Yixuan Yuan

44 papers at tracked venues · 19 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0002-0853-6948 ↗Homepage ↗

Venues

MICCAI ×19 ICCV ×5 NeurIPS ×4 ECCV ×3 AAAI ×2 ACL ×2 ACM MM ×2 CVPR ×2 ICLR ×2 ICRA ×2 IROS ×1

Frequent coauthors

Chenxin Li

×16

Wuyang Li

×15

Xinyu Liu

×14

Yifan Liu

×13

Hengyu Liu

×12

Cheng Wang

×7

Weihao Yu

×6

Zhihao Peng

×5

Zhen Chen

×5

Wenting Chen

×4

Xiang Li

×4

Yu Jiang

×4

Papers

$\mathbf{X}{\mathbf{2}}$-Gaussian: 4D Radiative Gaussian Splatting for Continuous-Time Tomographic Reconstruction
ICCV 2025 ·
Weihao Yu
,
Yuanhao Cai
,
Ruyi Zha
,
Zhiwen Fan
,
Chenxin Li
, Yixuan Yuan
A Survey of LLM-based Agents in Medicine: How far are we from Baymax?
ACL 2025 ·
Wenxuan Wang
,
Zizhan Ma
,
Zheng Wang
,
Chenghan Wu
,
Jiaming Ji
,
Wenting Chen
,
Xiang Li
, Yixuan Yuan
DeMo: Deep Motion Field Consensus with Learnable Kernels for Two-view Correspondence Learning
AAAI 2025 ·
Yifan Lu
,
Jiajun Le
,
Zizhuo Li
, Yixuan Yuan,
Jiayi Ma
EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis
NeurIPS 2025 ·
Shengyuan Liu
,
Boyun Zheng
,
Wenting Chen
,
Zhihao Peng
,
Zhenfei Yin
,
Jing Shao
,
Jiancong Hu
, Yixuan Yuan
EndoGen: Conditional Autoregressive Endoscopic Video Generation
MICCAI 2025 ·
Xinyu Liu
,
Hengyu Liu
,
Cheng Wang
,
Tianming Liu
, Yixuan Yuan
FedGPS: Statistical Rectification Against Data Heterogeneity in Federated Learning
NeurIPS 2025 ·
Zhiqin Yang
,
Yonggang Zhang
,
Chenxin Li
,
Yiu-ming Cheung
,
Bo Han
, Yixuan Yuan
GaussianReg: Rapid 2D/3D Registration for Emergency Surgery Via Explicit 3D Modeling with Gaussian Primitives
ICCV 2025 ·
Weihao Yu
,
Xiaoqing Guo
,
Xinyu Liu
,
Yifan Liu
,
Hao Zheng
,
Yawen Huang
, Yixuan Yuan
Hide-in-Motion: Embedding Steganographic Copyright Information into 4D Gaussian Splatting Assets
ICRA 2025 ·
Hengyu Liu
,
Chenxin Li
,
Wentao Pan
,
Zhiqin Yang
,
Yifeng Yang
,
Yifan Liu
,
Wuyang Li
, Yixuan Yuan
HumanCrafter: Synergizing Generalizable Human Reconstruction and Semantic 3D Segmentation
NeurIPS 2025 ·
Panwang Pan
,
Tingting Shen
,
Chenxin Li
,
Yunlong Lin
,
Kairun Wen
,
Jingjing Zhao
, Yixuan Yuan
InfoBridge: Balanced Multimodal Integration through Conditional Dependency Modeling
ICCV 2025 ·
Chenxin Li
,
Yifan Liu
,
Panwang Pan
,
Hengyu Liu
,
Xinyu Liu
,
Wuyang Li
,
Cheng Wang
,
Weihao Yu
,
Yiyang Lin
, Yixuan Yuan
InstantSplamp: Fast and Generalizable Stenography Framework for Generative Gaussian Splatting
ICLR 2025 ·
Chenxin Li
,
Hengyu Liu
,
Zhiwen Fan
,
Wuyang Li
,
Yifan Liu
,
Panwang Pan
, Yixuan Yuan
Masked Contrastive Language-Image Modeling For Brain Segmentation
MICCAI 2025 ·
Jianwen Liang
,
Junyan Lyu
, Yixuan Yuan,
Xiaoying Tang
