, Hanjing Su, Qingyao Wu, Guanbin Li
Variance-insensitive and Target-preserving Mask Refinement for Interactive Image Segmentation. CoRR (2023)
Ruifei Zhang, Peiwen Lai, Xiang Wan, De-Jun Fan, Feng Gao, Xiao-Jian Wu, Guanbin Li
Lesion-aware Dynamic Kernel for Polyp Segmentation. CoRR (2023)
Ganlong Zhao, Guanbin Li, Yipeng Qin, Jinjin Zhang, Zhenhua Chai, Xiaolin Wei, Liang Lin, Yizhou Yu
Exploration and Exploitation of Unlabeled Data for Open-Set Semi-Supervised Learning. CoRR (2023)
Wei Lou, Xiang Wan, Guanbin Li, Xiaoying Lou, Chenghang Li, Feng Gao, Haofeng Li
Structure Embedded Nucleus Classification for Histopathology Images. CoRR (2023)
Jingyu Zhuang, Chen Wang, Lingjie Liu, Liang Lin, Guanbin Li
DreamEditor: Text-Driven 3D Scene Editing with Neural Fields. CoRR (2023)
Kuo Wang, Lingbo Liu, Yang Liu, Guanbin Li, Fan Zhou, Liang Lin
Urban regional function guided traffic flow prediction. Inf. Sci. 634 (2023)
Yushuang Wu, Zizheng Yan, Shengcai Cai, Guanbin Li, Xiaoguang Han, Shuguang Cui
PointMatch: A consistency training framework for weakly supervised semantic segmentation of 3D point clouds. Comput. Graph. 116 (2023)
Ganlong Zhao, Guanbin Li, Yipeng Qin, Yizhou Yu
Improved Distribution Matching for Dataset Condensation. CoRR (2023)
Junjia Huang, Haofeng Li, Weijun Sun, Xiang Wan, Guanbin Li
Prompt-Based Grouping Transformer for Nucleus Detection and Classification. MICCAI (8) (2023)
Tianrui Hui, Si Liu, Zihan Ding, Shaofei Huang, Guanbin Li, Wenguan Wang, Luoqi Liu, Jizhong Han
Language-Aware Spatial-Temporal Collaboration for Referring Video Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Jiaming Li, Xiangru Lin, Wei Zhang, Xiao Tan, Yingying Li, Junyu Han, Errui Ding, Jingdong Wang, Guanbin Li
Gradient-based Sampling for Class Imbalanced Semi-supervised Object Detection. ICCV (2023)
Xinyu Xiong, Siying Li, Guanbin Li
Unpaired Image-to-Image Translation Based Domain Adaptation for Polyp Segmentation. ISBI (2023)
Runze He, Shaofei Huang, Xuecheng Nie, Tianrui Hui, Luoqi Liu, Jiao Dai, Jizhong Han, Guanbin Li, Si Liu
Customize your NeRF: Adaptive Source Driven 3D Scene Editing via Local-Global Iterative Training. CoRR (2023)
Yuxiang Nie, Chaowei Fang, Lechao Cheng, Liang Lin, Guanbin Li
Adapting Object Size Variance and Class Imbalance for Semi-supervised Object Detection. AAAI (2023)
Tao Chen, Ze Lin, Hui Li, Jiayi Ji, Yiyi Zhou, Guanbin Li, Rongrong Ji
M3PS: End-to-End Multi-Grained Multi-Modal Attribute-Aware Product Summarization in E-commerce. CoRR (2023)
Junfan Lin, Jianlong Chang, Lingbo Liu, Guanbin Li, Liang Lin, Qi Tian, Chang Wen Chen
Being Comes from Not-Being: Open-Vocabulary Text-to-Motion Generation with Wordless Training. CVPR (2023)
Yong Liu, Sule Bai, Guanbin Li, Yitong Wang, Yansong Tang
Open-Vocabulary Segmentation with Semantic-Assisted Calibration. CoRR (2023)
Zhihong Chen, Shizhe Diao, Benyou Wang, Guanbin Li, Xiang Wan
Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts. CoRR (2023)
Guanqi Chen, Guanbin Li
Semantic-aware Temporal Channel-wise Attention for Cardiac Function Assessment. CoRR (2023)
Zizheng Yan, Yushuang Wu, Yipeng Qin, Xiaoguang Han, Shuguang Cui, Guanbin Li
Universal Semi-supervised Model Adaptation via Collaborative Consistency Training. CoRR (2023)
Junjia Huang, Haofeng Li, Weijun Sun, Xiang Wan, Guanbin Li
Prompt-based Grouping Transformer for Nucleus Detection and Classification. CoRR (2023)
Yuhao Du, Yuncheng Jiang, Shuangyi Tan, Xusheng Wu, Qi Dou, Zhen Li, Guanbin Li, Xiang Wan
ArSDM: Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion Models. CoRR (2023)
Ganlong Zhao, Guanbin Li, Yipeng Qin, Yizhou Yu
