Li, Guanbin

106 publications

ICCV 2025 AdaDrive: Self-Adaptive Slow-Fast System for Language-Grounded Autonomous Driving Ruifei Zhang, Junlin Xie, Wei Zhang, Weikai Chen, Xiao Tan, Xiang Wan, Guanbin Li

ICCV 2025 Beyond the Destination: A Novel Benchmark for Exploration-Aware Embodied Question Answering Kaixuan Jiang, Yang Liu, Weixing Chen, Jingzhou Luo, Ziliang Chen, Ling Pan, Guanbin Li, Liang Lin

AAAI 2025 Bridging Knowledge Gap Between Image Inpainting and Large-Area Visible Watermark Removal Yicheng Leng, Chaowei Fang, Junye Chen, Yixiang Fang, Sheng Li, Guanbin Li

CVPR 2025 DAGSM: Disentangled Avatar Generation with GS-Enhanced Mesh Jingyu Zhuang, Di Kang, Linchao Bao, Liang Lin, Guanbin Li

CVPR 2025 DSPNet: Dual-Vision Scene Perception for Robust 3D Question Answering Jingzhou Luo, Yang Liu, Weixing Chen, Zhen Li, Yaowei Wang, Guanbin Li, Liang Lin

ICCV 2025 DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis Yinqi Cai, Jichang Li, Zhaolun Li, Weikai Chen, Rushi Lan, Xi Xie, Xiaonan Luo, Guanbin Li

ICCV 2025 DreamFuse: Adaptive Image Fusion with Diffusion Transformer Junjia Huang, Pengxiang Yan, Jiyang Liu, Jie Wu, Zhao Wang, Yitong Wang, Liang Lin, Guanbin Li

ICCV 2025 DreamLayer: Simultaneous Multi-Layer Generation via Diffusion Model Junjia Huang, Pengxiang Yan, Jinhang Cai, Jiyang Liu, Zhao Wang, Yitong Wang, Xinglong Wu, Guanbin Li

CVPR 2025 Empowering Large Language Models with 3D Situation Awareness Zhihao Yuan, Yibo Peng, Jinke Ren, Yinghong Liao, Yatong Han, Chun-Mei Feng, Hengshuang Zhao, Guanbin Li, Shuguang Cui, Zhen Li

ICCV 2025 FakeRadar: Probing Forgery Outliers to Detect Unknown Deepfake Videos Zhaolun Li, Jichang Li, Yinqi Cai, Junye Chen, Xiaonan Luo, Guanbin Li, Rushi Lan

ICCV 2025 Free-MoRef: Instantly Multiplexing Context Perception Capabilities of Video-MLLMs Within Single Inference Kuo Wang, Quanlong Zheng, Junlin Xie, Yanhao Zhang, Jinguo Luo, Haonan Lu, Liang Lin, Fan Zhou, Guanbin Li

NeurIPS 2025 GUIDED: Granular Understanding via Identification, Detection, and Discrimination for Fine-Grained Open-Vocabulary Object Detection Jiaming Li, Zhijia Liang, Weikai Chen, Lin Ma, Guanbin Li

ICCV 2025 GeoSplatting: Towards Geometry Guided Gaussian Splatting for Physically-Based Inverse Rendering Kai Ye, Chong Gao, Guanbin Li, Wenzheng Chen, Baoquan Chen

ICCV 2025 GlassWizard: Harvesting Diffusion Priors for Glass Surface Detection Wenxue Li, Tian Ye, Xinyu Xiong, Jinbin Bai, Feilong Tang, Wenxuan Song, Zhaohu Xing, Lie Ju, Guanbin Li, Lei Zhu

AAAI 2025 Hierarchically Controlled Deformable 3D Gaussians for Talking Head Synthesis Zhenhua Wu, Linxuan Jiang, Xiang Li, Chaowei Fang, Yipeng Qin, Guanbin Li

CVPR 2025 LLM-Driven Multimodal and Multi-Identity Listening Head Generation Peiwen Lai, Weizhi Zhong, Yipeng Qin, Xiaohang Ren, Baoyuan Wang, Guanbin Li

