Yingda Xia

Researcher, Alibaba Group

Joined

September 2018

Names

Yingda Xia (Preferred)

Emails

****@jhu.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Alibaba Group (alibaba-inc.com)

2021 – Present

PhD student

Computer Science, Johns Hopkins University (jhu.edu)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Alan Yuille

2017 – 2021

Expertise

Computer vision

Present

Medical image analysis

Present

Publications

TumorChain: Interleaved Multimodal Chain-of-Thought Reasoning for Traceable Clinical Tumor Analysis
Sijing Li, Zhongwei Qiu, Jiang Liu, Wenqiao Zhang, Tianwei Lin, Yihan Xie, Jianxiang An, Boxiang Yun, Chenglin Yang, Jun Xiao, Guangyu Guo, Jiawen Yao, Wei Liu, Yuan gao, Ke Yan, Weiwei Cao, Zhilin Zheng, Tony C. W. MOK, Kai Cao, Yu Shi et al. (5 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
OmniCT: Towards a Unified Slice-Volume LVLM for Comprehensive CT Analysis
Tianwei Lin, Zhongwei Qiu, Wenqiao Zhang, Jiang Liu, Yihan Xie, Mingjian Gao, Zhenxuan Fan, Zhaocheng Li, Sijing Li, Zhongle Xie, Peng LU, Yueting Zhuang, Ling Zhang, Beng Chin Ooi, Yingda Xia
- ICLR 2026 Poster
- Readers: Everyone
Rethinking architecture design for tackling data heterogeneity in federated learning
Liangqiong Qu, Yuyin Zhou, Paul Pu Liang, Yingda Xia, Feifei Wang, Ehsan Adeli, Li Fei-Fei, Daniel Rubin
- 06 Sept 2023 (modified: 05 Nov 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
Meta-information-aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CT
Bo Zhou, Yingda Xia, Jiawen Yao, Le Lu, Jingren Zhou, Chi Liu, James S. Duncan, Ling Zhang
- 2023 (modified: 26 Apr 2023)
- CoRR 2023
- Readers: Everyone
Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization
Mingze Yuan, Yingda Xia, Hexin Dong, Zifan Chen, Jiawen Yao, Mingyan Qiu, Ke Yan, Xiaoli Yin, Yu Shi, Xin Chen, Zaiyi Liu, Bin Dong, Jingren Zhou, Le Lu, Ling Zhang, Li Zhang
- 2023 (modified: 26 Apr 2023)
- CoRR 2023
- Readers: Everyone
Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans
Jieneng Chen, Yingda Xia, Jiawen Yao, Ke Yan, Jianpeng Zhang, Le Lu, Fakai Wang, Bo Zhou, Mingyan Qiu, Qihang Yu, Mingze Yuan, Wei Fang, Yuxing Tang, Minfeng Xu, Jian Zhou, Yuqian Zhao, Qifeng Wang, Xianghua Ye, Xiaoli Yin, Yu Shi et al. (5 additional authors not shown)
- 2023 (modified: 26 Apr 2023)
- CoRR 2023
- Readers: Everyone
Effective Opportunistic Esophageal Cancer Screening Using Noncontrast CT Imaging
Jiawen Yao, Xianghua Ye, Yingda Xia, Jian Zhou, Yu Shi, Ke Yan, Fang Wang, Lili Lin, Haogang Yu, Xian-Sheng Hua, Le Lu, Dakai Jin, Ling Zhang
- 2022 (modified: 04 Nov 2022)
- MICCAI (3) 2022
- Readers: Everyone
DeepCRC: Colorectum and Colorectal Cancer Segmentation in CT Scans via Deep Colorectal Coordinate Transform
Lisha Yao, Yingda Xia, Haochen Zhang, Jiawen Yao, Dakai Jin, Bingjiang Qiu, Yuan Zhang, Suyun Li, Yanting Liang, Xian-Sheng Hua, Le Lu, Xin Chen, Zaiyi Liu, Ling Zhang
- 2022 (modified: 04 Nov 2022)
- MICCAI (3) 2022
- Readers: Everyone
Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning
Liangqiong Qu, Yuyin Zhou, Paul Pu Liang, Yingda Xia, Feifei Wang, Ehsan Adeli, Li Fei-Fei, Daniel L. Rubin
- 2022 (modified: 17 Apr 2023)
- CVPR 2022
- Readers: Everyone
Glance-and-Gaze Vision Transformer
Qihang Yu, Yingda Xia, Yutong Bai, Yongyi Lu, Alan Yuille, Wei Shen
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone

View all 41 publications

Co-Authors

View all 167 co-authors