Tianyu Han

59 papers B 1Journal 47Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Eliminating Persistent Boundary Residence via Matrosov-Type Auxiliary Functions.
CoRR
Tianyu Han, Guangwei Wang, Bo Wang
2026 J jnl
Fluid Antenna Enabled Compact Ultra Massive Antenna Array for Satellite Communications.
IEEE J. Sel. Areas Commun.
Tianyu Han, Yongxu Zhu, Gan Zheng, Pantelis-Daniel M. Arapoglou
2026 J jnl
Geometrically-guided transformer with volume-pose positional encoding for multi-view stereo.
Knowl. Based Syst.
Tianyu Han, Jiangming Kan, Ruifang Dong, Xixuan Zhao, Shun Yao
2026 J jnl
Medical SAM3: A Foundation Model for Universal Prompt-Driven Medical Image Segmentation.
CoRR
Chongcong Jiang, Tianxingjian Ding, Chuhan Song, Jiachen Tu, Ziyang Yan, Yihua Shao, Zhenyi Wang, Yuzhang Shang, Tianyu Han, Yu Tian
2025 J jnl
A Novel Alternating Sparsity-Assisted Signal Decomposition for Fault Diagnosis of Rotating Machinery.
IEEE Trans. Instrum. Meas.
Haoran Sun, Jinduo Zhang, Tianyu Han, Chao Liu, Yunting Han, Xi Shi
2025 J jnl
An Active Transfer Learning framework for image classification based on Maximum Differentiation Classifier.
Image Vis. Comput.
Peng Zan, Yuerong Wang, Haohao Hu, Wanjun Zhong, Tianyu Han, Jingwei Yue
2025 J jnl
Cell-Free Fluid Antenna Multiple Access Networks.
IEEE Trans. Wirel. Commun.
Tianyu Han, Yongxu Zhu, Kai-Kit Wong, Gan Zheng, Hyundong Shin
2025 J jnl
Evaluating the effectiveness of biomedical fine-tuning for large language models on clinical tasks.
J. Am. Medical Informatics Assoc.
Felix J. Dorfner, Amin Dada, Felix Busch, Marcus R. Makowski, Tianyu Han, Daniel Truhn, Jens Kleesiek, Madhumita Sushil, Lisa C. Adams, Keno K. Bressem
2025 J jnl
Further Results on Safety-Critical Stabilization of Force-Controlled Nonholonomic Mobile Robots.
CoRR
Bo Wang, Tianyu Han, Guangwei Wang
2025 J jnl
HCSSIR: Hash Code Selection-Based Secure Image Retrieval in a Blockchain Environment.
IEEE Internet Things J.
Tianyu Han, Jiangming Kan, Ruifang Dong, Xixuan Zhao, Shun Yao
2025 J jnl
Hierarchical Active Learning for Low-Altitude Drone-View Object Detection.
Int. J. Comput. Vis.
Haohao Hu, Tianyu Han, Yuerong Wang, Wanjun Zhong, Jingwei Yue, Peng Zan
2025 J jnl
Hierarchical evidence aggregation in two dimensions for active water surface object detection.
Vis. Comput.
Wanjun Zhong, Haohao Hu, Yuerong Wang, Li Li, Tianyu Han, Chunyong Li, Peng Zan
2025 J jnl
Learning generic and specific prompts with contrastive constraints for multi-task visual scene understanding.
Neurocomputing
Tianyu Han, Zhimin Xu, Wanying Li, Haohao Hu, Xinxin He, Song He, Peng Zan, Xiaochen Bo
2025 J jnl
LongHealth: A Question Answering Benchmark with Long Clinical Documents.
J. Heal. Informatics Res.
Lisa Adams, Felix Busch, Tianyu Han, Jean-Baptiste Excoffier, Matthieu Ortala, Alexander Löser, Hugo J. W. L. Aerts, Jakob Nikolas Kather, Daniel Truhn, Keno K. Bressem
2025 J jnl
Plug-and-play computational method for advancing natural and biomedical image representation.
Patterns
Haifan Gong, Tianyu Han, Guanbin Li
2025 — conf
Reinterpreting Peking Opera Through Scenario-Based Design and Extended Reality: A Case Study of "The Romance of the Western Chamber".
