Sicheng Yang's Homepage

Publications

ClinHallu: A Benchmark for Diagnosing Stage-Wise Hallucinations in Medical MLLM Reasoning.
Sicheng Yang, Hangjie Yuan, Wenjun Zhang, Jinwang Wang, Yichen Qian, Weihua Chen, Fan Wang, Lei Zhu.
arXiv, 2026. Paper / Code / Benchmark
Recover Semantics First, Generate Better: Improved Latent Modeling for 3D MRI Reconstruction and Cross-Contrast Synthesis.
Yonghao Chen*, Sicheng Yang*, Rui Tang, Lei Zhu.
MICCAI 2026. Paper / Code
SegDINO: Introducing Multi-Scale Structure into DINO for Efficient Medical Image Segmentation.
Sicheng Yang, Hongqiu Wang, Zhaohu Xing, Sixiang Chen, Lei Zhu.
MICCAI 2026, Early Accepted, Top 9%. v1: Paper / Code v2: Paper / Code
LCM-Net: LLM-driven Cross-Modality MoE Feature Fusion Network for Cancer Survival Analysis.
Sicheng Yang, Haipeng Zhou, Yijun Yang, Weiming Wang, Shifu Chen, Guang Yang, Huazhu Fu, Lei Zhu.
IEEE Transactions on Medical Imaging, 2026. Paper / Code
VAEVQ: Enhancing Discrete Visual Tokenization through Variational Modeling.
Sicheng Yang, Xing Hu, Qiang Wu, Dawei Yang.
AAAI 2026, Oral. Paper / Code

VQ-Seg: Vector-Quantized Token Perturbation for Semi-Supervised Medical Image Segmentation.
Sicheng Yang, Zhaohu Xing, Lei Zhu.
NeurIPS 2025. Paper / Code
K-Stain: Keypoint-Driven Correspondence for H&E-to-IHC Virtual Staining.
Sicheng Yang, Zhaohu Xing, Haipeng Zhou, Lei Zhu.
NeurIPS 2025 @ GenAI4Health. Paper / Code
A Gesture Recognition System Using Electrical Impedance Tomography.
Sen Wang, Tingting Zhang, Sicheng Yang, Ruoyu Liu, Borun Li, Jian Wang, De-Wen Zhang, Zhibin Zhao.
IEEE Transactions on Instrumentation and Measurement, 2025. Paper / Code
CoC: Chain-of-Cancer based on Cross-Modal Autoregressive Traction for Survival Prediction.
Haipeng Zhou, Sicheng Yang, Sihan Yang, Jing Qin, Lei Chen, Lei Zhu.
MICCAI 2025. Paper / Code

Cross-conditioned Diffusion Model for medical image-to-image translation.
Zhaohu Xing, Sicheng Yang, Sixiang Chen, Tian Ye, Lei Zhu.
MICCAI 2024. Paper / Code
CytoGAN: Unpaired staining transfer by structure preservation for cytopathology image analysis.
Ruijie Wang, Sicheng Yang, Qiling Li, Dexing Zhong.
Computers in Biology and Medicine, 2024. Paper / Code