Cheng Ouyang
11 papers · 2018–2025 · 8 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π Academic Marathon (7) π Cross-Pollinator (12) π Renaissance Researcher (5) π Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(8)
π
Conference Pioneer
π
Century Club
(11)
β‘
Prolific Year
(6)
Conferences
MICCAI (3)
NIPS (2)
ECCV (1)
EMNLP (1)
ICCV (1)
ICML (1)
IJCAI (1)
MIDL (1)
Top co-authors
Keywords
medical image segmentation
(2)
image segmentation
(2)
medical imaging
(2)
representation learning
(2)
domain adaptation
(1)
uncertainty quantification
(1)
multimodal learning
(1)
image reconstruction
(1)
magnetic resonance imaging
(1)
human feedback
(1)
probabilistic model
(1)
diffusion model
(1)
inverse problem
(1)
convolutional network
(1)
stochastic differential equation
(1)
vision-language pre-training
(1)
dense prediction
(1)
zero-shot classification
(1)
measure-preserving dynamics
(1)
radiology report
(1)
Papers
Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs
EMNLP 2025
SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation
ICCV 2025
MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning
MICCAI 2025
FedFDD: Federated Learning with Frequency Domain Decomposition for Low-Dose CT Denoising
MIDL 2024
Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics
NIPS 2024
Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement
ICML 2024
Universal Topology Refinement for Medical Image Segmentation with Polynomial Feature Synthesis
MICCAI 2024
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training
NIPS 2024
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts
MICCAI 2024
Self-supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation
ECCV 2020
Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss
IJCAI 2018