HCI (65)
Tianyu Han, Heitor Alvelos, José Pedro Sousa
2024 J jnl
A Point Cloud Registration Framework with Color Information Integration.
Remote. Sens.
Tianyu Han, Ruijie Zhang, Jiangming Kan, Ruifang Dong, Xixuan Zhao, Shun Yao
2024 J jnl
Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data.
CoRR
Felix J. Dorfner, Amin Dada, Felix Busch, Marcus R. Makowski, Tianyu Han, Daniel Truhn, Jens Kleesiek, Madhumita Sushil, Jacqueline Lammert, Lisa C. Adams, Keno K. Bressem
2024 J jnl
Compute-Efficient Medical Image Classification with Softmax-Free Transformers and Sequence Normalization.
CoRR
Firas Khader, Omar S. M. El Nahhas, Tianyu Han, Gustav Müller-Franzes, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn
2024 J jnl
Encrypted federated learning for secure decentralized collaboration in cancer image analysis.
Medical Image Anal.
Daniel Truhn, Soroosh Tayebi Arasteh, Oliver Lester Saldanha, Gustav Müller-Franzes, Firas Khader, Philip Quirke, Nicholas P. West, Richard Gray, Gordon G. A. Hutchins, Jacqueline A. James, Maurice B. Loughrey, Manuel Salto-Tellez, Hermann Brenner, Alexander Brobeil, Tanwei Yuan, Jenny Chang-Claude, Michael Hoffmeister, Sebastian Foersch, Tianyu Han, Sebastian Keil, Maximilian Schulze-Hagen, Peter Isfort, Philipp Bruners, Georgios Kaissis, Christiane Kuhl, Sven Nebelung, Jakob Nikolas Kather
2024 — —
Generative modeling for medical image analysis.
Tianyu Han
2024 J jnl
LongHealth: A Question Answering Benchmark with Long Clinical Documents.
CoRR
Lisa Adams, Felix Busch, Tianyu Han, Jean-Baptiste Excoffier, Matthieu Ortala, Alexander Löser, Hugo J. W. L. Aerts, Jakob Nikolas Kather, Daniel Truhn, Keno K. Bressem
2024 J jnl
Medical Slice Transformer: Improved Diagnosis and Explainability on 3D Medical Images with DINOv2.
CoRR
Gustav Müller-Franzes, Firas Khader, Robert Siepmann, Tianyu Han, Jakob Nikolas Kather, Sven Nebelung, Daniel Truhn
2024 J jnl
Medical large language models are susceptible to targeted misinformation attacks.
npj Digit. Medicine
Tianyu Han, Sven Nebelung, Firas Khader, Tianci Wang, Gustav Müller-Franzes, Christiane Kuhl, Sebastian Försch, Jens Kleesiek, Christoph Haarburger, Keno K. Bressem, Jakob Nikolas Kather, Daniel Truhn
2024 — conf
On Instabilities of Unsupervised Denoising Diffusion Models in Magnetic Resonance Imaging Reconstruction.
MICCAI (7)
Tianyu Han, Sven Nebelung, Firas Khader, Jakob Nikolas Kather, Daniel Truhn
2024 J jnl
On Instabilities of Unsupervised Denoising Diffusion Models in Magnetic Resonance Imaging Reconstruction.
CoRR
Tianyu Han, Sven Nebelung, Firas Khader, Jakob Nikolas Kather, Daniel Truhn
2024 J jnl
Safety-Critical Stabilization of Force-Controlled Nonholonomic Mobile Robots.
IEEE Control. Syst. Lett.
Tianyu Han, Bo Wang
2024 J jnl
Safety-Critical Stabilization of Force-Controlled Nonholonomic Robots.
CoRR
Tianyu Han, Bo Wang
2024 J jnl
Scattering moment matching-based interpretable domain adaptation for transfer diagnostic tasks.
Neurocomputing
Chao Liu, Tianyu Han, Gang Zhang, Haoran Sun, Xi Shi
2024 J jnl
UAV-Aided Information Collection Method Based on Joint Optimization of Node Access and Flight Strategy.
IEEE Trans. Veh. Technol.
Dongsheng Han, Tianyu Han, Yishuo Zhao, Ran Li
2023 — conf
Cascaded Cross-Attention Networks for Data-Efficient Whole-Slide Image Classification Using Transformers.