ICCV 2025 LaneDiffusion: Improving Centerline Graph Learning via Prior Injected BEV Feature Generation Zijie Wang, Weiming Zhang, Wei Zhang, Xiao Tan, Hongxing Liu, Yaowei Wang, Guanbin Li

IJCAI 2025 Pseudo-Label Reconstruction for Partial Multi-Label Learning Yu Chen, Fang Li, Na Han, Guanbin Li, Hongbo Gao, Sixian Chan, Xiaozhao Fang

ICML 2025 ReferSplat: Referring Segmentation in 3D Gaussian Splatting Shuting He, Guangquan Jie, Changshuo Wang, Yun Zhou, Shuming Hu, Guanbin Li, Henghui Ding

CVPR 2025 Rethinking Query-Based Transformer for Continual Image Segmentation Yuchen Zhu, Cheng Shi, Dingyou Wang, Jiajin Tang, Zhengxuan Wei, Yu Wu, Guanbin Li, Sibei Yang

IJCAI 2025 Screening, Rectifying, and Re-Screening: A Unified Framework for Tuning Vision-Language Models with Noisy Labels Chaowei Fang, Hangfei Ma, Zhihao Li, De Cheng, Yue Zhang, Guanbin Li

ICCV 2025 Sim-DETR: Unlock DETR for Temporal Sentence Grounding Jiajin Tang, Zhengxuan Wei, Yuchen Zhu, Cheng Shi, Guanbin Li, Liang Lin, Sibei Yang

CVPR 2025 Towards Long-Horizon Vision-Language Navigation: Platform, Benchmark and Method Xinshuai Song, Weixing Chen, Yang Liu, Weikai Chen, Guanbin Li, Liang Lin

ICCV 2025 VLDrive: Vision-Augmented Lightweight MLLMs for Efficient Language-Grounded Autonomous Driving Ruifei Zhang, Wei Zhang, Xiao Tan, Sibei Yang, Xiang Wan, Xiaonan Luo, Guanbin Li

CVPR 2025 VTON 360: High-Fidelity Virtual Try-on from Any Viewing Direction Zijian He, Yuwei Ning, Yipeng Qin, Guangrun Wang, Sibei Yang, Liang Lin, Guanbin Li

CVPR 2024 AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning Duojun Huang, Xinyu Xiong, Jie Ma, Jichang Li, Zequn Jie, Lin Ma, Guanbin Li

AAAI 2024 Cell Graph Transformer for Nuclei Classification Wei Lou, Guanbin Li, Xiang Wan, Haofeng Li

CVPR 2024 Customize Your NeRF: Adaptive Source Driven 3D Scene Editing via Local-Global Iterative Training Runze He, Shaofei Huang, Xuecheng Nie, Tianrui Hui, Luoqi Liu, Jiao Dai, Jizhong Han, Guanbin Li, Si Liu

CVPR 2024 Decoupled Pseudo-Labeling for Semi-Supervised Monocular 3D Object Detection Jiacheng Zhang, Jiaming Li, Xiangru Lin, Wei Zhang, Xiao Tan, Junyu Han, Errui Ding, Jingdong Wang, Guanbin Li

AAAI 2024 FedDiv: Collaborative Noise Filtering for Federated Learning with Noisy Labels Jichang Li, Guanbin Li, Hui Cheng, Zicheng Liao, Yizhou Yu

ECCV 2024 Interactive 3D Object Detection with Prompts Ruifei Zhang, Xiangru Lin, Wei Zhang, Jincheng Lu, Xuekuan Wang, Xiao Tan, Yingying Li, Errui Ding, Jingdong Wang, Guanbin Li

CVPR 2024 Learning Background Prompts to Discover Implicit Knowledge for Open Vocabulary Object Detection Jiaming Li, Jiacheng Zhang, Jichang Li, Ge Li, Si Liu, Liang Lin, Guanbin Li

