Zhekai Du

Computer Science · Physical Sciences

11h-index778citations51works8.52yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(34), Multimodal Machine Learning Applications(19), Machine Learning and ELM(7), Advanced Neural Network Applications(5), Cancer-related molecular mechanisms research(4)

Publications51 total

Generalizing Vision-Language Models with Dedicated Prompt Guidance
Underline Science Inc.·2026Open Access
Generalizing Vision-Language Models with Dedicated Prompt Guidance
arXiv (Cornell University)·2025Open Access
PatAug: Augmentation of Augmentation for Test-Time Adaptation
2025
FAST: Foreground-aware active self-training for domain adaptive object detection
Neural Networks·2025
Unified Modality Separation: A Vision-Language Framework for Unsupervised Domain Adaptation
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 1 cited
LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning
arXiv (Cornell University)·2025Open Access
Fast: Foreground-Aware Active Self-Training for Domain Adaptive Object Detection
SSRN Electronic Journal·2025Open Access
Fourier-Based Frequency Space Disentanglement and Augmentation for Generalizable Face Anti-Spoofing
IEEE Journal of Biomedical and Health Informatics·2024· 4 cited
Split to Merge: Unifying Separated Modalities for Unsupervised Domain Adaptation
2024· 8 cited
Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation
2024· 26 cited
Split to Merge: Unifying Separated Modalities for Unsupervised Domain Adaptation
arXiv (Cornell University)·2024Open Access
Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation
arXiv (Cornell University)·2024· 3 citedOpen Access
A Comprehensive Survey on Source-Free Domain Adaptation
IEEE Transactions on Pattern Analysis and Machine Intelligence·2024· 154 cited
Continual Test-Time Unsupervised Domain Adaptation
Machine learning·2024
Source-Free Unsupervised Domain Adaptation
Machine learning·2024
Bi-Classifier Adversarial Learning-Based Unsupervised Domain Adaptation
Machine learning·2024· 1 cited
Applications
Machine learning·2024
Unsupervised Domain Adaptation Techniques
Machine learning·2024· 1 cited
Unsupervised Domain Adaptation
Machine learning·2024· 5 citedOpen Access
Research Frontier
Machine learning·2024
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Frequent Co-authors

Jingjing Li(42), Lei Zhu(21), Ke Lü(19), Heng Tao Shen(9), Lei Zhu(6), Xinyao Li(5), Hongzu Su(4), Xinyao Li(4), Lin Zuo(3), Mao Ye(3), Zhiqi Yu(2), Lei Zhu(2), Ruimeng Gan(2), Yuke Li(2), Fengling Li(2), Fengling Li(2), Zhe Xiao(2), Yang Yu(2), Jiang Hu(2), Chengwei Xiao(2)