Ziwei Niu

According to our database, Ziwei Niu authored at least 21 papers between 2023 and 2026.

Collaborative distances:

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

2026

S²Match: Revisiting Weak-to-Strong Consistency From a Semantic Similarity Perspective for Semi-Supervised Medical Image Segmentation.

Shiao Xie, Hongyi Wang, Ziwei Niu, Hao Sun, Shuyi Ouyang, Yen-Wei Chen, Lanfen Lin

IEEE J. Biomed. Health Informatics, June, 2026

SurgFed: Language-guided Multi-Task Federated Learning for Surgical Video Understanding.

Zheng Fang, Ziwei Niu, Ziyue Wang, Zhu Zhuo, Haofeng Liu, Shuyang Qian, Jun Xia, Yueming Jin

CoRR, March, 2026

CG-DMER: Hybrid Contrastive-Generative Framework for Disentangled Multimodal ECG Representation Learning.

Ziwei Niu, Hao Sun, Shujun Bian, Xihong Yang, Lanfen Lin, Yuxin Liu, Yueming Jin

CoRR, February, 2026

MedVAR: Towards Scalable and Efficient Medical Image Generation via Next-scale Autoregressive Prediction.

Zhicheng He, Yunpeng Zhao, Junde Wu, Ziwei Niu, Zijun Li, Bohan Li, Lanfen Lin, Yueming Jin

CoRR, February, 2026

EICSeg: Universal Medical Image Segmentation via Explicit In-Context Learning.

Shiao Xie, Liangjun Zhang, Ziwei Niu, Fanfan Ye, Qiaoyong Zhong, Di Xie, Yen-Wei Chen, Lanfen Lin

IEEE Trans. Medical Imaging, January, 2026

2025

Multimodal Sentiment Analysis With Mutual Information-Based Disentangled Representation Learning.

Hao Sun, Ziwei Niu, Hongyi Wang, Xinyao Yu, Jiaqing Liu, Yen-Wei Chen, Lanfen Lin

IEEE Trans. Affect. Comput., 2025

EIR-SDG: Explore Invariant Representation for Single-source Domain Generalization in Medical Image Segmentation.

Ziwei Niu, Shiao Xie, Ziyue Wang, Yen-Wei Chen, Yueming Jin, Lanfen Lin

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

EPIC: Efficient Prompt Interaction for Text-Image Classification.

Xinyao Yu, Hao Sun, Zeyu Ling, Ziwei Niu, Zhenjia Bai, Rui Qin, Yen-Wei Chen, Lanfen Lin

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Region-Aware Anchoring Mechanism for Efficient Referring Visual Grounding.

Shuyi Ouyang, Ziwei Niu, Hongyi Wang, Yen-Wei Chen, Lanfen Lin

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Triple-Prompt Controllable Diffusion for Universal Data Augmentation in Medical Image Segmentation.

Shiao Xie, Ke Meng, Hongyi Wang, Liangjun Zhang, Ziwei Niu, Yen-Wei Chen, Lanfen Lin

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

2024

Knowledge Distillation-Based Domain-Invariant Representation Learning for Domain Generalization.

Ziwei Niu, Junkun Yuan, Xu Ma, Yingying Xu, Jing Liu, Yen-Wei Chen, Ruofeng Tong, Lanfen Lin

IEEE Trans. Multim., 2024

SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation.

Shiao Xie, Hongyi Wang, Ziwei Niu, Hao Sun, Shuyi Ouyang, Yen-Wei Chen, Lanfen Lin

CoRR, 2024

Spatio-Temporal Fluid Dynamics Modeling via Physical-Awareness and Parameter Diffusion Guidance.

Hao Wu, Fan Xu, Yifan Duan, Ziwei Niu, Weiyan Wang, Gaofeng Lu, Kun Wang, Yuxuan Liang, Yang Wang

CoRR, 2024

Memory-Inspired Temporal Prompt Interaction for Text-Image Classification.

Xinyao Yu, Hao Sun, Ziwei Niu, Rui Qin, Zhenjia Bai, Yen-Wei Chen, Lanfen Lin

CoRR, 2024

IRLSG: Invariant Representation Learning for Single-Domain Generalization in Medical Image Segmentation.

Ziwei Niu, Hao Sun, Shuyi Ouyang, Shiao Xie, Yen-Wei Chen, Ruofeng Tong, Lanfen Lin

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Modality-invariant and Specific Prompting for Multimodal Human Perception Understanding.

Hao Sun, Ziwei Niu, Xinyao Yu, Jiaqing Liu, Yen-Wei Chen, Lanfen Lin

CoRR, 2023

IS2Net: Intra-domain Semantic and Inter-domain Style Enhancement for Semi-supervised Medical Domain Generalization.

Shiao Xie, Ziwei Niu, Huimin Huang, Hao Sun, Rui Qin, Yen-Wei Chen, Lanfen Lin

Proceedings of the 31st ACM International Conference on Multimedia, 2023

HSVLT: Hierarchical Scale-Aware Vision-Language Transformer for Multi-Label Image Classification.

Shuyi Ouyang, Hongyi Wang, Ziwei Niu, Zhenjia Bai, Shiao Xie, Yingying Xu, Ruofeng Tong, Yen-Wei Chen, Lanfen Lin

Proceedings of the 31st ACM International Conference on Multimedia, 2023

SLViT: Scale-Wise Language-Guided Vision Transformer for Referring Image Segmentation.

Shuyi Ouyang, Hongyi Wang, Shiao Xie, Ziwei Niu, Ruofeng Tong, Yen-Wei Chen, Lanfen Lin

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

MedFCT: A Frequency Domain Joint CNN-Transformer Network for Semi-supervised Medical Image Segmentation.

Shiao Xie, Huimin Huang, Ziwei Niu, Lanfen Lin, Yen-Wei Chen

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

MCKD: Mutually Collaborative Knowledge Distillation For Federated Domain Adaptation And Generalization.

Ziwei Niu, Hongyi Wang, Hao Sun, Shuyi Ouyang, Yen-Wei Chen, Lanfen Lin

Proceedings of the IEEE International Conference on Acoustics, 2023