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Xiaomeng Li

48 papers · 2021–2026 · 9 conferences · across top CS/AI conferences

Achievements

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+14 more ↓ 🌍 Conference Polyglot (8) 🐝 Cross-Pollinator (11) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (5)
πŸƒ Academic Marathon (5) 🌈 Renaissance Researcher (8) πŸ—ΊοΈ Taxonomy Completionist (56) πŸ† Grand Slam πŸ‘₯ Mega-Team (53) πŸ‘‘ Triple Crown πŸ”¬ Deep Specialist (11) 🀝 Dynamic Duo (11) πŸ’Ž Century Club (44) ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (131) πŸ”₯ Unstoppable (5) πŸš€ Conference Pioneer ❓ The Questioner

Conferences

MICCAI (16) AAAI (8) CVPR (6) ICCV (5) NIPS (5) ECCV (3) ICLR (2) ICML (2) ACL (1)

Papers

Into the Gray Zone: Domain Contexts Can Blur LLM Safety Boundaries ACL 2026 OFL-SAM2: Prompt SAM2 with Online Few-shot Learner for Efficient Medical Image Segmentation AAAI 2026 CaPro: Curvilinear-aware Prompt Learning with Single Unlabeled Image for Cost-effective Curvilinear Structure Segmentation AAAI 2026 Scaling and Transferability of Annealing Strategies in Large Language Model Training AAAI 2026 Token Activation Map to Visually Explain Multimodal LLMs ICCV 2025 Leveraging Anatomical Consistency for Multi-Object Detection in Ultrasound Images via Source-free Unsupervised Domain Adaptation AAAI 2025 Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks ICLR 2025 MOC: Meta-Optimized Classifier for Few-Shot Whole Slide Image Classification MICCAI 2025 Concept-Based Unsupervised Domain Adaptation ICML 2025 CardiacCLIP: Video-based CLIP Adaptation for LVEF Prediction in a Few-shot Manner MICCAI 2025 MuTri: Multi-view Tri-alignment for OCT to OCTA 3D Image Translation CVPR 2025 MedGround-R1: Advancing Medical Image Grounding via Spatial-Semantic Rewarded Group Relative Policy Optimization MICCAI 2025 Adaptive Frame Selection for Gestational Age Estimation from Blind Sweep Fetal Ultrasound Videos MICCAI 2025 VAMPIRE: Uncovering Vessel Directional and Morphological Information from OCTA Images for Cardiovascular Disease Risk Factor Prediction MICCAI 2025 Geometric-Guided Few-Shot Dental Landmark Detection with Human-Centric Foundation Model MICCAI 2025 Multi-Agent Collaboration for Integrating Echocardiography Expertise in Multi-Modal Large Language Models MICCAI 2025 EchoViewCLIP: Advancing Video Quality Control through High-performance View Recognition of Echocardiography MICCAI 2025 Cross-view Generalized Diffusion Model for Sparse-view CT Reconstruction MICCAI 2025 Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction ICCV 2025 Few-Shot Lymph Node Metastasis Classification Meets High Performance on Whole Slide Images via the Informative Non-Parametric Classifier MICCAI 2024 Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? NIPS 2024 Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding NIPS 2024 Holistic Autonomous Driving Understanding by Bird's-Eye-View Injected Multi-Modal Large Models CVPR 2024 AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation CVPR 2024 M3-UDA: A New Benchmark for Unsupervised Domain Adaptive Fetal Cardiac Structure Detection CVPR 2024 C^2RV: Cross-Regional and Cross-View Learning for Sparse-View CBCT Reconstruction CVPR 2024 CardiacNet: Learning to Reconstruct Abnormalities for Cardiac Disease Assessment from Echocardiogram Videos ECCV 2024 Teach CLIP to Develop a Number Sense for Ordinal Regression ECCV 2024 Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations ICLR 2024 Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound Images ICML 2024 An Organism Starts with a Single Pix-Cell: A Neural Cellular Diffusion for High-Resolution Image Synthesis MICCAI 2024 FD-SOS: Vision-Language Open-Set Detectors for Bone Fenestration and Dehiscence Detection from Intraoral Images MICCAI 2024 HiA: Towards Chinese Multimodal LLMs for Comparative High-Resolution Joint Diagnosis MICCAI 2024 Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT Reconstruction MICCAI 2024 Spatial-Division Augmented Occupancy Field for Bone Shape Reconstruction from Biplanar X-Rays MICCAI 2024 Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images MICCAI 2024 Semi-Supervised Contrastive Learning for Deep Regression with Ordinal Rankings from Spectral Seriation NIPS 2023 CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No ICCV 2023 GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation ICCV 2023 Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks AAAI 2023 Towards Distribution-Agnostic Generalized Category Discovery NIPS 2023 Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation NIPS 2023 Uncertainty Estimation via Response Scaling for Pseudo-Mask Noise Mitigation in Weakly-Supervised Semantic Segmentation AAAI 2022 Enhancing Pseudo Label Quality for Semi-supervised Domain-Generalized Medical Image Segmentation AAAI 2022 Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation AAAI 2022 Learning Shadow Correspondence for Video Shadow Detection ECCV 2022 RSCFed: Random Sampling Consensus Federated Semi-Supervised Learning CVPR 2022 Support-Set Based Cross-Supervision for Video Grounding ICCV 2021