LEI ZHU

Toward Real-World High-Precision Image Matting and Segmentation AAAI 2026 S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything Without Supervision AAAI 2026 SynerDetect: Hierarchical Synergistic Learning for Generalizable AI-Generated Image Detection AAAI 2026 De-biased Natural Language Egocentric Task Verification via Prototypical Evidence Learning AAAI 2026 GenHaze: Pioneering Controllable One-Step Realistic Haze Generation for Real-World Dehazing ICCV 2025 Faster and Better LLMs via Latency-Aware Test-Time Scaling EMNLP 2025 Ad^2mix: Adversarial and Adaptive Mixup for Unsupervised Domain Adaptation WACV 2025 POSTA: A Go-to Framework for Customized Artistic Poster Generation CVPR 2025 Training-free Test-time Improvement for Explainable Medical Image Classification MICCAI 2025 Toward Medical Deepfake Detection: A Comprehensive Dataset and Novel Method MICCAI 2025 Time-Lapse Video-Based Embryo Grading via Complementary Spatial-Temporal Pattern Mining MICCAI 2025 SnowMaster: Comprehensive Real-world Image Desnowing via MLLM with Multi-Model Feedback Optimization CVPR 2025 RoGSplat: Learning Robust Generalizable Human Gaussian Splatting from Sparse Multi-View Images CVPR 2025 A Simple Data Augmentation for Feature Distribution Skewed Federated Learning CVPR 2025 Detect Any Mirrors: Boosting Learning Reliability on Large-Scale Unlabeled Data with an Iterative Data Engine CVPR 2025 Residual Diffusion Deblurring Model for Single Image Defocus Deblurring AAAI 2025 V2C-CBM: Building Concept Bottlenecks with Vision-to-Concept Tokenizer AAAI 2025 Towards Realistic Semi-supervised Medical Image Classification AAAI 2025 AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement AAAI 2025 PromptHaze: Prompting Real-world Dehazing via Depth Anything Model AAAI 2025 MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction AAAI 2025 Dynamic Target Distribution Estimation for Source-Free Open-Set Domain Adaptation AAAI 2025 Learning Together Securely: Prototype-Based Federated Multi-Modal Hashing for Safe and Efficient Multi-Modal Retrieval AAAI 2025 Temporal Model-Based Federated Active Medical Image Classification MICCAI 2025 Surgical-MambaLLM: Mamba2-enhanced Multimodal Large Language Model for VQLA in Robotic Surgery MICCAI 2025 Source-Free Active Domain Adaptation for Efficient Medical Video Polyp Segmentation MICCAI 2025 MedGround-R1: Advancing Medical Image Grounding via Spatial-Semantic Rewarded Group Relative Policy Optimization MICCAI 2025 HybridMamba: A Dual-domain Mamba for 3D Medical Image Segmentation MICCAI 2025 HRVVS: A High-resolution Video Vasculature Segmentation Network via Hierarchical Autoregressive Residual Priors MICCAI 2025 FSA-Net: Fractal-driven Synergistic Anatomy-aware Network for Segmenting White Line of Toldt in Laparoscopic Images MICCAI 2025 CoC: Chain-of-Cancer based on Cross-Modal Autoregressive Traction for Survival Prediction MICCAI 2025 AdvMIM: Adversarial Masked Image Modeling for Semi-Supervised Medical Image Segmentation MICCAI 2025 Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis ICLR 2025 TEASER: Token Enhanced Spatial Modeling for Expressions Reconstruction ICLR 2025 Federated Residual Low-Rank Adaptation of Large Language Models ICLR 2025 Medical World Model ICCV 2025 On the Importance of Language-driven Representation Learning for Heterogeneous Federated Learning ICLR 2025 GlassWizard: Harvesting Diffusion Priors for Glass Surface Detection ICCV 2025 Turbo2K: Towards Ultra-Efficient and High-Quality 2K Video Synthesis ICCV 2025 Toward Fair and Accurate Cross-Domain Medical Image Segmentation: A VLM-Driven Active Domain Adaptation Paradigm ICCV 2025 Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal CVPR 2024 Scaling the Codebook Size of VQ-GAN to 100,000 with a Utilization Rate of 99% NIPS 2024 Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? NIPS 2024 Revisiting the Integration of Convolution and Attention for Vision Backbone NIPS 2024 NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction NIPS 2024 RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models NIPS 2024 UltraPixel: Advancing Ultra High-Resolution Image Synthesis to New Peaks NIPS 2024 Scribble Hides Class: Promoting Scribble-Based Weakly-Supervised Semantic Segmentation with Its Class Label AAAI 2024 Effective Comparative Prototype Hashing for Unsupervised Domain Adaptation AAAI 2024 Agile Multi-Source-Free Domain Adaptation AAAI 2024 RelayAttention for Efficient Large Language Model Serving with Long System Prompts ACL 2024 Inverse Rendering of Glossy Objects via the Neural Plenoptic Function and Radiance Fields CVPR 2024 Beyond Text: Frozen Large Language Models in Visual Signal Comprehension CVPR 2024 Learning Diffusion Texture Priors for Image Restoration CVPR 2024 Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning CVPR 2024 Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation CVPR 2024 Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint ECCV 2024 Semi-Supervised Video Desnowing Network via Temporal Decoupling Experts and Distribution-Driven Contrastive Regularization ECCV 2024 Analytic-Splatting: Anti-Aliased 