Jian Zhang

49 papers A* 9Journal 35Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
A hybrid dual-augmentation constraint framework for single-source domain generalization in medical image segmentation.
Pattern Recognit.
Ruofan Wang, Jintao Guo, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi
2026 A* conf
Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA.
AAAI
Zhan Fa, Yue Duan, Jian Zhang, Lei Qi, Wanqi Yang, Yinghuan Shi
2026 J jnl
Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA.
CoRR
Zhan Fa, Yue Duan, Jian Zhang, Lei Qi, Wanqi Yang, Yinghuan Shi
2026 J jnl
Diversity-Enhanced Collaborative Mamba for Semi-Supervised Medical Image Segmentation.
IEEE Trans. Medical Imaging
Shumeng Li, Jian Zhang, Lei Qi, Luping Zhou, Yinghuan Shi, Yang Gao
2026 J jnl
Duala: Dual-Level Alignment of Subjects and Stimuli for Cross-Subject fMRI Decoding.
CoRR
Shumeng Li, Jintao Guo, Jian Zhang, Yulin Zhou, Luyang Cao, Yinghuan Shi
2026 J jnl
Leveraging Flatness to Improve Information-Theoretic Generalization Bounds for SGD.
CoRR
Ze Peng, Jian Zhang, Yisen Wang, Lei Qi, Yinghuan Shi, Yang Gao
2026 J jnl
One Token, Two Fates: A Unified Framework via Vision Token Manipulation Against MLLMs Hallucination.
CoRR
Zhan Fa, Yue Duan, Jian Zhang, Lei Qi, Yinghuan Shi
2026 J jnl
When Shared Knowledge Hurts: Spectral Over-Accumulation in Model Merging.
CoRR
Yayuan Li, Ze Peng, Jian Zhang, Jintao Guo, Yue Duan, Yinghuan Shi
2025 A* conf
Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization.
CVPR
Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi
2025 J jnl
Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization.
CoRR
Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi
2025 J jnl
Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild.
CoRR
Haoran Wang, Zekun Li, Jian Zhang, Lei Qi, Yinghuan Shi
2025 J jnl
Diversity-enhanced Collaborative Mamba for Semi-supervised Medical Image Segmentation.
CoRR
Shumeng Li, Jian Zhang, Lei Qi, Luping Zhou, Yinghuan Shi, Yang Gao
2025 — conf
Fusing Dual Encoders: Single-Source Domain Generalization with Extremely Few Annotations.
MICCAI (6)
Ruofan Wang, Jintao Guo, Jian Zhang, Lei Qi, Yinghuan Shi
2025 — conf
GA-SAM: Geometry-Aware SAM Adaptation with Sparse Annotation-Driven Point Cloud Completion.
MICCAI (8)
Shumeng Li, Jian Zhang, Lei Qi, Yinghuan Shi
2025 A* conf
Leveraging Flatness to Improve Information-Theoretic Generalization Bounds for SGD.
ICLR
Ze Peng, Jian Zhang, Yisen Wang, Lei Qi, Yinghuan Shi, Yang Gao
2025 J jnl
MAGIC: Achieving Superior Model Merging via Magnitude Calibration.
CoRR
Yayuan Li, Jian Zhang, Jintao Guo, Zihan Cheng, Lei Qi, Yinghuan Shi, Yang Gao
2025 J jnl
Mamba-Sea: A Mamba-Based Framework With Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation.
IEEE Trans. Medical Imaging
Zihan Cheng, Jintao Guo, Jian Zhang, Lei Qi, Luping Zhou, Yinghuan Shi, Yang Gao
2025 J jnl
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation.
CoRR
Zihan Cheng, Jintao Guo, Jian Zhang, Lei Qi, Luping Zhou, Yinghuan Shi, Yang Gao
2025 J jnl
On the Implicit Adversariality of Catastrophic Forgetting in Deep Continual Learning.
CoRR
Ze Peng, Jian Zhang, Jintao Guo, Lei Qi, Yang Gao, Yinghuan Shi
2025 A* conf
Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation.
CVPR
Qinghe Ma, Jian Zhang, Zekun Li, Lei Qi, Qian Yu, Yinghuan Shi
2025 J jnl
Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation.