MLMI@MICCAI (2)
Firas Khader, Jakob Nikolas Kather, Tianyu Han, Sven Nebelung, Christiane Kuhl, Johannes Stegmaier, Daniel Truhn
2023 J jnl
Cascaded Cross-Attention Networks for Data-Efficient Whole-Slide Image Classification Using Transformers.
CoRR
Firas Khader, Jakob Nikolas Kather, Tianyu Han, Sven Nebelung, Christiane Kuhl, Johannes Stegmaier, Daniel Truhn
2023 J jnl
Empowering Clinicians and Democratizing Data Science: Large Language Models Automate Machine Learning for Clinical Studies.
CoRR
Soroosh Tayebi Arasteh, Tianyu Han, Mahshad Lotfinia, Christiane Kuhl, Jakob Nikolas Kather, Daniel Truhn, Sven Nebelung
2023 J jnl
From Text to Image: Exploring GPT-4Vision's Potential in Advanced Radiological Analysis across Subspecialties.
CoRR
Felix Busch, Tianyu Han, Marcus R. Makowski, Daniel Truhn, Keno K. Bressem, Lisa Adams
2023 J jnl
Joint Optimization of Trajectory and Node Access in UAV-Aided Data Collection System.
IEEE Syst. J.
Dongsheng Han, Tianhao Shi, Tianyu Han, Zhenyu Zhou
2023 J jnl
MedAlpaca - An Open-Source Collection of Medical Conversational AI Models and Training Data.
CoRR
Tianyu Han, Lisa C. Adams, Jens-Michalis Papaioannou, Paul Grundmann, Tom Oberhauser, Alexander Löser, Daniel Truhn, Keno K. Bressem
2023 J jnl
Medical Foundation Models are Susceptible to Targeted Misinformation Attacks.
CoRR
Tianyu Han, Sven Nebelung, Firas Khader, Tianci Wang, Gustav Mueller-Franzes, Christiane Kuhl, Sebastian Försch, Jens Kleesiek, Christoph Haarburger, Keno K. Bressem, Jakob Nikolas Kather, Daniel Truhn
2023 J jnl
Reconstruction of Patient-Specific Confounders in AI-based Radiologic Image Interpretation using Generative Pretraining.
CoRR
Tianyu Han, Laura Zigutyte, Luisa Huck, Marc Huppertz, Robert Siepmann, Yossi Gandelsman, Christian Blüthgen, Firas Khader, Christiane Kuhl, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn
2023 J jnl
Transformers for CT Reconstruction From Monoplanar and Biplanar Radiographs.
CoRR
Firas Khader, Gustav Müller-Franzes, Tianyu Han, Sven Nebelung, Christiane Kuhl, Johannes Stegmaier, Daniel Truhn
2023 — conf
Transformers for CT Reconstruction from Monoplanar and Biplanar Radiographs.
SASHIMI@MICCAI
Firas Khader, Gustav Müller-Franzes, Tianyu Han, Sven Nebelung, Christiane Kuhl, Johannes Stegmaier, Daniel Truhn
2023 — conf
Vector-Quantized Latent Flows for Medical Image Synthesis and Out-Of-Distribution Detection.
ISBI
Firas Khader, Gustav Müller-Franzes, Soroosh Tayebi Arasteh, Tianyu Han, Jakob Nikolas Kather, Johannes Stegmaier, Sven Nebelung, Daniel Truhn
2023 — conf
Wavelet Scattering Cyclostationarity Representation for Machine Intelligent Fault Diagnosis.
ICMRE
Chao Liu, Tianyu Han, Xi Shi
2022 J jnl
Bin similarity-based domain adaptation for fine-grained image classification.
Int. J. Intell. Syst.
Tianyu Han, Lifeng Zhang, Shixiang Jia
2022 J jnl
Diffusion Probabilistic Models beat GANs on Medical Images.
CoRR
Gustav Müller-Franzes, Jan Moritz Niehues, Firas Khader, Soroosh Tayebi Arasteh, Christoph Haarburger, Christiane Kuhl, Tianci Wang, Tianyu Han, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn
2022 J jnl
Image prediction of disease progression for osteoarthritis by style-based manifold extrapolation.
Nat. Mac. Intell.
Tianyu Han, Jakob Nikolas Kather, Federico Pedersoli, Markus Zimmermann, Sebastian Keil, Maximilian Schulze-Hagen, Marc Terwoelbeck, Peter Isfort, Christoph Haarburger, Fabian Kiessling, Christiane Kuhl, Volkmar Schulz, Sven Nebelung, Daniel Truhn
2022 J jnl
Medical Diagnosis with Large Scale Multimodal Transformers: Leveraging Diverse Data for More Accurate Diagnosis.
CoRR
Firas Khader, Gustav Mueller-Franzes, Tianci Wang, Tianyu Han, Soroosh Tayebi Arasteh, Christoph Haarburger, Johannes Stegmaier, Keno K. Bressem, Christiane Kuhl, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn
2022 J jnl
Medical Diffusion - Denoising Diffusion Probabilistic Models for 3D Medical Image Generation.
CoRR
Firas Khader, Gustav Mueller-Franzes, Soroosh Tayebi Arasteh, Tianyu Han, Christoph Haarburger, Maximilian Schulze-Hagen, Philipp Schad, Sandy Engelhardt, Bettina Baeßler, Sebastian Foersch, Johannes Stegmaier, Christiane Kuhl, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn
2022 B conf
Novice Type Error Diagnosis with Natural Language Models.
APLAS
Chuqin Geng, Haolin Ye, Yixuan Li, Tianyu Han, Brigitte Pientka, Xujie Si
2022 J jnl
Novice Type Error Diagnosis with Natural Language Models.
CoRR
Chuqin Geng, Haolin Ye, Yixuan Li, Tianyu Han, Brigitte Pientka, Xujie Si
2021 — conf
A Language Model for Intelligent Speech Recognition of Power Dispatching.
ACM TUR-C
Qing Zhao, Tingrui Li, Rui Luo, Rui Li, Tianyu Han, Dongsheng Han
2021 J jnl
Predicting Osteoarthritis Progression in Radiographs via Unsupervised Representation Learning.
CoRR
Tianyu Han, Jakob Nikolas Kather, Federico Pedersoli, Markus Zimmermann, Sebastian Keil, Maximilian Schulze-Hagen, Marc Terwoelbeck, Peter Isfort, Christoph Haarburger, Fabian Kiessling, Volkmar Schulz, Christiane Kuhl, Sven Nebelung, Daniel Truhn
2021 — conf
Unsupervised Domain Adaptation for Bearing Fault Diagnosis Considering the Decision Boundaries.
ICPHM
Tianyu Han, Xi Shi, Gang Zhang, Chao Liu
2020 J jnl
A soft gripper with variable stiffness inspired by pangolin scales, toothed pneumatic actuator and autonomous controller.
Robotics Comput. Integr. Manuf.
Tao Sun, Yuanlong Chen, Tianyu Han, Chenlei Jiao, Binbin Lian, Yimin Song
2020 J jnl
Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization.
CoRR
Tianyu Han, Sven Nebelung, Federico Pedersoli, Markus Zimmermann, Maximilian Schulze-Hagen, Michael Ho, Christoph Haarburger, Fabian Kiessling, Christiane Kuhl, Volkmar Schulz, Daniel Truhn
2020 J jnl
Joint maintenance and spare parts inventory optimization for multi-unit systems considering imperfect maintenance actions.
Reliab. Eng. Syst. Saf.
Tao Yan, Yaguo Lei, Biao Wang, Tianyu Han, Xiaosheng Si, Naipeng Li
2020 J jnl
Modeling Identifiable Data in Industrial Internet.
IEEE Access
Yang Liu, Bin Xie, Tianyu Han, Juan Tian
2019 J jnl
A Wiener-Process-Model-Based Method for Remaining Useful Life Prediction Considering Unit-to-Unit Variability.
IEEE Trans. Ind. Electron.
Naipeng Li, Yaguo Lei, Tao Yan, Ningbo Li, Tianyu Han
2015 — conf
Monoplistic efficiency: A performance analysis on the market structure of the e-commerce industry.
BESC
Tianyu Han, Yao Han
2012 — conf
Performance Prediction for MPI Parallel Jobs.
CLUSTER Workshops
Weizhe Zhang, Tianyu Han, Yuanjing Zhang, Albert M. K. Cheng