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2020 – today
- 2026
[j1]Yujian Xiong, Negar Jalili Mallak
, Yanshuai Tu, Zhong-Lin Lu, Yalin Wang:
Quantification of planar cortical magnification with optimal transport and topological smoothing. NeuroImage 326: 121690 (2026)- [c7]Yanxi Chen, Wenhui Zhu, Xiwen Chen, Zhipeng Wang, Xin Li, Peijie Qiu, Hao Wang, Xuanzhao Dong, Yujian Xiong, Anderson Schneider, Yuriy Nevmyvaka, Yalin Wang:
AHA: Aligning Large Audio-Language Models for Reasoning Hallucinations via Counterfactual Hard Negatives. ACL (Findings) 2026: 29294-29306 - [i16]Yujian Xiong, Xuanzhao Dong, Wenhui Zhu, Xin Li, Oana M. Dumitrascu, Yalin Wang:
SGW-GAN: Sliced Gromov-Wasserstein Guided GANs for Retinal Fundus Image Enhancement. CoRR abs/2601.13417 (2026) - [i15]Xiwen Chen, Wenhui Zhu, Gen Li, Xuanzhao Dong, Yujian Xiong, Hao Wang, Peijie Qiu, Qingquan Song, Zhipeng Wang, Shao Tang, Yalin Wang, Abolfazl Razi:
OTPrune: Distribution-Aligned Visual Token Pruning via Optimal Transport. CoRR abs/2602.20205 (2026) - [i14]Xuanzhao Dong, Wenhui Zhu, Xiwen Chen, Hao Wang, Xin Li, Yujian Xiong, Jiajun Cheng, Zhipeng Wang, Shao Tang, Oana M. Dumitrascu, Yalin Wang:
Bridging Restoration and Diagnosis: A Comprehensive Benchmark for Retinal Fundus Enhancement. CoRR abs/2604.03806 (2026) - [i13]Yujian Xiong, Mohammad Farazi, Yanxi Chen, Wenhui Zhu, Xuanzhao Dong, Natasha Leporé, Yi Su, Raza Mushtaq, Stephen Foldes, Andrew Yang, Yalin Wang:
Hierarchical Mesh Transformers with Topology-Guided Pretraining for Morphometric Analysis of Brain Structures. CoRR abs/2604.05215 (2026) - [i12]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:
OphIn-500K: Curating Web-Scale Visual Instructions for Scaling Ophthalmic Multimodal Large Language Models. CoRR abs/2605.27916 (2026) - [i11]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:
Mags-RL: Wearing Multimodal LLMs a Magnifying Glass via Agentic Reinforcement Learning For Complex Scene Reasoning. CoRR abs/2605.27960 (2026) - [i10]Xiwen Chen, Wenhui Zhu, Jingjing Wang, Peijie Qiu, Zhipeng Wang, Huayu Li, Zhengxiao He, Xuanzhao Dong, Prayag Tiwari, Mingkun Xu, Yujian Xiong, Feng Luo, Abolfazl Razi, Brendan Hogan Rappazzo, Anderson Schneider, Yuriy Nevmyvaka:
S-SPPO: Semantic-Calibrated Self-Play Preference Optimization. CoRR abs/2606.01561 (2026) - 2025
- [c6]Vamsi Krishna Vasa, Peijie Qiu, Wenhui Zhu, Yujian Xiong, Oana M. Dumitrascu, Yalin Wang:
Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement. WACV 2025: 4016-4025 - [c5]Xuanzhao Dong, Vamsi Krishna Vasa, Wenhui Zhu, Peijie Qiu, Xiwen Chen, Yi Su, Yujian Xiong, Zhangsihao Yang, Yanxi Chen, Yalin Wang:
CUNSB-RFIE: Context-Aware Unpaired Neural Schrödinger Bridge in Retinal Fundus Image Enhancement. WACV 2025: 4502-4511 - [i9]Wenhui Zhu, Xuanzhao Dong, Xin Li, Yujian Xiong, Xiwen Chen, Peijie Qiu, Vamsi Krishna Vasa, Zhangsihao Yang, Yi Su, Oana M. Dumitrascu, Yalin Wang:
