Preprints
Notation: # indicates co-first authorship, ^ indicates co-second authorship, * denotes corresponding author.
Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images
Cheng Jin#, Fengtao Zhou#, Yunfang Yu#, Jiabo Ma, Yihui Wang, Yingxue Xu, Huajun Zhou, Hao Jiang, Luyang Luo, Luhui Mao, Zifan He, Xiuming Zhang, Jing Zhang, Ronald Chan, Herui Yao*, Hao Chen*
arXiv preprint, 2025
PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology
Jiabo Ma#, Yingxue Xu#, Fengtao Zhou#, Yihui Wang^, Cheng Jin^, Zhengrui Guo^, Jianfeng Wu, On Ki Tang, Huajun Zhou, Xi Wang, Luyang Luo, Zhengyu Zhang, Du Cai, Zizhao Gao, Wei Wang, Yueping Liu, Jiankun He, Jing Cui, Zhenhui Li, Jing Zhang, Feng Gao*, Xiuming Zhang*, Li Liang*, Ronald Cheong Kin Chan*, Zhe Wang*, Hao Chen*
arXiv preprint, 2025
Generalizable Cervical Cancer Screening via Large-scale Pretraining and Test-Time Adaptation
Hao Jiang#, Cheng Jin#, Huangjing Lin#, Yanning Zhou, Xi Wang, Jiabo Ma, Li Ding, Jun Hou, Runsheng Liu, Zhizhong Chai, Luyang Luo, Huijuan Shi, Yinling Qian, Qiong Wang, Changzhong Li, Anjia Han*, Ronald Cheong Kin Chan*, Hao Chen*
arXiv preprint, 2025
Conference Papers
GameGen-X: Interactive Open-world Game Video Generation
Haoxuan Che#, Xuanhua He#, Quande Liu*, Cheng Jin, Hao Chen*
ICLR 2025 (Poster Acceptance)
SpanConv: A New Convolution via Spanning Kernel Space for Lightweight Pansharpening
Zhi-Xuan Chen, Cheng Jin, Tian-Jing Zhang, Xiao Wu, Liang-Jian Deng*
IJCAI-ECAI 2022 (Long Oral Acceptance, Top 3.75%)
Journal Papers
Development and validation of an artificial intelligence system for triple-negative breast cancer identification and prognosis prediction: a multicentre retrospective study
Xiu-Ming Zhang#, Hua-Jun Zhou#, Qing Chen#, Xi Wang#, Yu-Juan Fu#, Cheng Jin, Feng-Tao Zhou, Jing-Ping Wang, Qiu-Yu Cai, Ji-Li Wang, Bo Luo, Mao-Tong Hu, Cai-Yun Yao, Xia Yang, Ya-Li Xu*, Jing Zhang*, Hao Chen*
eClinicalMedicine (Impact Factor: 10.0), 2025
A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model
Yingxue Xu#, Yihui Wang#, Fengtao Zhou#, Jiabo Ma, Cheng Jin, Shu Yang, Jinbang Li, Zhengyu Zhang, Chenglong Zhao, Huajun Zhou, Zhenhui Li, Huangjing Lin, Xin Wang, Jiguang Wang, Anjia Han, Ronald Cheong Kin Chan, Li Liang, Xiuming Zhang, Hao Chen*
Nature Communications (Impact Factor: 15.7), 2025
NC
Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation
Jiabo Ma#, Zhengrui Guo#, Fengtao Zhou, Yihui Wang, Yingxue Xu, Jinbang Li, Fang Yan, Yu Cai, Zhengjie Zhu, Cheng Jin, Yi Lin, Xinrui Jiang, Anjia Han, Zhenhui Li, Ronald Cheong Kin Chan, Jiguang Wang, Peng Fei, Kwang-Ting Cheng, Shaoting Zhang*, Li Liang*, Hao Chen*
Nature Biomedical Engineering (Impact Factor: 26.3), 2025
Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole Slide Image Classification
Renao Yan, Qiehe Sun, Cheng Jin, Yiqing Liu, Yonghong He, Tian Guan, Hao Chen*
IEEE Transactions on Medical Imaging (Impact Factor: 9.8), 2024
Laplacian pyramid networks: A new approach for multispectral pansharpening
Cheng Jin, Liang-Jian Deng*, Ting-Zhu Huang, Gemine Vivone
Information Fusion (Impact Factor: 15.5), 2021
Detail Injection-Based Deep Convolutional Neural Networks for Pansharpening
Liang-Jian Deng, Gemine Vivone*, Cheng Jin and Jocelyn Chanussot
IEEE Transactions on Geoscience and Remote Sensing, 2020
ESI Highly Cited Paper, ESI Hot Paper
Talks
Dialyzer Modeling for Computer Fluid Dynamics Analysis
PM3 Workshop, 2021
This talk reports on the progress of my Mitacs GRI Internship focused on dialyzer modeling for computer fluid dynamics analysis. The project aims to construct an effective mathematical module for substance transfer between the dialyzer and blood.