ECCV 2024 MarvelOVD: Marrying Object Recognition and Vision-Language Models for Robust Open-Vocabulary Object Detection Kuo Wang, Lechao Cheng, Weikai Chen, Pingping Zhang, Liang Lin, Fan Zhou, Guanbin Li

CVPR 2024 NeRF-HuGS: Improved Neural Radiance Fields in Non-Static Scenes Using Heuristics-Guided Segmentation Jiahao Chen, Yipeng Qin, Lingjie Liu, Jiangbo Lu, Guanbin Li

CVPR 2024 OVER-NAV: Elevating Iterative Vision-and-Language Navigation with Open-Vocabulary Detection and StructurEd Representation Ganlong Zhao, Guanbin Li, Weikai Chen, Yizhou Yu

CVPR 2024 Open-Vocabulary Segmentation with Semantic-Assisted Calibration Yong Liu, Sule Bai, Guanbin Li, Yitong Wang, Yansong Tang

AAAI 2024 Removing Interference and Recovering Content Imaginatively for Visible Watermark Removal Yicheng Leng, Chaowei Fang, Gen Li, Yixiang Fang, Guanbin Li

AAAI 2024 UniCell: Universal Cell Nucleus Classification via Prompt Learning Junjia Huang, Haofeng Li, Xiang Wan, Guanbin Li

NeurIPS 2024 UniFL: Improve Latent Diffusion Model via Unified Feedback Learning Jiacheng Zhang, Jie Wu, Yuxi Ren, Xin Xia, Huafeng Kuang, Pan Xie, Jiashi Li, Xuefeng Xiao, Weilin Huang, Shilei Wen, Lean Fu, Guanbin Li

WACV 2024 Universal Semi-Supervised Model Adaptation via Collaborative Consistency Training Zizheng Yan, Yushuang Wu, Yipeng Qin, Xiaoguang Han, Shuguang Cui, Guanbin Li

AAAI 2024 Variance-Insensitive and Target-Preserving Mask Refinement for Interactive Image Segmentation Chaowei Fang, Ziyin Zhou, Junye Chen, Hanjing Su, Qingyao Wu, Guanbin Li

ICLR 2024 VersVideo: Leveraging Enhanced Temporal Diffusion Models for Versatile Video Generation Jinxi Xiang, Ricong Huang, Jun Zhang, Guanbin Li, Xiao Han, Yang Wei

NeurIPS 2024 WhodunitBench: Evaluating Large Multimodal Agents via Murder Mystery Games Junlin Xie, Ruifei Zhang, Zhihong Chen, Xiang Wan, Guanbin Li

ECCV 2024 WildVidFit: Video Virtual Try-on in the Wild via Image-Based Controlled Diffusion Models Zijian He, Peixin Chen, Guangrun Wang, Guanbin Li, Philip Torr, Liang Lin

AAAI 2023 Adapting Object Size Variance and Class Imbalance for Semi-Supervised Object Detection Yuxiang Nie, Chaowei Fang, Lechao Cheng, Liang Lin, Guanbin Li

CVPR 2023 Advancing Visual Grounding with Scene Knowledge: Benchmark and Method Zhihong Chen, Ruifei Zhang, Yibing Song, Xiang Wan, Guanbin Li

ICCV 2023 Affine-Consistent Transformer for Multi-Class Cell Nuclei Detection Junjia Huang, Haofeng Li, Xiang Wan, Guanbin Li

CVPR 2023 Being Comes from Not-Being: Open-Vocabulary Text-to-Motion Generation with Wordless Training Junfan Lin, Jianlong Chang, Lingbo Liu, Guanbin Li, Liang Lin, Qi Tian, Chang-Wen Chen

ICCV 2023 Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation Zunnan Xu, Zhihong Chen, Yong Zhang, Yibing Song, Xiang Wan, Guanbin Li

AAAI 2023 De-Biased Teacher: Rethinking IoU Matching for Semi-Supervised Object Detection Kuo Wang, Jingyu Zhuang, Guanbin Li, Chaowei Fang, Lechao Cheng, Liang Lin, Fan Zhou

