Cong Cong

According to our database, Cong Cong authored at least 27 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Federated Distillation for Whole Slide Image via Gaussian-Mixture Feature Alignment and Curriculum Integration.

Luru Jing, Cong Cong, Yanyuan Chen, Yongzhi Cao

CoRR, May, 2026

SHAPE: Structure-aware Hierarchical Unsupervised Domain Adaptation with Plausibility Evaluation for Medical Image Segmentation.

Linkuan Zhou, Yinghao Xia, Yufei Shen, Xiangyu Li, Wenjie Du, Cong Cong, Leyi Wei, Ran Su, Qiangguo Jin

CoRR, March, 2026

Visual Prompt-Agnostic Evolution.

Junze Wang, Lei Fan, Dezheng Zhang, Weipeng Jing, Donglin Di, Yang Song, Sidong Liu, Cong Cong

CoRR, January, 2026

Slide-aware deep feature prompting for enhanced whole slide image classification.

Cong Cong, Yang Song, Antonio Di Ieva, Qiangguo Jin, Lei Fan, Angela Chou, Anthony J. Gill, Sidong Liu

Expert Syst. Appl., 2026

2025

CMI-MTL: Cross-Mamba interaction based multi-task learning for medical visual question answering.

Qiangguo Jin, Xianyao Zheng, Hui Cui, Changming Sun, Yuqi Fang, Cong Cong, Ran Su, Leyi Wei, Ping Xuan, Junbo Wang

CoRR, November, 2025

ERSR: An Ellipse-constrained pseudo-label refinement and symmetric regularization framework for semi-supervised fetal head segmentation in ultrasound images.

Linkuan Zhou, Zhexin Chen, Yufei Shen, Junlin Xu, Ping Xuan, Yixin Zhu, Yuqi Fang, Cong Cong, Leyi Wei, Ran Su, Jia Zhou, Qiangguo Jin

CoRR, August, 2025

Iterative pseudo-labeling based adaptive copy-paste supervision for semi-supervised tumor segmentation.

Qiangguo Jin, Hui Cui, Junbo Wang, Changming Sun, Yimiao He, Ping Xuan, Linlin Wang, Cong Cong, Leyi Wei, Ran Su

Knowl. Based Syst., 2025

FMM-Diff: A Feature Mapping and Merging Diffusion Model for MRI Generation with Missing Modality.

Wenjin Zhong, Cong Cong, Zihan Wang, Zeya Yan, Antonio Di Ieva, Sidong Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing Modalities.

Junze Wang, Lei Fan, Weipeng Jing, Donglin Di, Yang Song, Sidong Liu, Cong Cong

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

FedWSIDD: Federated Whole Slide Image Classification via Dataset Distillation.

Haolong Jin, Shenglin Liu, Cong Cong, Qingmin Feng, Yongzhi Liu, Lina Huang, Yingzi Hu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Multi-Sequence MRI to Multi-Tracer Pet Generation via Diffusion Model.

Wenjin Zhong, Cong Cong, Ghasem Azemi, Mehnaz Tabassum, Antonio Di Ieva, Sidong Liu

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Cross-Stain Contrastive Learning for Paired Immunohistochemistry and Histopathology Slide Representation Learning.

Yizhi Zhang, Lei Fan, Zhulin Tao, Donglin Di, Yang Song, Sidong Liu, Cong Cong

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

ADSA-Net: Addressing Intra- and Inter-Class Variabilities for Severity Assessment of Atopic Dermatitis.

Qiangguo Jin, Xurong Chen, Hui Cui, Changming Sun, Youpeng Deng, Cong Cong, Yuqi Fang, Ran Su, Leyi Wei, Xiaoqing Zhao

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

Adaptive Clustering for EGFR Amplification Prediction in Glioblastoma: A Variational Autoencoder-Dirichlet Bayesian Gaussian Approach.

Homay Danaei Mehr, Cong Cong, Imran Noorani, Antonio Di Ieva, Sidong Liu

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

2024

Computer Vision in Histopathology Image Analysis: Preprocessing and Classification.

Cong Cong

PhD thesis, 2024

Adaptive unified contrastive learning with graph-based feature aggregator for imbalanced medical image classification.

Cong Cong, Sidong Liu, Priyanka Rana, Maurice Pagnucco, Antonio Di Ieva, Shlomo Berkovsky, Yang Song

Expert Syst. Appl., 2024

Dataset Distillation for Histopathology Image Classification.

Cong Cong, Shiyu Xuan, Sidong Liu, Maurice Pagnucco, Shiliang Zhang, Yang Song

CoRR, 2024

Correction-based Defense Against Adversarial Video Attacks via Discretization-Enhanced Video Compressive Sensing.

Wei Song, Cong Cong, Haonan Zhong, Jingling Xue

Proceedings of the 33rd USENIX Security Symposium, 2024

Domain Generalised Cell Nuclei Segmentation in Histopathology Images Using Domain-Aware Curriculum Learning and Colour-Perceived Meta Learning.

Kunzi Xie, Ruoyu Guo, Cong Cong, Maurice Pagnucco, Yang Song

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Decoupled Optimisation for Long-Tailed Visual Recognition.

Cong Cong, Shiyu Xuan, Sidong Liu, Shiliang Zhang, Maurice Pagnucco, Yang Song

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Multi-scale multi-reception attention network for bone age assessment in X-ray images.

Zhichao Yang, Cong Cong, Maurice Pagnucco, Yang Song

Neural Networks, January, 2023

2022

Colour adaptive generative networks for stain normalisation of histopathology images.

Cong Cong, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, Shlomo Berkovsky, Yang Song

Medical Image Anal., 2022

Adaptive Unified Contrastive Learning for Imbalanced Classification.

Cong Cong, Yixing Yang, Sidong Liu, Maurice Pagnucco, Antonio Di Ieva, Shlomo Berkovsky, Yang Song

Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

Imbalanced Histopathology Image Classification Using Deep Feature Graph Attention Network.

Cong Cong, Yixing Yang, Sidong Liu, Maurice Pagnucco, Yang Song

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021

Semi-supervised Adversarial Learning for Stain Normalisation in Histopathology Images.

Cong Cong, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, Shlomo Berkovsky, Yang Song

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Texture Enhanced Generative Adversarial Network For Stain Normalisation In Histopathology Images.

Cong Cong, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, Shlomo Berkovsky, Yang Song

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

Towards Enforcing Social Distancing Regulations with Occlusion-Aware Crowd Detection.

Cong Cong, Zhichao Yang, Yang Song, Maurice Pagnucco

Proceedings of the 16th International Conference on Control, 2020