Publications

Full list of publications can be found on Google Scholar.

TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model
Meilong Xu, Saumya Gupta, Xiaoling Hu, Chen Li, Shahira Abousamra, Dimitris Samaras, Prateek Prasanna, Chao Chen.
CVPR 2025. [code]

Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency
Meilong Xu, Xiaoling Hu, Saumya Gupta, Shahira Abousamra, Chao Chen
ECCV 2024. [code] [poster] [slide]

Before Ph.D.

Infrared and visible image fusion via parallel scene and texture learning
Meilong Xu, Linfeng Tang, Hao Zhang, Jiayi Ma
Pattern Recognition 2022. [code]

STDFusionNet: An Infrared and Visible Image Fusion Network Based on Salient Target Detection
Jiayi Ma, Linfeng Tang, Meilong Xu, Hao Zhang, Guobao Xiao
IEEE Transactions on Instrumentation and Measurement 2021. [code]

Preprint

RankByGene: Gene-Guided Histopathology Representation Learning Through Cross-Modal Ranking Consistency
Wentao Huang, Meilong Xu, Xiaoling Hu, Shahira Abousamra, Aniruddha Ganguly, Saarthak Kapse, Alisa Yurovsky, Prateek Prasanna, Tahsin Kurc, Joel Saltz, Michael L. Miller, Chao Chen