IJCAI 2023 DenseLight: Efficient Control for Large-Scale Traffic Signals with Dense Feedback Junfan Lin, Yuying Zhu, Lingbo Liu, Yang Liu, Guanbin Li, Liang Lin

CVPR 2023 Divide and Adapt: Active Domain Adaptation via Customized Learning Duojun Huang, Jichang Li, Weikai Chen, Junshi Huang, Zhenhua Chai, Guanbin Li

ICCV 2023 Enhanced Soft Label for Semi-Supervised Semantic Segmentation Jie Ma, Chuan Wang, Yang Liu, Liang Lin, Guanbin Li

ICCV 2023 Gradient-Based Sampling for Class Imbalanced Semi-Supervised Object Detection Jiaming Li, Xiangru Lin, Wei Zhang, Xiao Tan, Yingying Li, Junyu Han, Errui Ding, Jingdong Wang, Guanbin Li

CVPR 2023 Identity-Preserving Talking Face Generation with Landmark and Appearance Priors Weizhi Zhong, Chaowei Fang, Yinqi Cai, Pengxu Wei, Gangming Zhao, Liang Lin, Guanbin Li

CVPR 2023 Improved Distribution Matching for Dataset Condensation Ganlong Zhao, Guanbin Li, Yipeng Qin, Yizhou Yu

IJCAI 2023 Long-Term Wind Power Forecasting with Hierarchical Spatial-Temporal Transformer Yang Zhang, Lingbo Liu, Xinyu Xiong, Guanbin Li, Guoli Wang, Liang Lin

CVPR 2023 Parametric Implicit Face Representation for Audio-Driven Facial Reenactment Ricong Huang, Peiwen Lai, Yipeng Qin, Guanbin Li

ICCV 2023 RankMatch: Fostering Confidence and Consistency in Learning with Noisy Labels Ziyi Zhang, Weikai Chen, Chaowei Fang, Zhen Li, Lechao Chen, Liang Lin, Guanbin Li

CVPR 2023 SCoDA: Domain Adaptive Shape Completion for Real Scans Yushuang Wu, Zizheng Yan, Ce Chen, Lai Wei, Xiao Li, Guanbin Li, Yihao Li, Shuguang Cui, Xiaoguang Han

CVPR 2023 Semi-DETR: Semi-Supervised Object Detection with Detection Transformers Jiacheng Zhang, Xiangru Lin, Wei Zhang, Kuo Wang, Xiao Tan, Junyu Han, Errui Ding, Jingdong Wang, Guanbin Li

ICCV 2023 SkeletonMAE: Graph-Based Masked Autoencoder for Skeleton Sequence Pre-Training Hong Yan, Yang Liu, Yushen Wei, Zhen Li, Guanbin Li, Liang Lin

ICCV 2023 Towards Real-World Burst Image Super-Resolution: Benchmark and Method Pengxu Wei, Yujing Sun, Xingbei Guo, Chang Liu, Guanbin Li, Jie Chen, Xiangyang Ji, Liang Lin

ICCV 2023 Towards Unifying Medical Vision-and-Language Pre-Training via Soft Prompts Zhihong Chen, Shizhe Diao, Benyou Wang, Guanbin Li, Xiang Wan

AAAI 2022 A Causal Debiasing Framework for Unsupervised Salient Object Detection Xiangru Lin, Ziyi Wu, Guanqi Chen, Guanbin Li, Yizhou Yu

AAAI 2022 A Causal Inference Look at Unsupervised Video Anomaly Detection Xiangru Lin, Yuyang Chen, Guanbin Li, Yizhou Yu

CVPRW 2022 A Multi-Granularity Retrieval System for Natural Language-Based Vehicle Retrieval Jiacheng Zhang, Xiangru Lin, Minyue Jiang, Yue Yu, Chenting Gong, Wei Zhang, Xiao Tan, Yingying Li, Errui Ding, Guanbin Li

