Siyang Feng

According to our database, Siyang Feng authored at least 15 papers between 2021 and 2026.

Collaborative distances:

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

2026

Wave-Aware Weakly Supervised Histopathological Tissue Segmentation With Cross-Scale Logits Distillation.

Siyang Feng, Hualong Zhang, Xianjing Zhao, Liting Shi, Zhenbing Liu, Rushi Lan, Lei Shi, Xipeng Pan

IEEE Trans. Medical Imaging, April, 2026

CNN and transformer feature adaptive fusion for image segmentation with imbalanced weight information.

Hongxiang Peng, Xinjun Bian, Siyang Feng, Jiale Chen, Mingwei Chen, Xipeng Pan, Lingqiao Li, Yang Zheng, Ruojie Zhang

Signal Image Video Process., April, 2026

Long-Tailed and Inter-Class Homogeneity Matters in Multi-Class Weakly Supervised Tissue Segmentation of Histopathology Images.

Siyang Feng, Xipeng Pan, Huadeng Wang, Zhenbing Liu, Weidong Zhang, Rushi Lan

IEEE Trans. Image Process., 2026

Federated semi-supervised medical image segmentation with temporal fluctuation aggregation and pseudo-label relation mining.

Junchang Kuang, Xinjun Bian, Siyang Feng, Shufang Pei, Zhenbing Liu, Rushi Lan, Xipeng Pan

Pattern Recognit., 2026

2025

Multi-layer Feature Fusion and Coarse-to-fine Label Learning for Semi-supervised Lesion Segmentation of Lung Cancer.

Jiale Chen, Siyang Feng, Yanfen Cui, Chuansong Fan, Huan Lin, Xinjun Bian, Lingqiao Li, Zhenbing Liu, Zaiyi Liu, Rushi Lan, Xipeng Pan

Knowl. Based Syst., 2025

Uncertainty-guided cross teaching semi-supervised framework for histopathology image segmentation with curriculum self-training.

Rui Xu, Nan Zhou, Siyang Feng, Zhenbing Liu, Huahu Deng, Yajun An, Jian Li, Chu Han, Zaiyi Liu, Rushi Lan, Cheng Lu, Xipeng Pan

Appl. Soft Comput., 2025

Edge-Semantic Synergy Fusion and Adaptive Noise-Aware for Weakly Supervised Pathological Tissue Segmentation.

Hualong Zhang, Siyang Feng, Zihan Huan, Huadeng Wang, Zhenbing Liu, Rushi Lan, Xipeng Pan

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

Weakly Supervised Gland Segmentation with Class Semantic Consistency and Purified Labels Filtration.

Siyang Feng, Huadeng Wang, Chu Han, Zhenbing Liu, Hualong Zhang, Rushi Lan, Xipeng Pan

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

CA-MLIF: Cross-Attention and Multimodal Low-Rank Interaction Fusion Framework for Tumor Prognostic Prediction.

Yajun An, Jiale Chen, Huan Lin, Zhenbing Liu, Siyang Feng, Hualong Zhang, Rushi Lan, Zaiyi Liu, Xipeng Pan

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

LesionMix data enhancement and entropy minimization for semi-supervised lesion segmentation of lung cancer.

Xipeng Pan, Mingwei Chen, Huan Lin, Xinjun Bian, Siyang Feng, Jiale Chen, Lin Wang, Xin Chen, Zaiyi Liu, Rushi Lan

Appl. Soft Comput., 2024

Mining Gold from the Sand: Weakly Supervised Histological Tissue Segmentation with Activation Relocalization and Mutual Learning.

Siyang Feng, Jiale Chen, Zhenbing Liu, Wentao Liu, Zimin Wang, Rushi Lan, Xipeng Pan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

EOFD-Net: Edge Optimization and Feature Denoising for Weakly Supervised Deep Nuclei Segmentation with Point Annotations.

Xipeng Pan, Feihu Hou, Zhenbing Liu, Siyang Feng, Rushi Lan

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Dual Branch Fusion Network for Pathological Image Classification with Extreme Different Image Size.

Shilong Song, Zhengyun Feng, Mingwei Chen, Xinjun Bian, Jiale Chen, Siyang Feng, Xipeng Pan

Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

2021

Three Survival-Related Genes of Esophageal Squamous Cell Carcinoma Identified by Weighted Gene Coexpression Network Analysis.

Di Lu, He Wang, Xuanzhen Wu, Jianxue Zhai, Xiguang Liu, Xiaoying Dong, Siyang Feng, Xiaoshun Shi, Jianjun Jiang, Zhizhi Wang, Zhiming Chen, Shuhua Zhao, Jinhua Zhong, Gang Xiong, Hua Wu, Haofei Wang, Kaican Cai

Complex., 2021

The first comprehensive database of germline pathogenic variants in East Asian cancer patients.

Xiaoshun Shi, Ruidong Li, Jianxue Zhai, Allen Menglin Chen, Kailing Huang, Zhouxia Zheng, Zhuona Chen, Xiaoyin Dong, Xiguang Liu, Di Lu, Siyang Feng, Dingwei Diao, Pengfei Ren, Zhaoguo Liu, Grant Morahan, Kaican Cai

Database J. Biol. Databases Curation, 2021