Zhongyi Han

73 papers A* 13C 1Journal 51Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Agentic Unlearning: When LLM Agent Meets Machine Unlearning.
CoRR
Bin Wang, Fan Wang, Pingping Wang, Jinyu Cong, Yang Yu, Yilong Yin, Zhongyi Han, Benzheng Wei
2026 J jnl
Class-mismatched semi-supervised learning from a new perspective.
Pattern Recognit.
Rundong He, Zhongyi Han, Yiming Zhu, Xiushan Nie, Qi Wei, Yilong Yin
2026 J jnl
DVLA-RL: Dual-Level Vision-Language Alignment with Reinforcement Learning Gating for Few-Shot Learning.
CoRR
Wenhao Li, Xianjing Meng, Qiangchang Wang, Zhongyi Han, Zhibin Wu, Yilong Yin
2026 J jnl
From Small to Large: In-Context Learning as a New Paradigm for Domain Generalization.
Int. J. Comput. Vis.
Guanglin Zhou, Zhongyi Han, Shaoan Xie, Shiming Chen, Biwei Huang, Liming Zhu, Xinbo Gao, Lina Yao, Salman H. Khan
2026 J jnl
From Text to Forecasts: Bridging Modality Gap with Temporal Evolution Semantic Space.
CoRR
Lehui Li, Yuyao Wang, Jisheng Yan, Wei Zhang, Jinliang Deng, Haoliang Sun, Zhongyi Han, Yongshun Gong
2026 J jnl
Integrated Deep Reinforcement Learning Agent Approach for Multi-Lane Cooperative Variable Speed Limit Control.
IEEE Access
Dedong Xiao, Yitong Wang, Lanjing Xing, Zhongyi Han, Tong Li, Chao Wang, Sihao Chen
2026 A* conf
Retriever Encoder Selection Matters for In-Context Learning-based Medical Segmentation.
AAAI
Fan Wang, Zhongyi Han, Yongshun Gong, Yilong Yin
2026 J jnl
SA-Diff: Semantic-Aware graph outlier generation via diffusion models for graph out-of-Distribution detection.
Knowl. Based Syst.
Yicong Dong, Rundong He, Zhongyi Han, Jieming Shi, Yilong Yin
2026 J jnl
TrajAD: Trajectory Anomaly Detection for Trustworthy LLM Agents.
CoRR
Yibing Liu, Chong Zhang, Zhongyi Han, Hansong Liu, Yong Wang, Yang Yu, Xiaoyan Wang, Yilong Yin
2025 J jnl
Active source-free open-set domain adaptation.
Knowl. Based Syst.
Fan Wang, Zhongyi Han, Hao Sun, Yilong Yin
2025 J jnl
Alignclip: navigating the misalignments for robust vision-language generalization.
Mach. Learn.
Zhongyi Han, Gongxu Luo, Hao Sun, Yaqian Li, Bo Han, Mingming Gong, Kun Zhang, Tongliang Liu
2025 J jnl
CTPT: Continual Test-time Prompt Tuning for vision-language models.
Pattern Recognit.
Fan Wang, Zhongyi Han, Xingbo Liu, Yilong Yin, Xin Gao
2025 — conf
Empowering Multimodal Models via Active in-Context Learning for Test-Time Medical Imaging.
BIBM
Fan Wang, Zhongyi Han, Yilong Yin
2025 J jnl
Facial Foundational Model Advances Early Warning of Coronary Artery Disease from Live Videos with DigitalShadow.
CoRR
Juexiao Zhou, Zhongyi Han, Mankun Xin, Xingwei He, Guotao Wang, Jiaoyan Song, Gongning Luo, Wenjia He, Xintong Li, Yuetan Chu, Juanwen Chen, Bo Wang, Xia Wu, Wenwen Duan, Zhixia Guo, Liyan Bai, Yilin Pan, Xuefei Bi, Lu Liu, Long Feng, Xiaonan He, Xin Gao
2025 J jnl
G-OSR: A Comprehensive Benchmark for Graph Open-Set Recognition.
CoRR
Yicong Dong, Rundong He, Guangyao Chen, Wentao Zhang, Zhongyi Han, Jieming Shi, Yilong Yin
2025 J jnl
HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization.
IEEE Trans. Multim.
Guanglin Zhou, Zhongyi Han, Shiming Chen, Biwei Huang, Liming Zhu, Tongliang Liu, Lina Yao, Kun Zhang
2025 J jnl
Improving Representation of High-Frequency Components for Medical Visual Foundation Models.