CoRR
Qinghe Ma, Jian Zhang, Zekun Li, Lei Qi, Qian Yu, Yinghuan Shi
2025 A* conf
Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd Counting.
CVPR
Maochen Yang, Zekun Li, Jian Zhang, Lei Qi, Yinghuan Shi
2025 J jnl
Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd Counting.
CoRR
Maochen Yang, Zekun Li, Jian Zhang, Lei Qi, Yinghuan Shi
2025 A* conf
Towards Perfection: Building Inter-component Mutual Correction for Retinex-based Low-light Image Enhancement.
ACM Multimedia
Luyang Cao, Han Xu, Jian Zhang, Lei Qi, Jiayi Ma, Yinghuan Shi, Yang Gao
2025 J jnl
Towards Perfection: Building Inter-component Mutual Correction for Retinex-based Low-light Image Enhancement.
CoRR
Luyang Cao, Han Xu, Jian Zhang, Lei Qi, Jiayi Ma, Yinghuan Shi, Yang Gao
2025 J jnl
Unleashing the Power of Intermediate Domains for Mixed Domain Semi-Supervised Medical Image Segmentation.
CoRR
Qinghe Ma, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2025 J jnl
Unleashing the Power of Intermediate Domains for Mixed Domain Semi-Supervised Medical Image Segmentation.
IEEE Trans. Medical Imaging
Qinghe Ma, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2024 A* conf
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation.
CVPR
Qinghe Ma, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2024 J jnl
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation.
CoRR
Qinghe Ma, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2024 J jnl
Domain generalization via Inter-domain Alignment and Intra-domain Expansion.
Pattern Recognit.
Jiajun Hu, Lei Qi, Jian Zhang, Yinghuan Shi
2024 J jnl
Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image Segmentation.
CoRR
Zhan Fa, Shumeng Li, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi
2024 J jnl
Exploring Flat Minima for Domain Generalization With Large Learning Rates.
IEEE Trans. Knowl. Data Eng.
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
2024 — conf
Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization.
ECCV (51)
Jiajun Hu, Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
2024 J jnl
Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization.
CoRR
Jiajun Hu, Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
2024 — conf
The Devil Is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation.
ECCV (54)
Muyang Qiu, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2024 J jnl
The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation.
CoRR
Muyang Qiu, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2023 A* conf
DomainAdaptor: A Novel Approach to Test-time Adaptation.
ICCV
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
2023 J jnl
DomainAdaptor: A Novel Approach to Test-time Adaptation.
CoRR
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
2023 J jnl
Exploring Flat Minima for Domain Generalization with Large Learning Rates.
CoRR
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
2023 A* conf
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization.
ICCV
Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi
2023 J jnl
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization.
CoRR
Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi
2022 J jnl
A time-incorporated SOFA score-based machine learning model for predicting mortality in critically ill patients: A multicenter, real-world study.
Int. J. Medical Informatics
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
2022 J jnl
Generalizable model-agnostic semantic segmentation via target-specific normalization.
Pattern Recognit.
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
2022 J jnl
Inconsistency-Aware Uncertainty Estimation for Semi-Supervised Medical Image Segmentation.
IEEE Trans. Medical Imaging
Yinghuan Shi, Jian Zhang, Tong Ling, Jiwen Lu, Yefeng Zheng, Qian Yu, Lei Qi, Yang Gao
2022 — conf
MVDG: A Unified Multi-view Framework for Domain Generalization.
ECCV (27)
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
2021 J jnl
Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation.
CoRR
Yinghuan Shi, Jian Zhang, Tong Ling, Jiwen Lu, Yefeng Zheng, Qian Yu, Lei Qi, Yang Gao
2021 J jnl
Interactive medical image segmentation via a point-based interaction.
Artif. Intell. Medicine
Jian Zhang, Yinghuan Shi, Jinquan Sun, Lei Wang, Luping Zhou, Yang Gao, Dinggang Shen
2021 J jnl
More is Better: A Novel Multi-view Framework for Domain Generalization.
CoRR
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
2020 J jnl
Generalizable Semantic Segmentation via Model-agnostic Learning and Target-specific Normalization.
CoRR
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao