Daguang Xu

Research Manager, NVIDIA

Joined

January 2019

Names

Daguang Xu (Preferred)

Emails

****@gmail.com (Confirmed)

****@nvidia.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Research Manager

NVIDIA (nvidia.com)

2018 – Present

Research Scientist

Siemens Healthineers (siemens-healthineers.com)

2013 – 2018

PhD student

Johns Hopkins University (jhu.edu)

2009 – 2014

Advisors, Relations & Conflicts

PhD Advisor

Jin U Kang

2010 – 2014

Expertise

Deep learning

2014 – Present

deep learning

2013 – Present

Machine learning

2009 – Present

Sparse Coding

2009 – Present

Medical Imaging Analysis

2009 – Present

Publications

MedQuanBench: Quantization-Aware Analysis for Efficient Medical Imaging Models
Chongyu Qu, Ritchie Zhao, Junchao Zhu, Muyang Li, Ye Yu, Juming Xiong, Junlin Guo, Wenxuan Li, Yang Sui, Jun Ma, Dong Yang, Bennett Allan Landman, Zongwei Zhou, Daguang Xu, Yuankai Huo, Yucheng Tang
- Submitted to ICLR 2026
- Readers: Everyone
Discrete Diffusion Models with MLLMs for Unified Medical Multimodal Generation
Jiawei Mao, Yuhan Wang, Lifeng Chen, Can Zhao, Yucheng Tang, Dong Yang, Liangqiong Qu, Daguang Xu, Yuyin Zhou
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM
Hanrong Ye, Chao-Han Huck Yang, Arushi Goel, Wei Huang, Zhen Wan, Jinchuan Tian, An-Chieh Cheng, Ligeng Zhu, Yuanhang Su, Yuming Lou, Yong-Xiang Lin, Dong Yang, Sreyan Ghosh, Zhijian Liu, Yukang Chen, Ehsan Jahangiri, Ambrish Dantrey, Daguang Xu, Ehsan Hosseini-Asl, Seyed Danial Mohseni Taheri et al. (12 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging
Ibrahim Ethem Hamamci, Sezgin Er, Suprosanna Shit, Hadrien Reynaud, Dong Yang, Pengfei Guo, Marc Edgar, Daguang Xu, Bernhard Kainz, Bjoern Menze
- NeurIPS 2025 poster
- Readers: Everyone
PanTS: The Pancreatic Tumor Segmentation Dataset
Wenxuan Li, Xinze Zhou, Qi Chen, Tianyu Lin, Pedro R. A. S. Bassi, Xiaoxi Chen, Chen Ye, Zheren Zhu, Kai Ding, Heng Li, Kang Wang, Yang Yang, Yucheng Tang, Daguang Xu, Alan Yuille, Zongwei Zhou
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
MagNet: Multi-Level Attention Graph Network for Predicting High-Resolution Spatial Transcriptomics
Junchao Zhu, Ruining Deng, Tianyuan Yao, Juming Xiong, Chongyu Qu, Junlin Guo, Siqi Lu, Yucheng Tang, Daguang Xu, Mengmeng Yin, Yu Wang, Shilin Zhao, Yaohong Wang, Haichun Yang, Yuankai Huo
- MIDL 2025 Oral
- Readers: Everyone
Federated Learning on Virtual Heterogeneous Data with Local-Global Dataset Distillation
Chun-Yin Huang, Ruinan Jin, Can Zhao, Daguang Xu, Xiaoxiao Li
- Accepted by TMLR
- Readers: Everyone
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Yannick Kirchhoff, Maximilian Rouven Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus Maier-Hein, Paul F Jaeger, Yiwen Ye, Yutong Xie et al. (33 additional authors not shown)
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models
Jingwei Sun, Ziyue Xu, Hongxu Yin, Dong Yang, Daguang Xu, Yudong Liu, Zhixu Du, Yiran Chen, Holger R Roth
- ICML 2024 Poster
- Readers: Everyone
Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training
Jeya Maria Jose Valanarasu, Yucheng Tang, Dong Yang, Ziyue Xu, Can Zhao, Wenqi Li, Vishal M. Patel, Bennett Allan Landman, Daguang Xu, Yufan He, Vishwesh Nath
- MIDL 2024 Oral
- Readers: Everyone

View all 182 publications

Co-Authors

View all 742 co-authors