Jian Zhang

According to our database, Jian Zhang authored at least 36 papers between 2020 and 2026.

Collaborative distances:

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

2026

Towards the Connection between Activation Sparsity and Flat Minima.

Ze Peng, Jian Zhang, Lei Qi, Yang Gao, Yinghuan Shi

CoRR, May, 2026

Are Tools Always Beneficial? Learning to Invoke Tools Adaptively for Dual-Mode Multimodal LLM Reasoning.

Qinghe Ma, Zhen Zhao, Yiming Wu, Jian Zhang, Lei Bai, Yinghuan Shi

CoRR, May, 2026

StableMind: Source-Free Cross-Subject fMRI Decoding with Regularized Adaptation.

Jintao Guo, Lin Wang, Shumeng Li, Jian Zhang, Yulin Zhou, Luyang Cao, Hairong Zheng, Yinghuan Shi

CoRR, May, 2026

One Token, Two Fates: A Unified Framework via Vision Token Manipulation Against MLLMs Hallucination.

Zhan Fa, Yue Duan, Jian Zhang, Lei Qi, Yinghuan Shi

CoRR, March, 2026

Duala: Dual-Level Alignment of Subjects and Stimuli for Cross-Subject fMRI Decoding.

Shumeng Li, Jintao Guo, Jian Zhang, Yulin Zhou, Luyang Cao, Yinghuan Shi

CoRR, March, 2026

Diversity-Enhanced Collaborative Mamba for Semi-Supervised Medical Image Segmentation.

Shumeng Li, Jian Zhang, Lei Qi, Luping Zhou, Yinghuan Shi, Yang Gao

IEEE Trans. Medical Imaging, February, 2026

When Shared Knowledge Hurts: Spectral Over-Accumulation in Model Merging.

Yayuan Li, Ze Peng, Jian Zhang, Jintao Guo, Yue Duan, Yinghuan Shi

CoRR, February, 2026

A hybrid dual-augmentation constraint framework for single-source domain generalization in medical image segmentation.

Ruofan Wang, Jintao Guo, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi

Pattern Recognit., 2026

Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA.

Zhan Fa, Yue Duan, Jian Zhang, Lei Qi, Wanqi Yang, Yinghuan Shi

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

MAGIC: Achieving Superior Model Merging via Magnitude Calibration.

Yayuan Li, Jian Zhang, Jintao Guo, Zihan Cheng, Lei Qi, Yinghuan Shi, Yang Gao

CoRR, December, 2025

Unleashing the Power of Intermediate Domains for Mixed Domain Semi-Supervised Medical Image Segmentation.

Qinghe Ma, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao

IEEE Trans. Medical Imaging, November, 2025

On the Implicit Adversariality of Catastrophic Forgetting in Deep Continual Learning.

Ze Peng, Jian Zhang, Jintao Guo, Lei Qi, Yang Gao, Yinghuan Shi

CoRR, October, 2025

Mamba-Sea: A Mamba-Based Framework With Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation.

Zihan Cheng, Jintao Guo, Jian Zhang, Lei Qi, Luping Zhou, Yinghuan Shi, Yang Gao

IEEE Trans. Medical Imaging, September, 2025

Towards Perfection: Building Inter-component Mutual Correction for Retinex-based Low-light Image Enhancement.

Luyang Cao, Han Xu, Jian Zhang, Lei Qi, Jiayi Ma, Yinghuan Shi, Yang Gao

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

Fusing Dual Encoders: Single-Source Domain Generalization with Extremely Few Annotations.

Ruofan Wang, Jintao Guo, Jian Zhang, Lei Qi, Yinghuan Shi

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

GA-SAM: Geometry-Aware SAM Adaptation with Sparse Annotation-Driven Point Cloud Completion.

Shumeng Li, Jian Zhang, Lei Qi, Yinghuan Shi

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

Leveraging Flatness to Improve Information-Theoretic Generalization Bounds for SGD.

Ze Peng, Jian Zhang, Yisen Wang, Lei Qi, Yinghuan Shi, Yang Gao

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild.

Haoran Wang, Zekun Li, Jian Zhang, Lei Qi, Yinghuan Shi

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

Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd Counting.

Maochen Yang, Zekun Li, Jian Zhang, Lei Qi, Yinghuan Shi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization.

Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation.

Qinghe Ma, Jian Zhang, Zekun Li, Lei Qi, Qian Yu, Yinghuan Shi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Exploring Flat Minima for Domain Generalization With Large Learning Rates.

Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

IEEE Trans. Knowl. Data Eng., November, 2024

Domain generalization via Inter-domain Alignment and Intra-domain Expansion.

Jiajun Hu, Lei Qi, Jian Zhang, Yinghuan Shi

Pattern Recognit., February, 2024

Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image Segmentation.

Zhan Fa, Shumeng Li, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi

CoRR, 2024

The Devil Is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation.

Muyang Qiu, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao

Proceedings of the Computer Vision - ECCV 2024, 2024

Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization.

Jiajun Hu, Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

Proceedings of the Computer Vision - ECCV 2024, 2024

Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation.

Qinghe Ma, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization.

Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DomainAdaptor: A Novel Approach to Test-time Adaptation.

Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Inconsistency-Aware Uncertainty Estimation for Semi-Supervised Medical Image Segmentation.

Yinghuan Shi, Jian Zhang, Tong Ling, Jiwen Lu, Yefeng Zheng, Qian Yu, Lei Qi, Yang Gao

IEEE Trans. Medical Imaging, 2022

Generalizable model-agnostic semantic segmentation via target-specific normalization.

Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

Pattern Recognit., 2022

A time-incorporated SOFA score-based machine learning model for predicting mortality in critically ill patients: A multicenter, real-world study.

Yang Liu, Kun Gao, Hongbin Deng, Tong Ling, Jiajia Lin, Xianqiang Yu, Xiangwei Bo, Jing Zhou, Lin Gao, Peng Wang, Jiajun Hu, Jian Zhang, Zhihui Tong, Yuxiu Liu, Yinghuan Shi, Lu Ke, Yang Gao, Weiqin Li

Int. J. Medical Informatics, 2022

MVDG: A Unified Multi-view Framework for Domain Generalization.

Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

More is Better: A Novel Multi-view Framework for Domain Generalization.

Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

CoRR, 2021

Interactive medical image segmentation via a point-based interaction.

Jian Zhang, Yinghuan Shi, Jinquan Sun, Lei Wang, Luping Zhou, Yang Gao, Dinggang Shen

Artif. Intell. Medicine, 2021

2020

Generalizable Semantic Segmentation via Model-agnostic Learning and Target-specific Normalization.

Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

CoRR, 2020