IEEE Trans. Medical Imaging
Yuetan Chu, Yilan Zhang, Zhongyi Han, Changchun Yang, Longxi Zhou, Gongning Luo, Chao Huang, Xin Gao
2025 J jnl
Revisiting Data Scaling Law for Medical Segmentation.
CoRR
Yuetan Chu, Zhongyi Han, Gongning Luo, Xin Gao
2025 J jnl
Sampling Correction Approach With Interpolation Sliding Window for FY-3D/MERSI-II On-Orbit Calibration.
IEEE Trans. Geosci. Remote. Sens.
Hanlin Xiao, Jingjing Ai, Jiaheng Yang, Kang Chen, Xiaolin Wang, Peng Gao, Zhongyi Han, Xiaochen Hu, Chengli Qi, Ling Wang, Xiuqing Hu, Hanbo Zhen, Mingkun Wang
2025 J jnl
Streamline automated biomedical discoveries with agentic bioinformatics.
Briefings Bioinform.
Juexiao Zhou, Jindong Jiang, Zhongyi Han, Zijian Wang, Xin Gao
2024 J jnl
Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning.
CoRR
Guanglin Zhou, Zhongyi Han, Shiming Chen, Biwei Huang, Liming Zhu, Salman Khan, Xinbo Gao, Lina Yao
2024 J jnl
BIAS: Bridging Inactive and Active Samples for active source free domain adaptation.
Knowl. Based Syst.
Fan Wang, Zhongyi Han, Yilong Yin
2024 J jnl
CLIP-driven Outliers Synthesis for few-shot OOD detection.
CoRR
Hao Sun, Rundong He, Zhongyi Han, Zhicong Lin, Yongshun Gong, Yilong Yin
2024 J jnl
Can We Treat Noisy Labels as Accurate?
CoRR
Yuxiang Zheng, Zhongyi Han, Yilong Yin, Xin Gao, Tongliang Liu
2024 A* conf
Discriminability-Driven Channel Selection for Out-of-Distribution Detection.
CVPR
Yue Yuan, Rundong He, Yicong Dong, Zhongyi Han, Yilong Yin
2024 A* conf
Exploring Channel-Aware Typical Features for Out-of-Distribution Detection.
AAAI
Rundong He, Yue Yuan, Zhongyi Han, Fan Wang, Wan Su, Yilong Yin, Tongliang Liu, Yongshun Gong
2024 J jnl
Generalized Universal Domain Adaptation.
Knowl. Based Syst.
Wan Su, Zhongyi Han, Xingbo Liu, Yilong Yin
2024 J jnl
HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization.
CoRR
Guanglin Zhou, Zhongyi Han, Shiming Chen, Biwei Huang, Liming Zhu, Tongliang Liu, Lina Yao, Kun Zhang
2024 J jnl
Improving Representation of High-frequency Components for Medical Foundation Models.
CoRR
Yuetan Chu, Yilan Zhang, Zhongyi Han, Changchun Yang, Longxi Zhou, Gongning Luo, Xin Gao
2024 — conf
Navigating the Unknown: A Novel MGUAN Framework for Medical Image Recognition Across Dynamic Domains.
BIBM
Wan Su, Fan Wang, Rundong He, Zhongyi Han, Yilong Yin
2024 J jnl
SAFER-STUDENT for Safe Deep Semi-Supervised Learning With Unseen-Class Unlabeled Data.
IEEE Trans. Knowl. Data Eng.
Rundong He, Zhongyi Han, Xiankai Lu, Yilong Yin
2024 J jnl
SkinCAP: A Multi-modal Dermatology Dataset Annotated with Rich Medical Captions.
CoRR
Juexiao Zhou, Liyuan Sun, Yan Xu, Wenbin Liu, Shawn Afvari, Zhongyi Han, Jiaoyan Song, Yongzhi Ji, Xiaonan He, Xin Gao
2024 J jnl
Unveiling the Superior Paradigm: A Comparative Study of Source-Free Domain Adaptation and Unsupervised Domain Adaptation.
CoRR
Fan Wang, Zhongyi Han, Xingbo Liu, Xinbo Gao, Yilong Yin
2024 J jnl
Visual Out-of-Distribution Detection in Open-Set Noisy Environments.
Int. J. Comput. Vis.
Rundong He, Zhongyi Han, Xiushan Nie, Yilong Yin, Xiaojun Chang
2023 J jnl
Abductive subconcept learning.
Sci. China Inf. Sci.
Zhongyi Han, Le-Wen Cai, Wang-Zhou Dai, Yu-Xuan Huang, Benzheng Wei, Wei Wang, Yilong Yin
2023 A* conf
Discriminability and Transferability Estimation: A Bayesian Source Importance Estimation Approach for Multi-Source-Free Domain Adaptation.
AAAI
Zhongyi Han, Zhiyan Zhang, Fan Wang, Rundong He, Wan Su, Xiaoming Xi, Yilong Yin
2023 J jnl
How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary Investigation.
CoRR
Zhongyi Han, Guanglin Zhou, Rundong He, Jindong Wang, Tailin Wu, Yilong Yin, Salman H. Khan, Lina Yao, Tongliang Liu, Kun Zhang
2023 A* conf
LHAct: Rectifying Extremely Low and High Activations for Out-of-Distribution Detection.
ACM Multimedia
Yue Yuan, Rundong He, Zhongyi Han, Yilong Yin
2023 J jnl
Lunar Phase Function Oversampling Correction Method for FY3D/MERSI On-Orbit Calibration.
IEEE Trans. Geosci. Remote. Sens.
Peng Gao, Zhongyi Han, Yichao Zheng, Jingjing Ai, Hanlin Xiao, Xiuqing Hu, Ling Wang, Chengli Qi, Gongju Liu, Zhaoming Bai
2023 A* conf
MHPL: Minimum Happy Points Learning for Active Source Free Domain Adaptation.
CVPR
Fan Wang, Zhongyi Han, Zhiyan Zhang, Rundong He, Yilong Yin
2023 J jnl
Neighborhood-based credibility anchor learning for universal domain adaptation.
Pattern Recognit.
Wan Su, Zhongyi Han, Rundong He, Benzheng Wei, Xueying He, Yilong Yin
2023 A* conf
Subclass-Dominant Label Noise: A Counterexample for the Success of Early Stopping.
NeurIPS
Yingbin Bai, Zhongyi Han, Erkun Yang, Jun Yu, Bo Han, Dadong Wang, Tongliang Liu
2023 A* conf
Topological Structure Learning for Weakly-Supervised Out-of-Distribution Detection.
ACM Multimedia
Rundong He, Rongxue Li, Zhongyi Han, Xihong Yang, Yilong Yin
2023 J jnl
Towards Accurate and Robust Domain Adaptation Under Multiple Noisy Environments.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhongyi Han, Xian-Jin Gui, Haoliang Sun, Yilong Yin, Shuo Li
2022 J jnl
Active Source Free Domain Adaptation.
CoRR
Fan Wang, Zhongyi Han, Zhiyan Zhang, Yilong Yin
2022 A* conf
Exploring Domain-Invariant Parameters for Source Free Domain Adaptation.
CVPR
Fan Wang, Zhongyi Han, Yongshun Gong, Yilong Yin
2022 J jnl
Learning Transferable Parameters for Unsupervised Domain Adaptation.
IEEE Trans. Image Process.
Zhongyi Han, Haoliang Sun, Yilong Yin
2022 J jnl
Learning to rectify for robust learning with noisy labels.
Pattern Recognit.
Haoliang Sun, Chenhui Guo, Qi Wei, Zhongyi Han, Yilong Yin
2022 A* conf
Not All Parameters Should Be Treated Equally: Deep Safe Semi-supervised Learning under Class Distribution Mismatch.
AAAI
Rundong He, Zhongyi Han, Yang Yang, Yilong Yin
2022 A* conf
RONF: Reliable Outlier Synthesis under Noisy Feature Space for Out-of-Distribution Detection.
ACM Multimedia
Rundong He, Zhongyi Han, Xiankai Lu, Yilong Yin
2022 C conf
SNAIL: Semi-Separated Uncertainty Adversarial Learning for Universal Domain Adaptation.
ACML
Zhongyi Han, Wan Su, Rundong He, Yilong Yin
2022 A* conf
Safe-Student for Safe Deep Semi-Supervised Learning with Unseen-Class Unlabeled Data.
CVPR
Rundong He, Zhongyi Han, Xiankai Lu, Yilong Yin
2022 J jnl
Topological Structure Learning for Weakly-Supervised Out-of-Distribution Detection.
CoRR
Rundong He, Rongxue Li, Zhongyi Han, Yilong Yin
2022 J jnl
Towards safe and robust weakly-supervised anomaly detection under subpopulation shift.
