LEI ZHU

124 papers · 2016–2026 · 11 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (10) 🐝 Cross-Pollinator (14) 🏃 Academic Marathon (9) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (11) 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🏠 Conference Loyalist (30) 🤝 Dynamic Duo (17) 👥 Mega-Team (53) 🔬 Deep Specialist (18) 🏆 Keyword Champion (2) 🔥 Unstoppable (10) 🗃️ Keyword Collector (426) ⚡ Prolific Year (6) ❓ The Questioner 💎 Century Club (120) 📈 Trend Setter 🚀 Conference Pioneer

Conferences

CVPR (30) AAAI (23) MICCAI (19) ICCV (17) IJCAI (11) ECCV (10) NIPS (7) ICLR (4) ACL (1) EMNLP (1) WACV (1)

Top co-authors

Zhaohu Xing (19) Tian Ye (15) Jingjing Li (13) Jing Qin (13) Yijun Yang (12) Sixiang Chen (12) Hongqiu Wang (10) Yanye Lu (10) Haoyu Chen (10) Pheng-Ann Heng (9)

Research topics

Applications (1)

Keywords

image restoration (13) domain adaptation (12) diffusion model (8) convolutional neural network (7) semi-supervised learning (7) neural network (7) self-supervised learning (6) unsupervised learning (6) semantic segmentation (5) domain generalization (4) contrastive learning (4) object detection (4) image dehazing (4) image segmentation (4) attention mechanism (4) knowledge distillation (3) transfer learning (3) video understanding (3) image generation (3) federated learning (3)

Papers

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