Xin Li

According to our database, Xin Li authored at least 21 papers between 2024 and 2026.

Collaborative distances:

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

2026

Mags-RL: Wearing Multimodal LLMs a Magnifying Glass via Agentic Reinforcement Learning For Complex Scene Reasoning.

Xuanzhao Dong, Wenhui Zhu, Peijie Qiu, Xiwen Chen, Xiaobing Yu, Xin Li, Zhipeng Wang, Shao Tang, Gen Li, Yujian Xiong, Hao Wang, Yanxi Chen, Prayag Tiwari, Yalin Wang

CoRR, May, 2026

OphIn-500K: Curating Web-Scale Visual Instructions for Scaling Ophthalmic Multimodal Large Language Models.

Xuanzhao Dong, Wenhui Zhu, Xiwen Chen, Hao Wang, Xin Li, Yujian Xiong, Jiajun Cheng, Jingjing Wang, Xiaobing Yu, Haiyu Wu, Shao Tang, Zhipeng Wang, Langechuan Liu, Shan Lin, Oana M. Dumitrascu, Yalin Wang

CoRR, May, 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

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

EZBlender: Efficient 3D Editing with Plan-and-ReAct Agent.

Hao Wang, Wenhui Zhu, Shao Tang, Zhipeng Wang, Xuanzhao Dong, Xin Li, Xiwen Chen, Ashish Bastola, Xinhao Huang, Yalin Wang, Abolfazl Razi

CoRR, January, 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

LLaDA-MedV: Exploring Large Language Diffusion Models for Biomedical Image Understanding.

Xuanzhao Dong, Wenhui Zhu, Xiwen Chen, Zhipeng Wang, Peijie Qiu, Shao Tang, Xin Li, Yalin Wang

CoRR, August, 2025

Toward Effective Reinforcement Learning Fine-Tuning for Medical VQA in Vision-Language Models.

Wenhui Zhu, Xuanzhao Dong, Xin Li, Peijie Qiu, Xiwen Chen, Abolfazl Razi, Aris Sotiras, Yi Su, Yalin Wang

CoRR, May, 2025

A BERT-Style Self-Supervised Learning CNN for Disease Identification from Retinal Images.

Xin Li, Wenhui Zhu, Peijie Qiu, Oana M. Dumitrascu, Amal Youssef, Yalin Wang

CoRR, April, 2025

RetinalGPT: A Retinal Clinical Preference Conversational Assistant Powered by Large Vision-Language Models.

Wenhui Zhu, Xin Li, Xiwen Chen, Peijie Qiu, Vamsi Krishna Vasa, Xuanzhao Dong, Yanxi Chen, Natasha Leporé, Oana M. Dumitrascu, Yi Su, Yalin Wang

CoRR, March, 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

EViT-UNET: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge Devices.

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

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

TPOT: Topology Preserving Optimal Transport in Retinal Fundus Image Enhancement.

Xuanzhao Dong, Wenhui Zhu, Xin Li, Guoxin Sun, Yi Su, Oana M. Dumitrascu, Yalin Wang

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

Adaptive smoothing of retinotopic maps based on Teichmüller parametrization.

Yanshuai Tu, Xin Li, Zhonglin Lu, Yalin Wang

Medical Image Anal., 2024

RBAD: A Dataset and Benchmark for Retinal Vessels Branching Angle Detection.

Hao Wang, Wenhui Zhu, Jiayou Qin, Xin Li, Oana M. Dumitrascu, Xiwen Chen, Peijie Qiu, Abolfazl Razi

CoRR, 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

nnMobileNet: Rethinking CNN for Retinopathy Research.

Wenhui Zhu, Peijie Qiu, Xiwen Chen, Xin Li, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

RBAD: A Dataset and Benchmark for Retinal Vessels Branching Angle Detection.

Hao Wang, Wenhui Zhu, Jiayou Qin, Xin Li, Oana M. Dumitrascu, Xiwen Chen, Peijie Qiu, Abolfazl Razi, Yalin Wang

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2024