EyeBench: A Call for More Rigorous Evaluation of Retinal Image Enhancement. CoRR abs/2502.14260 (2025) - [i8]Yujian Xiong, Xuanzhao Dong, Sebastian Waz, Wenhui Zhu, Negar Jalili Mallak, Zhonglin Lu, Yalin Wang:
Enhancing 3T BOLD fMRI SNR using Unpaired 7T Data with Schrödinger Bridge Diffusion. CoRR abs/2504.01004 (2025) - [i7]Xuanzhao Dong, Wenhui Zhu, Yujian Xiong, Xiwen Chen, Hao Wang, Xin Li, Jiajun Cheng, Zhipeng Wang, Shao Tang, Oana M. Dumitrascu, Yalin Wang:
VAOT: Vessel-Aware Optimal Transport for Retinal Fundus Enhancement. CoRR abs/2511.18763 (2025) - [i6]Xin Li, Wenhui Zhu, Xuanzhao Dong, Hao Wang, Yujian Xiong, Oana M. Dumitrascu, Yalin Wang:
nnMobileNet++: Towards Efficient Hybrid Networks for Retinal Image Analysis. CoRR abs/2512.01273 (2025) - [i5]Yanxi Chen, Wenhui Zhu, Xiwen Chen, Zhipeng Wang, Xin Li, Peijie Qiu, Hao Wang, Xuanzhao Dong, Yujian Xiong, Anderson Schneider, Yuriy Nevmyvaka, Yalin Wang:
AHA: Aligning Large Audio-Language Models for Reasoning Hallucinations via Counterfactual Hard Negatives. CoRR abs/2512.24052 (2025) - 2024
- [c4]Yujian Xiong, Wenhui Zhu, Zhonglin Lu, Yalin Wang:
Reconstructing Retinal Visual Images from 3T fMRI Data Enhanced by Unsupervised Learning. ISBI 2024: 1-5 - [c3]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:
Many-MobileNet: Multi-model Augmentation for Robust Retinal Disease Classification. UWF4DR@MICCAI 2024: 144-154 - [c2]Xuanzhao Dong, Yalin Wang, Yanxi Chen, Xin Li, Hao Wang, Peijie Qiu, Xiwen Chen, Abolfazl Razi, Yujian Xiong, Oana M. Dumitrascu, Wenhui Zhu:
DME-MobileNet: Fine-Tuning nnMobileNet for Diabetic Macular Edema Classification. UWF4DR@MICCAI 2024: 155-164 - [i4]Yujian Xiong, Wenhui Zhu, Zhonglin Lu, Yalin Wang:
Reconstructing Retinal Visual Images from 3T fMRI Data Enhanced by Unsupervised Learning. CoRR abs/2404.05107 (2024) - [i3]Vamsi Krishna Vasa, Peijie Qiu, Wenhui Zhu, Yujian Xiong, Oana M. Dumitrascu, Yalin Wang:
Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement. CoRR abs/2409.07862 (2024) - [i2]Xuanzhao Dong, Vamsi Krishna Vasa, Wenhui Zhu, Peijie Qiu, Xiwen Chen, Yi Su, Yujian Xiong, Zhangsihao Yang, Yanxi Chen, Yalin Wang:
CUNSB-RFIE: Context-aware Unpaired Neural Schrödinger Bridge in Retinal Fundus Image Enhancement. CoRR abs/2409.10966 (2024) - [i1]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:
Many-MobileNet: Multi-Model Augmentation for Robust Retinal Disease Classification. CoRR abs/2412.02825 (2024) - 2023
- [c1]Yujian Xiong, Yanshuai Tu, Zhonglin Lu, Yalin Wang:
Characterizing visual cortical magnification with topological smoothing and optimal transportation. Image Processing 2023
Coauthor Index
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