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Lei Fan

24 papers · 2019–2026 · 8 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+6 more ↓ πŸ—ΊοΈ Taxonomy Completionist (56) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🀝 Dynamic Duo (10)
🀝 Dynamic Duo (10) πŸ—ƒοΈ Keyword Collector (116) πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Prolific 🌈 Renaissance Researcher (6) πŸ’Ž Century Club Β· Bronze

Venues

CVPR (10) ICCV (4) MICCAI (3) AAAI (2) WACV (2) EMNLP (1) IJCAI (1) Interspeech (1)

Top co-authors

Donglin Di (10) Yang Song (10) Ying Wu (7) Tonghua Su (5) Maurice Pagnucco (5) Yue Gao (3) Wei Chen (3) xiaoying xing (3) Mingcheng Qu (3) Hao Li (3)

Research topics

Machine Learning (11) Computer Vision (10) Artificial Intelligence (9) Deep Learning (9) Core AI Β· Artificial Intelligence (9) Analysis (7) Learning Types (6) Core Methods (4) Architectures (3) Generation (3) Models (3) Techniques (3) Reinforcement Learning (2) Application Areas (2) Core AI Β· Computer Vision (2)

Keywords

active learning (3) prototype learning (3) feature learning (2) embodied ai (2) multimodal learning (2) foundation model (2) uncertainty quantification (2) visual recognition (2) vision-language-action model (2) anomaly detection (2) few-shot learning (1) sparse coding (1) hierarchical learning (1) hypergraph learning (1) feature extraction (1) contrastive learning (1) pose estimation (1) sequential decision making (1) semi-supervised learning (1) visual question answering (1)

Papers

Chain of World: World Model Thinking in Latent Motion CVPR 2026 Dictionary-Aligned Concept Control for Safeguarding Multimodal LLMs CVPR 2026 Flexible Concept Bottleneck Model AAAI 2026 Localizing, Structuring, and Rendering: Bridging 3D and 2D Vision-Language-Action Models for Robotic Manipulation CVPR 2026 SOLAR: Switchable Output Layer for Accuracy and Robustness in Once-for-All Training WACV 2026 DH-FaceVid-1K: A Large-Scale High-Quality Dataset for Face Video Generation ICCV 2025 GPVK-VL: Geometry-Preserving Virtual Keyframes for Visual Localization under Large Viewpoint Changes CVPR 2025 GRPose: Learning Graph Relations for Human Image Generation with Pose Priors AAAI 2025 Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing Modalities MICCAI 2025 Interpretable Image Classification via Non-parametric Part Prototype Learning CVPR 2025 MANTA: A Large-Scale Multi-View and Visual-Text Anomaly Detection Dataset for Tiny Objects CVPR 2025 Memory-Augmented Incomplete Multimodal Survival Prediction via Cross-Slide and Gene-Attentive Hypergraph Learning MICCAI 2025 Multimodal Cancer Survival Analysis via Hypergraph Learning with Cross-Modality Rebalance IJCAI 2025 Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation CVPR 2025 Salvaging the Overlooked: Leveraging Class-Aware Contrastive Learning for Multi-Class Anomaly Detection ICCV 2025 Spatially Gene Expression Prediction using Dual-Scale Contrastive Learning MICCAI 2025 Active Open-Vocabulary Recognition: Let Intelligent Moving Mitigate CLIP Limitations CVPR 2024 Evidential Active Recognition: Intelligent and Prudent Open-World Embodied Perception CVPR 2024 Learning to Ask Denotative and Connotative Questions for Knowledge-based VQA EMNLP 2024 Avoiding Lingering in Learning Active Recognition by Adversarial Disturbance WACV 2023 Flexible Visual Recognition by Evidential Modeling of Confusion and Ignorance ICCV 2023 GrainSpace: A Large-Scale Dataset for Fine-Grained and Domain-Adaptive Recognition of Cereal Grains CVPR 2022 FLAR: A Unified Prototype Framework for Few-Sample Lifelong Active Recognition ICCV 2021 Deep Hashing for Speaker Identification and Retrieval Interspeech 2019