ECCV 2022 Centrality and Consistency: Two-Stage Clean Samples Identification for Learning with Instance-Dependent Noisy Labels Ganlong Zhao, Guanbin Li, Yipeng Qin, Feng Liu, Yizhou Yu

NeurIPS 2022 Divide and Contrast: Source-Free Domain Adaptation via Adaptive Contrastive Learning Ziyi Zhang, Weikai Chen, Hui Cheng, Zhen Li, Siyuan Li, Liang Lin, Guanbin Li

IJCAI 2022 Double-Check Soft Teacher for Semi-Supervised Object Detection Kuo Wang, Yuxiang Nie, Chaowei Fang, Chengzhi Han, Xuewen Wu, Xiaohui Wang, Liang Lin, Fan Zhou, Guanbin Li

CVPR 2022 Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution Xiaoqian Xu, Pengxu Wei, Weikai Chen, Yang Liu, Mingzhi Mao, Liang Lin, Guanbin Li

IJCAI 2022 Multi-Level Consistency Learning for Semi-Supervised Domain Adaptation Zizheng Yan, Yushuang Wu, Guanbin Li, Yipeng Qin, Xiaoguang Han, Shuguang Cui

ECCV 2022 Neighborhood Collective Estimation for Noisy Label Identification and Correction Jichang Li, Guanbin Li, Feng Liu, Yizhou Yu

AAAI 2022 Unsupervised Domain Adaptive Salient Object Detection Through Uncertainty-Aware Pseudo-Label Learning Pengxiang Yan, Ziyi Wu, Mengmeng Liu, Kun Zeng, Liang Lin, Guanbin Li

CVPR 2022 X-Trans2Cap: Cross-Modal Knowledge Transfer Using Transformer for 3D Dense Captioning Zhihao Yuan, Xu Yan, Yinghong Liao, Yao Guo, Guanbin Li, Shuguang Cui, Zhen Li

CVPR 2021 Bottom-up Shift and Reasoning for Referring Image Segmentation Sibei Yang, Meng Xia, Guanbin Li, Hong-Yu Zhou, Yizhou Yu

CVPR 2021 Collaborative Spatial-Temporal Modeling for Language-Queried Video Actor Segmentation Tianrui Hui, Shaofei Huang, Si Liu, Zihan Ding, Guanbin Li, Wenguan Wang, Jizhong Han, Fei Wang

CVPR 2021 Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation Jichang Li, Guanbin Li, Yemin Shi, Yizhou Yu

CVPR 2021 Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting Lingbo Liu, Jiaqi Chen, Hefeng Wu, Guanbin Li, Chenglong Li, Liang Lin

ICCV 2021 LapsCore: Language-Guided Person Search via Color Reasoning Yushuang Wu, Zizheng Yan, Xiaoguang Han, Guanbin Li, Changqing Zou, Shuguang Cui

AAAI 2021 Multi-Layer Networks for Ensemble Precipitation Forecasts Postprocessing Fengyang Xu, Guanbin Li, Yunfei Du, Zhiguang Chen, Yutong Lu

CVPRW 2021 Robust and Online Vehicle Counting at Crowded Intersections Jincheng Lu, Meng Xia, Xu Gao, Xipeng Yang, Tianran Tao, Hao Meng, Wei Zhang, Xiao Tan, Yifeng Shi, Guanbin Li, Errui Ding

CVPR 2021 Scene-Intuitive Agent for Remote Embodied Visual Grounding Xiangru Lin, Guanbin Li, Yizhou Yu

ICCV 2021 Towards Interpretable Deep Networks for Monocular Depth Estimation Zunzhi You, Yi-Hsuan Tsai, Wei-Chen Chiu, Guanbin Li

ICCV 2021 Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning Junkai Huang, Chaowei Fang, Weikai Chen, Zhenhua Chai, Xiaolin Wei, Pengxu Wei, Liang Lin, Guanbin Li

IJCAI 2021 Weakly-Supervised Spatio-Temporal Anomaly Detection in Surveillance Video Jie Wu, Wei Zhang, Guanbin Li, Wenhao Wu, Xiao Tan, Yingying Li, Errui Ding, Liang Lin