3D Gaussian Splatting via Analytic Integration ECCV 2024 Two-Stage Video Shadow Detection via Temporal-Spatial Adaption ECCV 2024 OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance Segmentation ECCV 2024 A New Perspective to Boost Performance Fairness For Medical Federated Learning MICCAI 2024 Advancing UWF-SLO Vessel Segmentation with Source-Free Active Domain Adaptation and a Novel Multi-Center Dataset MICCAI 2024 Cross-conditioned Diffusion Model for Medical Image to Image Translation MICCAI 2024 Diff-VPS: Video Polyp Segmentation via a Multi-task Diffusion Network with Adversarial Temporal Reasoning MICCAI 2024 LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos MICCAI 2024 Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation MICCAI 2024 SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation MICCAI 2024 Video Dehazing via a Multi-Range Temporal Alignment Network With Physical Prior CVPR 2023 SCOTCH and SODA: A Transformer Video Shadow Detection Framework CVPR 2023 Neural Preset for Color Style Transfer CVPR 2023 BiFormer: Vision Transformer With Bi-Level Routing Attention CVPR 2023 Cross-Domain Adaptative Learning for Online Advertisement Customer Lifetime Value Prediction AAAI 2023 Benchmarking Large Language Models on CMExam - A comprehensive Chinese Medical Exam Dataset NIPS 2023 Masked Image Training for Generalizable Deep Image Denoising CVPR 2023 Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks ICCV 2023 Mutual-Enhanced Incongruity Learning Network for Multi-Modal Sarcasm Detection AAAI 2023 Towards High-Quality Specular Highlight Removal by Leveraging Large-Scale Synthetic Data ICCV 2023 Snow Removal in Video: A New Dataset and A Novel Method ICCV 2023 Video Adverse-Weather-Component Suppression Network via Weather Messenger and Adversarial Backpropagation ICCV 2023 Rethinking Video Rain Streak Removal: A New Synthesis Model and a Deraining Network with Video Rain Prior ECCV 2022 Bagging Regional Classification Activation Maps for Weakly Supervised Object Localization ECCV 2022 VMAgent: A Practical Virtual Machine Scheduling Platform IJCAI 2022 Copy Motion From One to Another: Fake Motion Video Generation IJCAI 2022 Interpretable Open-Set Domain Adaptation via Angular Margin Separation ECCV 2022 RSCFed: Random Sampling Consensus Federated Semi-Supervised Learning CVPR 2022 BoostMIS: Boosting Medical Image Semi-Supervised Learning With Adaptive Pseudo Labeling and Informative Active Annotation CVPR 2022 Weakly Supervised Object Localization As Domain Adaption CVPR 2022 Distinguishing Unseen From Seen for Generalized Zero-Shot Learning CVPR 2022 Harmonizer: Learning to Perform White-Box Image and Video Harmonization ECCV 2022 Savable but Lost Lives when ICU Is Overloaded: a Model from 733 Patients in Epicenter Wuhan, China AAAI 2021 Unifying Nonlocal Blocks for Neural Networks ICCV 2021 VIL-100: A New Dataset and a Baseline Model for Video Instance Lane Detection ICCV 2021 MT-ORL: Multi-Task Occlusion Relationship Learning ICCV 2021 Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting ICCV 2021 A Multi-Task Network for Joint Specular Highlight Detection and Removal CVPR 2021 DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation IJCAI 2021 Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion IJCAI 2021 Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring AAAI 2021 Balanced Open Set Domain Adaptation via Centroid Alignment AAAI 2021 Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation CVPR 2021 Learning the Superpixel in a Non-Iterative and Lifelong Manner CVPR 2021 Involution: Inverting the Inherence of Convolution for Visual Recognition CVPR 2021 Triple-Cooperative Video Shadow Detection CVPR 2021 Multi-Feature Discrete Collaborative Filtering for Fast Cold-Start Recommendation AAAI 2020 A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection CVPR 2020 Depth-Attentional Features for Single-Image Rain Removal CVPR 2019 Leveraging the Invariant Side of Generative Zero-Shot Learning CVPR 2019 Deep Multi-Model Fusion for Single-Image Dehazing ICCV 2019 Supervised Short-Length Hashing IJCAI 2019 Explicit Interaction Model towards Text Classification AAAI 2019 From Zero-Shot Learning to Cold-Start Recommendation AAAI 2019 R³Net: Recurrent Residual Refinement Network for Saliency Detection IJCAI 2018 Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection ECCV 2018 A^3NCF: An Adaptive Aspect Attention Model for Rating Prediction IJCAI 2018 Direction-Aware Spatial Context Features for Shadow Detection CVPR 2018 Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection IJCAI 2018 Joint Bi-Layer Optimization for Single-Image Rain Streak Removal ICCV 2017 A Non-Local Low-Rank Framework for Ultrasound Speckle Reduction CVPR 2017 Saliency Pattern Detection by Ranking Structured Trees ICCV 2017 Leveraging Weak Semantic Relevance for Complex Video Event Classification ICCV 2017 Exploiting Music Play Sequence for Music Recommendation IJCAI 2017 Dynamic Multi-View Hashing for Online Image Retrieval IJCAI 2017 Learning Compact Visual Representation with Canonical Views for Robust Mobile Landmark Search IJCAI 2016