Shiqiang Ma

According to our database, Shiqiang Ma authored at least 26 papers between 2011 and 2026.

Collaborative distances:

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

2026

EdgeCLIP: Injecting Edge-Awareness Into Visual-Language Models for Zero-Shot Semantic Segmentation.

Jiaxiang Fang, Shiqiang Ma, Guihua Duan, Fei Guo, Shengfeng He

IEEE Trans. Circuits Syst. Video Technol., March, 2026

Make Foundation Models Trustworthy Again: Causal Fine-Adaptation for Medical Image Segmentation.

Hongpeng Yang, Yingxin Chen, Shiqiang Ma, Fei Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Closer to Biological Mechanism: Drug-Drug Interaction Prediction from the Perspective of Pharmacophore.

Mingliang Dou, Linfeng Wen, Jinyang Xie, Jijun Tang, Shiqiang Ma, Fei Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Piercing the Fog: Disentangling Key Features for Vision Models in Multi-Degradation Scenarios.

Siyu Chen, Shiqiang Ma, Fei Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

PharmaQA: Prompt-Based Molecular Representation Learning via Pharmacophore-Oriented Question Answering.

Chengwei Ai, Qiaozhen Meng, Mengwei Sun, Ruihan Dong, Hongpeng Yang, Shiqiang Ma, Xiaoyi Liu, Cheng Liang, Fei Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

MPCM-RRG: Multi-modal Prompt Collaboration Mechanism for Radiology Report Generation.

Yumian Yu, Guoheng Huang, Zhe Tan, Jiahui Shi, Ming Li, Chi-Man Pun, Fuchen Zheng, Shiqiang Ma, Shuqiang Wang, Long He

J. Biomed. Informatics, 2025

Unlocking Dark Vision Potential for Medical Image Segmentation.

Hongpeng Yang, Xiangyu Hu, Yingxin Chen, Siyu Chen, Srihari Nelakuditi, Yan Tong, Shiqiang Ma, Fei Guo

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Self-Support Prototype-Aware For Few-Shot Semantic Segmentation.

Jiaxiang Fang, Shiqiang Ma, Shengfeng He, Fei Guo

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Beyond Slice-by-Slice: 3D Lesion Segmentation via Cross-Frame Prediction.

Hongpeng Yang, Yingxin Chen, Xiangyu Hu, Srihari Nelakuditi, Yan Tong, Shiqiang Ma, Fei Guo

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

MultiPepDec: Decoupled Prompt Learning for Multi-Activity Therapeutic Peptides.

Xingdan Wang, Diya Zhang, Chengwei Ai, Shiqiang Ma, Qiaozhen Meng, Junwen Duan, Fei Guo

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

MolInterAct: Multiscale Cross-Modal Interaction for Robust Molecular Representation Learning.

Mengwei Sun, Chengwei Ai, Diya Zhang, Xiaoyi Liu, Qiaozhen Meng, Shiqiang Ma, Fei Guo

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

2024

TranSiam: Aggregating multi-modal visual features with locality for medical image segmentation.

Xuejian Li, Shiqiang Ma, Junhai Xu, Jijun Tang, Shengfeng He, Fei Guo

Expert Syst. Appl., March, 2024

Aggregate-aware model with bidirectional edge generation for medical image segmentation.

Shiqiang Ma, Xuejian Li, Jijun Tang, Fei Guo

Appl. Soft Comput., 2024

SiamSegNet: A multimodal Segmentation Method Based on Cross-modal Generation for Medical Image Segmentation.

Shiqiang Ma, Fei Guo, Jijun Tang

Proceedings of the Database Systems for Advanced Applications, 2024

2023

MixUNet: Mix the 2D and 3D Models for Robust Medical Image Segmentation.

Jiawei Li, Shizhan Chen, Shiqiang Ma, Fei Guo, Jijun Tang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

EAA-Net: Rethinking the Autoencoder Architecture with Intra-class Features for Medical Image Segmentation.

Shiqiang Ma, Xuejian Li, Jijun Tang, Fei Guo

CoRR, 2022

TranSiam: Fusing Multimodal Visual Features Using Transformer for Medical Image Segmentation.

Xuejian Li, Shiqiang Ma, Jijun Tang, Fei Guo

CoRR, 2022

Inferring gene regulatory network via fusing gene expression image and RNA-seq data.

Xuejian Li, Shiqiang Ma, Jin Liu, Jijun Tang, Fei Guo

Bioinform., 2022

Multi-scale Neighborhood Attention Transformer on U-Net for Medical Image Segmentation.

Nanxing Zhang, Shiqiang Ma, Xuejian Li, Jiahui Zhang, Jijun Tang, Fei Guo

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

A Zero-Shot Method for 3D Medical Image Segmentation.

Shiqiang Ma, Xuejian Li, Jijun Tang, Fei Guo

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

GEU-Net: Rethinking the information transmission in the skip connection of U-Net architecture.

Shiqiang Ma, Xuejian Li, Zehua Zhang, Jijun Tang, Fei Guo

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

MIASNet: A medical image segmentation method predicting future based on past and current cases.

Shiqiang Ma, Xuejian Li, Jijun Tang, Fei Guo

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

A Deep Supervision CNN Network for Brain Tumor Segmentation.

Shiqiang Ma, Zehua Zhang, Jiaqi Ding, Xuejian Li, Jijun Tang, Fei Guo

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

Melanoma Classification in Dermoscopy Images via Ensemble Learning on Deep Neural Network.

Jie Song, Jiawei Li, Shiqiang Ma, Jijun Tang, Fei Guo

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2018

The impact of fear of the sea on working memory performance: a research based on virtual reality.

Dandan Pan, Qing Xu, Shiqiang Ma, Kunlong Zhang

Proceedings of the 24th ACM Symposium on Virtual Reality Software and Technology, 2018

2011

Research of Fault Diagnosis on Numerically-Controlled System.

Qinghua Li, Chunshan He, Shiqiang Ma

Proceedings of the Advances in Computer Science, 2011