Knowl. Based Syst.
Rundong He, Zhongyi Han, Yilong Yin
2022 — conf
Transferable Discriminative Learning for Medical Open-Set Domain Adaptation: Application to Pneumonia Classification.
BIBM
Wan Su, Fan Wang, Zhongyi Han, Yilong Yin
2021 J jnl
Learning Transferable Parameters for Unsupervised Domain Adaptation.
CoRR
Zhongyi Han, Haoliang Sun, Yilong Yin
2021 J jnl
Learning to Rectify for Robust Learning with Noisy Labels.
CoRR
Haoliang Sun, Chenhui Guo, Qi Wei, Zhongyi Han, Yilong Yin
2021 — conf
Robust Anomaly Detection from Partially Observed Anomalies with Augmented Classes.
CICAI (2)
Rundong He, Zhongyi Han, Yu Zhang, Xueying He, Xiushan Nie, Yilong Yin
2021 — conf
Semi-Supervised Screening of COVID-19 from Positive and Unlabeled Data with Constraint Non-Negative Risk Estimator.
IPMI
Zhongyi Han, Rundong He, Tianyang Li, Benzheng Wei, Jian Wang, Yilong Yin
2021 J jnl
Unifying neural learning and symbolic reasoning for spinal medical report generation.
Medical Image Anal.
Zhongyi Han, Benzheng Wei, Xiaoming Xi, Bo Chen, Yilong Yin, Shuo Li
2020 J jnl
Accurate Screening of COVID-19 Using Attention-Based Deep 3D Multiple Instance Learning.
IEEE Trans. Medical Imaging
Zhongyi Han, Benzheng Wei, Yanfei Hong, Tianyang Li, Jinyu Cong, Xue Zhu, Haifeng Wei, Wei Zhang
2020 J jnl
DRAN: Deep recurrent adversarial network for automated pancreas segmentation.
IET Image Process.
Yang Ning, Zhongyi Han, Li Zhong, Caiming Zhang
2020 J jnl
MMCL-Net: Spinal disease diagnosis in global mode using progressive multi-task joint learning.
Neurocomputing
Yanfei Hong, Benzheng Wei, Zhongyi Han, Xiang Li, Yuanjie Zheng, Shuo Li
2020 J jnl
Recursive narrative alignment for movie narrating.
Sci. China Inf. Sci.
Zhongyi Han, Hongbo Wu, Benzheng Wei, Yilong Yin, Shuo Li
2020 J jnl
Robust Screening of COVID-19 from Chest X-ray via Discriminative Cost-Sensitive Learning.
CoRR
Tianyang Li, Zhongyi Han, Benzheng Wei, Yuanjie Zheng, Yanfei Hong, Jinyu Cong
2020 A* conf
Towards Accurate and Robust Domain Adaptation under Noisy Environments.
IJCAI
Zhongyi Han, Xian-Jin Gui, Chaoran Cui, Yilong Yin
2020 J jnl
Towards Accurate and Robust Domain Adaptation under Noisy Environments.
CoRR
Zhongyi Han, Xian-Jin Gui, Chaoran Cui, Yilong Yin
2020 J jnl
Unifying Neural Learning and Symbolic Reasoning for Spinal Medical Report Generation.
CoRR
Zhongyi Han, Benzheng Wei, Yilong Yin, Shuo Li
2018 — conf
Automated Pancreas Segmentation Using Recurrent Adversarial Learning.
BIBM
Yang Ning, Zhongyi Han, Li Zhong, Caiming Zhang
2018 J jnl
Automated Pathogenesis-Based Diagnosis of Lumbar Neural Foraminal Stenosis via Deep Multiscale Multitask Learning.
Neuroinformatics
Zhongyi Han, Benzheng Wei, Stephanie Leung, Ilanit Ben Nachum, David T. Laidley, Shuo Li
2018 J jnl
Spine-GAN: Semantic segmentation of multiple spinal structures.
Medical Image Anal.
Zhongyi Han, Benzheng Wei, Ashley Mercado, Stephanie Leung, Shuo Li
2018 — conf
Towards Automatic Report Generation in Spine Radiology Using Weakly Supervised Framework.
MICCAI (4)
Zhongyi Han, Benzheng Wei, Stephanie Leung, Jonathan Chung, Shuo Li
2011 — conf
Using NOC technology to improve photoelectric encoder system for LAMOST spectroscopes.
ASICON
Zhongyi Han, Jianing Wang, Yizhong Zeng, Zhongwen Hu