MedVSR: Medical Video Super-Resolution with Cross State-Space Propagation
ICCV 2025 ·
Xinyu Liu
,
Guolei Sun
,
Cheng Wang
, Yixuan Yuan,
Ender Konukoglu
Metascope: Optics-Driven Neural Network for Ultra-Micro Metalens Endoscopy
ICCV 2025 ·
Wuyang Li
,
Wentao Pan
,
Xiaoyuan Liu
,
Zhendong Luo
,
Chenxin Li
,
Hengyu Liu
,
Din Ping Tsai
,
Mu Ku Chen
, Yixuan Yuan
MonoSplat: Generalizable 3D Gaussian Splatting from Monocular Depth Foundation Models
CVPR 2025 ·
Yifan Liu
,
Keyu Fan
,
Weihao Yu
,
Chenxin Li
,
Hao Lu
, Yixuan Yuan
Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion
ICRA 2025 ·
Shengyuan Liu
,
Zhen Chen
,
Qiushi Yang
,
Weihao Yu
,
Di Dong
,
Jiancong Hu
, Yixuan Yuan
Probabilistic Prior-Guided Anatomical Alignment for MRI Super-Resolution
MICCAI 2025 ·
Yiwen Luo
,
Xiaoying Tang
, Yixuan Yuan
Real-Time 3D Guidewire Reconstruction from Intraoperative DSA Images for Robot-Assisted Endovascular Interventions
IROS 2025 ·
Tianliang Yao
,
Bingrui Li
,
Bo Lu
,
Zhiqiang Pei
, Yixuan Yuan,
Peng Qi
Robust and Lightweight Low-to-High Field MRI Synthesis Guided by Semantic Prior
MICCAI 2025 ·
Yiyang Lin
,
Byungjun Kim
, Yixuan Yuan,
Jinglei Lv
STEAM: Self-supervised TEeth Analysis and Modeling for Point Cloud Segmentation
MICCAI 2025 ·
Yifan Liu
,
Chen Yang
,
Weihao Yu
,
Xinyu Liu
,
Hui Chen
,
Max Q.-H. Meng
, Yixuan Yuan
Synthesizing Realistic fMRI: A Physiological Dynamics-Driven Hierarchical Diffusion Model for Efficient fMRI Acquisition
ICLR 2025 ·
Yufan Hu
,
Yu Jiang
,
Wuyang Li
, Yixuan Yuan
Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline
CVPR 2025 ·
Yuzhi Huang
,
Chenxin Li
,
Haitao Zhang
,
Zixu Lin
,
Yunlong Lin
,
Hengyu Liu
,
Wuyang Li
,
Xinyu Liu
,
Jiechao Gao
,
Yue Huang
,
Xinghao Ding
, Yixuan Yuan
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation
AAAI 2025 ·
Chenxin Li
,
Xinyu Liu
,
Wuyang Li
,
Cheng Wang
,
Hengyu Liu
,
Yifan Liu
,
Zhen Chen
, Yixuan Yuan
Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation
ECCV 2024 ·
Zhen Zhao
,
Zicheng Wang
,
Longyue Wang
,
Dian Yu
, Yixuan Yuan,
Luping Zhou
CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection
ECCV 2024 ·
Wuyang Li
,
Xinyu Liu
,
Jiayi Ma
, Yixuan Yuan
DRMF: Degradation-Robust Multi-Modal Image Fusion via Composable Diffusion Prior
ACM MM 2024 ·
Linfeng Tang
,
Yuxin Deng
,
Xunpeng Yi
,
Qinglong Yan
, Yixuan Yuan,
Jiayi Ma
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation
MICCAI 2024 ·
Xinyu Liu
,
Wuyang Li
, Yixuan Yuan
EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting
MICCAI 2024 ·
Chenxin Li
,
Brandon Y. Feng
,
Yifan Liu
,
Hengyu Liu
,
Cheng Wang
,
Weihao Yu
, Yixuan Yuan
F2TNet: FMRI to T1w MRI Knowledge Transfer Network for Brain Multi-phenotype Prediction
MICCAI 2024 ·
Zhibin He
,
Wuyang Li
,
Yu Jiang
,
Zhihao Peng
,
Pengyu Wang
,
Xiang Li
,
Tianming Liu
,
Junwei Han
,
Tuo Zhang
, Yixuan Yuan
Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation
ACL 2024 ·
Wenting Chen
,
Linlin Shen
,
Jingyang Lin
,
Jiebo Luo
,
Xiang Li
, Yixuan Yuan
Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM
NeurIPS 2024 ·
Chenxin Li
,
Yuzhi Huang
,
Wuyang Li
,
Hengyu Liu
,
Xinyu Liu
,
Qing Xu
,
Zhen Chen
,
Yue Huang
, Yixuan Yuan
From Static to Dynamic Diagnostics: Boosting Medical Image Analysis via Motion-Informed Generative Videos
MICCAI 2024 ·
Wuyang Li
,
Xinyu Liu
,
Qiushi Yang
, Yixuan Yuan
GBT: Geometric-Oriented Brain Transformer for Autism Diagnosis
MICCAI 2024 ·
Zhihao Peng
,
Zhibin He
,
Yu Jiang
,
Pengyu Wang
, Yixuan Yuan
GTP-4o: Modality-Prompted Heterogeneous Graph Learning for Omni-Modal Biomedical Representation
ECCV 2024 ·
Chenxin Li
,
Xinyu Liu
,
Cheng Wang
,
Yifan Liu
,
Weihao Yu
,
Jing Shao
, Yixuan Yuan
Hierarchical Graph Learning with Small-World Brain Connectomes for Cognitive Prediction
MICCAI 2024 ·
Yu Jiang
,
Zhibin He
,
Zhihao Peng
, Yixuan Yuan
LGS: A Light-Weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction
MICCAI 2024 ·
Hengyu Liu
,
Yifan Liu
,
Chenxin Li
,
Wuyang Li
, Yixuan Yuan
MOST: Multi-formation Soft Masking for Semi-supervised Medical Image Segmentation
MICCAI 2024 ·
Xinyu Liu
,
Zhen Chen
, Yixuan Yuan
Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting
MICCAI 2024 ·
Wenting Chen
,
Pengyu Wang
,
Hui Ren
,
Lichao Sun
,
Quanzheng Li
, Yixuan Yuan,
Xiang Li
P2SAM: Probabilistically Prompted SAMs Are Efficient Segmentator for Ambiguous Medical Images
ACM MM 2024 ·
Yuzhi Huang
,
Chenxin Li
,
Zixu Lin
,
Hengyu Liu
,
Haote Xu
,
Yifan Liu
,
Yue Huang
,
Xinghao Ding
,
Xiaotong Tu
, Yixuan Yuan
Stealing Knowledge from Pre-trained Language Models for Federated Classifier Debiasing
MICCAI 2024 ·
Meilu Zhu
,
Qiushi Yang
,
Zhifan Gao
,
Jun Liu
, Yixuan Yuan
Variational Field Constraint Learning for Degree of Coronary Artery Ischemia Assessment
MICCAI 2024 ·
Qi Zhang
,
Xiujian Liu
,
Heye Zhang
,
Chenchu Xu
,
Guang Yang
, Yixuan Yuan,
Tao Tan
,
Zhifan Gao
When 3D Partial Points Meets SAM: Tooth Point Cloud Segmentation with Sparse Labels
MICCAI 2024 ·
Yifan Liu
,
Wuyang Li
,
Cheng Wang
,
Hui Chen
, Yixuan Yuan
fTSPL: Enhancing Brain Analysis with FMRI-Text Synergistic Prompt Learning
MICCAI 2024 ·
Pengyu Wang
,
Huaqi Zhang
,
Zhibin He
,
Zhihao Peng
, Yixuan Yuan
👦 Endora: Video Generation Models as Endoscopy Simulators
MICCAI 2024 ·
Chenxin Li
,
Hengyu Liu
,
Yifan Liu
,
Brandon Y. Feng
,
Wuyang Li
,
Xinyu Liu
,
Zhen Chen
,
Jing Shao
, Yixuan Yuan