Rongguang Wang

According to our database, Rongguang Wang authored at least 23 papers between 2020 and 2026.

Collaborative distances:

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

2026

PAR²-RAG: Planned Active Retrieval and Reasoning for Multi-Hop Question Answering.

Xingyu Li, Rongguang Wang, Yuying Wang, Mengqing Guo, Chenyang Li, Tao Sheng, Sujith Ravi, Dan Roth

CoRR, March, 2026

GraphER: An Efficient Graph-Based Enrichment and Reranking Method for Retrieval-Augmented Generation.

Ruizhong Miao, Yuying Wang, Rongguang Wang, Chenyang Li, Tao Sheng, Sujith Ravi, Dan Roth

CoRR, March, 2026

LLM NL2SQL Robustness: Surface Noise vs. Linguistic Variation in Traditional and Agentic Settings.

Lifu Tu, Rongguang Wang, Tao Sheng, Sujjith Ravi, Dan Roth

CoRR, March, 2026

Chart-RL: Generalized Chart Comprehension via Reinforcement Learning with Verifiable Rewards.

Xin Zhang, Xingyu Li, Rongguang Wang, Ruizhong Miao, Zheng Wang, Dan Roth, Chenyang Li

CoRR, March, 2026

2025

Spatially Covariant Image Registration With Text Prompts.

Xiang Chen, Min Liu, Rongguang Wang, Renjiu Hu, Dongdong Liu, Gaolei Li, Yaonan Wang, Hang Zhang

IEEE Trans. Neural Networks Learn. Syst., July, 2025

Unsupervised Deformable Image Registration with Structural Nonparametric Smoothing.

Hang Zhang, Renjiu Hu, Xiang Chen, Min Liu, Yaonan Wang, Rongguang Wang, Jinwei Zhang, Gaolei Li, Xinxing Cheng, Jinming Duan

Proceedings of the Information Processing in Medical Imaging, 2025

2024

Slicer Networks.

Hang Zhang, Xiang Chen, Rongguang Wang, Renjiu Hu, Dongdong Liu, Gaolei Li

CoRR, 2024

Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning.

Junhao Wen, Mathilde Antoniades, Zhijian Yang, Gyujoon Hwang, Ioanna Skampardoni, Rongguang Wang, Christos Davatzikos

CoRR, 2024

MemWarp: Discontinuity-Preserving Cardiac Registration with Memorized Anatomical Filters.

Hang Zhang, Xiang Chen, Renjiu Hu, Dongdong Liu, Gaolei Li, Rongguang Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

Applications of generative adversarial networks in neuroimaging and clinical neuroscience.

Rongguang Wang, Vishnu Bashyam, Zhijian Yang, Fanyang Yu, Vasiliki Tassopoulou, Sai Spandana Chintapalli, Ioanna Skampardoni, Lasya P. Sreepada, Dushyant Sahoo, Konstantina S. Nikita, Ahmed Abdulkadir, Junhao Wen, Christos Davatzikos

NeuroImage, April, 2023

Spatially Covariant Image Registration with Text Prompts.

Hang Zhang, Xiang Chen, Rongguang Wang, Renjiu Hu, Dongdong Liu, Gaolei Li

CoRR, 2023

Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical Neuroscience.

Rongguang Wang, Güray Erus, Pratik Chaudhari, Christos Davatzikos

CoRR, 2023

DAGrid: Directed Accumulator Grid.

Hang Zhang, Renjiu Hu, Xiang Chen, Rongguang Wang, Jinwei Zhang, Jiahao Li

CoRR, 2023

DeDA: Deep Directed Accumulator.

Hang Zhang, Rongguang Wang, Renjiu Hu, Jinwei Zhang, Jiahao Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Spatially Covariant Lesion Segmentation.

Hang Zhang, Rongguang Wang, Jinwei Zhang, Dongdong Liu, Chao Li, Jiahao Li

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Embracing the disharmony in medical imaging: A Simple and effective framework for domain adaptation.

Rongguang Wang, Pratik Chaudhari, Christos Davatzikos

Medical Image Anal., 2022

Machine Learning Models Are Not Necessarily Biased When Constructed Properly: Evidence from Neuroimaging Studies.

Rongguang Wang, Pratik Chaudhari, Christos Davatzikos

CoRR, 2022

2021

Embracing the Disharmony in Heterogeneous Medical Data.

Rongguang Wang, Pratik Chaudhari, Christos Davatzikos

CoRR, 2021

NeRD: Neural Representation of Distribution for Medical Image Segmentation.

Hang Zhang, Rongguang Wang, Jinwei Zhang, Chao Li, Gufeng Yang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang

CoRR, 2021

Harmonization with Flow-Based Causal Inference.

Rongguang Wang, Pratik Chaudhari, Christos Davatzikos

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Geometric Loss For Deep Multiple Sclerosis Lesion Segmentation.

Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Susan A. Gauthier, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Efficient Folded Attention for Medical Image Reconstruction and Segmentation.

Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation.

Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang

CoRR, 2020