Yingxue Xu

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 20

Top Topics

Future Directions

Survival Prediction

Image Recognition

Top Venues

IEEE Trans. Multim.

Pattern Recognit.

IEEE J. Biomed. Health Informatics

Publications

Zhengrui Guo, Jiabo Ma, Yingxue Xu, Yihui Wang, Liansheng Wang, Hao Chen
HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction. CoRR (2024)
Jiabo Ma, Zhengrui Guo, Fengtao Zhou, Yihui Wang, Yingxue Xu, Yu Cai, Zhengjie Zhu, Cheng Jin, Yi Lin, Xinrui Jiang, Anjia Han, Li Liang, Ronald Cheong Kin Chan, Jiguang Wang, Kwang-Ting Cheng, Hao Chen
Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation. CoRR (2024)
Fengtao Zhou, Yingxue Xu, Yanfen Cui, Shenyan Zhang, Yun Zhu, Weiyang He, Jiguang Wang, Xin Wang, Ronald Chan, Louis Ho Shing Lau, Chu Han, Dafu Zhang, Zhenhui Li, Hao Chen
iMD4GC: Incomplete Multimodal Data Integration to Advance Precise Treatment Response Prediction and Survival Analysis for Gastric Cancer. CoRR (2024)
Yilan Zhang, Yingxue Xu, Jianqi Chen, Fengying Xie, Hao Chen
Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction. CoRR (2024)
Yingxue Xu, Yihui Wang, Fengtao Zhou, Jiabo Ma, Shu Yang, Huangjing Lin, Xin Wang, Jiguang Wang, Li Liang, Anjia Han, Ronald Cheong Kin Chan, Hao Chen
A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model. CoRR (2024)
Huajun Zhou, Fengtao Zhou, Chenyu Zhao, Yingxue Xu, Luyang Luo, Hao Chen
Multimodal Data Integration for Precision Oncology: Challenges and Future Directions. CoRR (2024)
Yilan Zhang, Yingxue Xu, Jianqi Chen, Fengying Xie, Hao Chen
Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction. ICLR (2024)
Zhikang Wang, Yumeng Zhang, Yingxue Xu, Seiya Imoto, Hao Chen, Jiangning Song
Histo-Genomic Knowledge Distillation For Cancer Prognosis From Histopathology Whole Slide Images. CoRR (2024)
Yingxue Xu, Hao Chen
Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency for Survival Prediction. CoRR (2023)
Yingxue Xu, Hao Chen
Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency for Survival Prediction. ICCV (2023)
Yingxue Xu, Guihua Wen, Yang Hu, Pei Yang
Unsupervised Domain Adaptation via Deep Hierarchical Optimal Transport. CoRR (2022)
Yang Hu, Guihua Wen, Adriane Chapman, Pei Yang, Mingnan Luo, Yingxue Xu, Dan Dai, Wendy Hall
Graph-Based Visual-Semantic Entanglement Network for Zero-Shot Image Recognition. IEEE Trans. Multim. 24 (2022)
Yingxue Xu, Guihua Wen, Pei Yang, Baochao Fan, Yang Hu, Mingnan Luo, Changjun Wang
Task-Coupling Elastic Learning for Physical Sign-Based Medical Image Classification. IEEE J. Biomed. Health Informatics 26 (2) (2022)
Yingxue Xu, Guihua Wen, Yang Hu, Mingnan Luo, Dan Dai, Yishan Zhuang, Wendy Hall
Multiple attentional pyramid networks for Chinese herbal recognition. Pattern Recognit. 110 (2021)
Haozan Liang, Guihua Wen, Yang Hu, Mingnan Luo, Pei Yang, Yingxue Xu
MVANet: Multi-Task Guided Multi-View Attention Network for Chinese Food Recognition. IEEE Trans. Multim. 23 (2021)
Mingnan Luo, Guihua Wen, Yang Hu, Dan Dai, Yingxue Xu
Stochastic region pooling: Make attention more expressive. Neurocomputing 409 (2020)
Yang Hu, Guihua Wen, Adriane Chapman, Pei Yang, Mingnan Luo, Yingxue Xu, Dan Dai, Wendy Hall
Semantic Graph-enhanced Visual Network for Zero-shot Learning. CoRR (2020)
Yingxue Xu, Guihua Wen, Yang Hu, Mingnan Luo, Dan Dai, Yishan Zhuang, Wendy Hall
Multiple Attentional Pyramid Networks for Chinese Herbal Recognition. CoRR (2020)
Mingnan Luo, Guihua Wen, Yang Hu, Dan Dai, Yingxue Xu
Stochastic Region Pooling: Make Attention More Expressive. CoRR (2019)
Yingxue Xu, Guihua Wen, Yang Hu, Mingnan Luo, Dan Dai, Yishan Zhuang
Chinese Herbal Recognition based on Competitive Attentional Fusion of Multi-hierarchies Pyramid Features. CoRR (2018)
Jin-Hyeok Choi, Yingxue Xu, Takayasu Sakurai
Statistical leakage current reduction in high-leakage environments using locality of block activation in time domain. IEEE J. Solid State Circuits 39 (9) (2004)