Hongxia Xu

Researcher, Phamacy, Zhejiang University

Joined

September 2023

Names

Hongxia Xu (Preferred)

Emails

****@zju.edu.cn (Confirmed)

Personal Links

Career & Education History

Researcher

Phamacy, Zhejiang University (zju.edu.cn)

2023 – Present

Postdoc

Phamacy, Zhejiang University (zju.edu.cn)

2019 – 2023

PhD student

Chemical Engineering, Zhejiang University (zju.edu.cn)

2014 – 2019

Advisors, Relations & Conflicts

Coworker

Jintai Chen

2023 – Present

Postdoc Advisor

Jian Wu

2021 – 2023

Expertise

AIDD

2023 – Present

Publications

MoL: Adaptive Mixture-of-Length Reasoning for Efficient Question Answering with Context
Guocong Li, Jinjian Zhang, Ping Wang, Dongnan Liu, Tian Liang, Qiuyi Qi, Hao Huang, Siyan Guo, Mutian Bao, Wei Zhou, Linjian Mo, Hongxia Xu, Jian Wu
- ICLR 2026 Poster
- Readers: Everyone
STORM: Benchmarking Visual Rating of MLLMs with a Comprehensive Ordinal Regression Dataset
Jinhong Wang, Shuo Tong, Yixuan Wu, Jian liu, Dongqi Tang, Jintai Chen, Haochao Ying, Hongxia Xu, Danny Z Chen, Jian Wu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
CoLA: Co-Calibrated Logit Adjustment for Long-Tailed Semi-Supervised Learning
Qian Shao, Qiyuan Chen, Jiahe Chen, Zepeng Li, Qianqian Tang, Hongxia Xu, Jian Wu
- ICLR 2026 Poster
- Readers: Everyone
OmniFuse: A general modality fusion framework for multi-modality learning on low-quality medical data
Yixuan Wu, Jintai Chen, Lianting Hu, Hongxia Xu, Huiying Liang, Jian Wu
- Inf. Fusion 2025
- Readers: Everyone
Few-shot segmentation based on multi-level and cross-scale clustering
Shuai Yuan, Junhai Qiu, Hongxia Xu, Yan Zhang, Jiaxing Zhang
- Connect. Sci. 2024
- Readers: Everyone
A Joint Mask-Augmented Adaptive Scale Alignment and Periodicity-Aware Method for Cardiac Function Assessment in Healthcare Consumer Electronics
Xiaoxian Yang, Qi Wang, Zhifeng Wang, Hongxia Xu, Lingchao Chen, Honghao Gao
- IEEE Trans. Consumer Electron. 2024
- Readers: Everyone
Polygonal Approximation Learning for Convex Object Segmentation in Biomedical Images With Bounding Box Supervision
Wenhao Zheng, Jintai Chen, Kai Zhang, Jiahuan Yan, Jinhong Wang, Yi Cheng, Bang Du, Danny Z. Chen, Honghao Gao, Jian Wu, Hongxia Xu
- IEEE J. Biomed. Health Informatics 2024
- Readers: Everyone
LIFTED: Multimodal Mixture-of-Experts for Clinical Trial Outcome Prediction
Wenhao Zheng, Dongshen Peng, Hongxia Xu, Yun Li, Hongtu Zhu, Tianfan Fu, Huaxiu Yao
- ICML 2024 FM-Wild Workshop Poster
- Readers: Everyone
Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection
Qian Shao, Jiangrui Kang, Qiyuan Chen, Zepeng Li, Hongxia Xu, Yiwen Cao, JIAJUAN LIANG, Jian Wu
- NeurIPS 2024 poster
- Readers: Everyone
Making Pre-trained Language Models Great on Tabular Prediction
Jiahuan Yan, Bo Zheng, Hongxia Xu, Yiheng Zhu, Danny Chen, Jimeng Sun, Jian Wu, Jintai Chen
- 11 Feb 2024
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 37 publications

Co-Authors

View all 113 co-authors