AAAI 2020 An Adversarial Perturbation Oriented Domain Adaptation Approach for Semantic Segmentation Jihan Yang, Ruijia Xu, Ruiyu Li, Xiaojuan Qi, Xiaoyong Shen, Guanbin Li, Liang Lin

ECCV 2020 Collaborative Training Between Region Proposal Localization and Classification for Domain Adaptive Object Detection Ganlong Zhao, Guanbin Li, Ruijia Xu, Liang Lin

AAAI 2020 Knowledge Graph Transfer Network for Few-Shot Recognition Riquan Chen, Tianshui Chen, Xiaolu Hui, Hefeng Wu, Guanbin Li, Liang Lin

ECCV 2020 Linguistic Structure Guided Context Modeling for Referring Image Segmentation Tianrui Hui, Si Liu, Shaofei Huang, Guanbin Li, Sansi Yu, Faxi Zhang, Jizhong Han

CVPRW 2020 Multi-Granularity Tracking with Modularlized Components for Unsupervised Vehicles Anomaly Detection Yingying Li, Jie Wu, Xue Bai, Xipeng Yang, Xiao Tan, Guanbin Li, Shilei Wen, Hongwu Zhang, Errui Ding

ECCV 2020 Peeking into Occluded Joints: A Novel Framework for Crowd Pose Estimation Lingteng Qiu, Xuanye Zhang, Yanran Li, Guanbin Li, Xiaojun Wu, Zixiang Xiong, Xiaoguang Han, Shuguang Cui

ECCV 2020 Propagating over Phrase Relations for One-Stage Visual Grounding Sibei Yang, Guanbin Li, Yizhou Yu

AAAI 2020 Tree-Structured Policy Based Progressive Reinforcement Learning for Temporally Language Grounding in Video Jie Wu, Guanbin Li, Si Liu, Liang Lin

AAAI 2019 FRAME Revisited: An Interpretation View Based on Particle Evolution Xu Cai, Yang Wu, Guanbin Li, Ziliang Chen, Liang Lin

ICML 2019 Multivariate-Information Adversarial Ensemble for Scalable Joint Distribution Matching Ziliang Chen, Zhanfu Yang, Xiaoxi Wang, Xiaodan Liang, Xiaopeng Yan, Guanbin Li, Liang Lin

AAAI 2019 Non-Local Context Encoder: Robust Biomedical Image Segmentation Against Adversarial Attacks Xiang He, Sibei Yang, Guanbin Li, Haofeng Li, Huiyou Chang, Yizhou Yu

AAAI 2019 Semantic Relationships Guided Representation Learning for Facial Action Unit Recognition Guanbin Li, Xin Zhu, Yirui Zeng, Qing Wang, Liang Lin

IJCAI 2018 Crowd Counting Using Deep Recurrent Spatial-Aware Network Lingbo Liu, Hongjun Wang, Guanbin Li, Wanli Ouyang, Liang Lin

AAAI 2018 Recurrent Attentional Reinforcement Learning for Multi-Label Image Recognition Tianshui Chen, Zhouxia Wang, Guanbin Li, Liang Lin

AAAI 2018 Weakly Supervised Salient Object Detection Using Image Labels Guanbin Li, Yuan Xie, Liang Lin

CVPR 2017 Attention-Aware Face Hallucination via Deep Reinforcement Learning Qingxing Cao, Liang Lin, Yukai Shi, Xiaodan Liang, Guanbin Li

CVPR 2017 Instance-Level Salient Object Segmentation Guanbin Li, Yuan Xie, Liang Lin, Yizhou Yu

ICCV 2017 Multi-Label Image Recognition by Recurrently Discovering Attentional Regions Zhouxia Wang, Tianshui Chen, Guanbin Li, Ruijia Xu, Liang Lin

CVPR 2016 Deep Contrast Learning for Salient Object Detection Guanbin Li, Yizhou Yu

CVPR 2015 Visual Saliency Based on Multiscale Deep Features Guanbin Li, Yizhou Yu