Yujian Xiong

According to our database, Yujian Xiong authored at least 16 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Hierarchical Mesh Transformers with Topology-Guided Pretraining for Morphometric Analysis of Brain Structures.

Yujian Xiong, Mohammad Farazi, Yanxi Chen, Wenhui Zhu, Xuanzhao Dong, Natasha Leporé, Yi Su, Raza Mushtaq, Stephen Foldes, Andrew Yang, Yalin Wang

CoRR, April, 2026

Bridging Restoration and Diagnosis: A Comprehensive Benchmark for Retinal Fundus Enhancement.

Xuanzhao Dong, Wenhui Zhu, Xiwen Chen, Hao Wang, Xin Li, Yujian Xiong, Jiajun Cheng, Zhipeng Wang, Shao Tang, Oana M. Dumitrascu, Yalin Wang

CoRR, April, 2026

OTPrune: Distribution-Aligned Visual Token Pruning via Optimal Transport.

Xiwen Chen, Wenhui Zhu, Gen Li, Xuanzhao Dong, Yujian Xiong, Hao Wang, Peijie Qiu, Qingquan Song, Zhipeng Wang, Shao Tang, Yalin Wang, Abolfazl Razi

CoRR, February, 2026

SGW-GAN: Sliced Gromov-Wasserstein Guided GANs for Retinal Fundus Image Enhancement.

Yujian Xiong, Xuanzhao Dong, Wenhui Zhu, Xin Li, Oana M. Dumitrascu, Yalin Wang

CoRR, January, 2026

Quantification of planar cortical magnification with optimal transport and topological smoothing.

Yujian Xiong, Negar Jalili Mallak, Yanshuai Tu, Zhong-Lin Lu, Yalin Wang

NeuroImage, 2026

2025

AHA: Aligning Large Audio-Language Models for Reasoning Hallucinations via Counterfactual Hard Negatives.

Yanxi Chen, Wenhui Zhu, Xiwen Chen, Zhipeng Wang, Xin Li, Peijie Qiu, Hao Wang, Xuanzhao Dong, Yujian Xiong, Anderson Schneider, Yuriy Nevmyvaka, Yalin Wang

CoRR, December, 2025

nnMobileNet++: Towards Efficient Hybrid Networks for Retinal Image Analysis.

Xin Li, Wenhui Zhu, Xuanzhao Dong, Hao Wang, Yujian Xiong, Oana M. Dumitrascu, Yalin Wang

CoRR, December, 2025

VAOT: Vessel-Aware Optimal Transport for Retinal Fundus Enhancement.

Xuanzhao Dong, Wenhui Zhu, Yujian Xiong, Xiwen Chen, Hao Wang, Xin Li, Jiajun Cheng, Zhipeng Wang, Shao Tang, Oana M. Dumitrascu, Yalin Wang

CoRR, November, 2025

Enhancing 3T BOLD fMRI SNR using Unpaired 7T Data with Schrödinger Bridge Diffusion.

Yujian Xiong, Xuanzhao Dong, Sebastian Waz, Wenhui Zhu, Negar Jalili Mallak, Zhonglin Lu, Yalin Wang

CoRR, April, 2025

EyeBench: A Call for More Rigorous Evaluation of Retinal Image Enhancement.

Wenhui Zhu, Xuanzhao Dong, Xin Li, Yujian Xiong, Xiwen Chen, Peijie Qiu, Vamsi Krishna Vasa, Zhangsihao Yang, Yi Su, Oana M. Dumitrascu, Yalin Wang

CoRR, February, 2025

Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement.

Vamsi Krishna Vasa, Peijie Qiu, Wenhui Zhu, Yujian Xiong, Oana M. Dumitrascu, Yalin Wang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

CUNSB-RFIE: Context-Aware Unpaired Neural Schrödinger Bridge in Retinal Fundus Image Enhancement.

Xuanzhao Dong, Vamsi Krishna Vasa, Wenhui Zhu, Peijie Qiu, Xiwen Chen, Yi Su, Yujian Xiong, Zhangsihao Yang, Yanxi Chen, Yalin Wang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

2024

Many-MobileNet: Multi-model Augmentation for Robust Retinal Disease Classification.

Hao Wang, Wenhui Zhu, Xuanzhao Dong, Yanxi Chen, Xin Li, Peijie Qiu, Xiwen Chen, Vamsi Krishna Vasa, Yujian Xiong, Oana M. Dumitrascu, Abolfazl Razi, Yalin Wang

Proceedings of the Ultra-Widefield Fundus Imaging for Diabetic Retinopathy, 2024

DME-MobileNet: Fine-Tuning nnMobileNet for Diabetic Macular Edema Classification.

Xuanzhao Dong, Yalin Wang, Yanxi Chen, Xin Li, Hao Wang, Peijie Qiu, Xiwen Chen, Abolfazl Razi, Yujian Xiong, Oana M. Dumitrascu, Wenhui Zhu

Proceedings of the Ultra-Widefield Fundus Imaging for Diabetic Retinopathy, 2024

Reconstructing Retinal Visual Images from 3T fMRI Data Enhanced by Unsupervised Learning.

Yujian Xiong, Wenhui Zhu, Zhonglin Lu, Yalin Wang

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Characterizing visual cortical magnification with topological smoothing and optimal transportation.

Yujian Xiong, Yanshuai Tu, Zhonglin Lu, Yalin Wang

Proceedings of the Medical Imaging 2023: Image Processing, 2023