Improved Distribution Matching for Dataset Condensation. CVPR (2023)
Hong Yan, Yang Liu, Yushen Wei, Zhen Li, Guanbin Li, Liang Lin
SkeletonMAE: Graph-based Masked Autoencoder for Skeleton Sequence Pre-training. ICCV (2023)
Dongjian Huo, Zehong Zhang, Hanjing Su, Guanbin Li, Chaowei Fang, Qingyao Wu
WMFormer++: Nested Transformer for Visible Watermark Removal via Implict Joint Learning. CoRR (2023)
Yicheng Leng, Chaowei Fang, Gen Li, Yixiang Fang, Guanbin Li
Removing Interference and Recovering Content Imaginatively for Visible Watermark Removal. CoRR (2023)
Wei Lou, Xinyi Yu, Chenyu Liu, Xiang Wan, Guanbin Li, Siqi Liu, Haofeng Li
Multi-stream Cell Segmentation with Low-level Cues for Multi-modality Images. CoRR (2023)
Ziyi Zhang, Weikai Chen, Chaowei Fang, Zhen Li, Lechao Chen, Liang Lin, Guanbin Li
RankMatch: Fostering Confidence and Consistency in Learning with Noisy Labels. ICCV (2023)
Weixing Chen, Yang Liu, Ce Wang, Guanbin Li, Jiarui Zhu, Liang Lin
Visual-Linguistic Causal Intervention for Radiology Report Generation. CoRR (2023)
Yuhao Du, Yuncheng Jiang, Shuangyi Tan, Xusheng Wu, Qi Dou, Zhen Li, Guanbin Li, Xiang Wan
ArSDM: Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion Models. MICCAI (2) (2023)
Yang Liu, Guanbin Li, Liang Lin
Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Junjia Huang, Haofeng Li, Xiang Wan, Guanbin Li
Affine-Consistent Transformer for Multi-Class Cell Nuclei Detection. CoRR (2023)
Ruifei Zhang, Guanbin Li, Zhen Li, Shuguang Cui, Dahong Qian, Yizhou Yu
Adaptive Context Selection for Polyp Segmentation. CoRR (2023)
Junfan Lin, Yuying Zhu, Lingbo Liu, Yang Liu, Guanbin Li, Liang Lin
DenseLight: Efficient Control for Large-scale Traffic Signals with Dense Feedback. IJCAI (2023)
Yuncheng Jiang, Zixun Zhang, Ruimao Zhang, Guanbin Li, Shuguang Cui, Zhen Li
YONA: You Only Need One Adjacent Reference-Frame for Accurate and Fast Video Polyp Detection. MICCAI (5) (2023)
Yang Liu, Weixing Chen, Guanbin Li, Liang Lin
CausalVLR: A Toolbox and Benchmark for Visual-Linguistic Causal Reasoning. CoRR (2023)
Ricong Huang, Peiwen Lai, Yipeng Qin, Guanbin Li
Parametric Implicit Face Representation for Audio-Driven Facial Reenactment. CVPR (2023)
Pengxu Wei, Yujing Sun, Xingbei Guo, Chang Liu, Guanbin Li, Jie Chen, Xiangyang Ji, Liang Lin
Towards Real-World Burst Image Super-Resolution: Benchmark and Method. ICCV (2023)
Yang Zhang, Lingbo Liu, Xinyu Xiong, Guanbin Li, Guoli Wang, Liang Lin
Long-term Wind Power Forecasting with Hierarchical Spatial-Temporal Transformer. IJCAI (2023)
Yushuang Wu, Zizheng Yan, Ce Chen, Lai Wei, Xiao Li, Guanbin Li, Yihao Li, Shuguang Cui, Xiaoguang Han
SCoDA: Domain Adaptive Shape Completion for Real Scans. CoRR (2023)
Yuncheng Jiang, Zixun Zhang, Ruimao Zhang, Guanbin Li, Shuguang Cui, Zhen Li
YONA: You Only Need One Adjacent Reference-frame for Accurate and Fast Video Polyp Detection. CoRR (2023)
Lingbo Liu, Zewei Yang, Guanbin Li, Kuo Wang, Tianshui Chen, Liang Lin
Aerial Images Meet Crowdsourced Trajectories: A New Approach to Robust Road Extraction. IEEE Trans. Neural Networks Learn. Syst. 34 (7) (2023)
Zhihong Chen, Ruifei Zhang, Yibing Song, Xiang Wan, Guanbin Li
Advancing Visual Grounding with Scene Knowledge: Benchmark and Method. CVPR (2023)
Yang Liu, Guanbin Li, Liang Lin
Causality-aware Visual Scene Discovery for Cross-Modal Question Reasoning. CoRR (2023)
Xinyi Yu, Guanbin Li, Wei Lou, Siqi Liu, Xiang Wan, Yan Chen, Haofeng Li
Diffusion-Based Data Augmentation for Nuclei Image Segmentation. MICCAI (8) (2023)

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Publication Activity (10 Years)

Top Topics

Top Venues

Guanbin Li