Huishuai Zhang

Computer Science · Physical Sciences

4h-index98citations10works8.82yr avg
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Research Topics

Privacy-Preserving Technologies in Data(3), Domain Adaptation and Few-Shot Learning(3), Multimodal Machine Learning Applications(3), Advanced Neural Network Applications(2), Artificial Intelligence in Healthcare and Education(2)

Publications10 total

ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models
arXiv (Cornell University)·2025Open Access
AIDBench: A benchmark for evaluating the authorship identification capability of large language models
arXiv (Cornell University)·2024Open Access
Differentially Private Fine-tuning of Language Models
Journal of Privacy and Confidentiality·2024· 33 citedOpen Access
Differentially Private Synthetic Data via Foundation Model APIs 2: Text
arXiv (Cornell University)·2024· 2 citedOpen Access
FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning
arXiv (Cornell University)·2023· 1 citedOpen Access
DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation
arXiv (Cornell University)·2023· 10 citedOpen Access
FILM: How can Few-Shot Image Classification Benefit from Pre-Trained Language Models?
arXiv (Cornell University)·2023Open Access
Selective Pre-training for Private Fine-tuning
arXiv (Cornell University)·2023· 1 citedOpen Access
Individual Privacy Accounting for Differentially Private Stochastic Gradient Descent
arXiv (Cornell University)·2022· 5 citedOpen Access
Differentially Private Fine-tuning of Language Models
arXiv (Cornell University)·2021· 45 citedOpen Access

Frequent Co-authors

Sivakanth Gopi(4), Janardhan Kulkarni(4), Saurabh Naik(3), Artūrs Bačkurs(3), Gautam Kamath(3), Yin Tat Lee(3), Sergey Yekhanin(3), Weiran Huang(3), Dahua Yu(2), Huseyin A. Inan(2), Andre Manoel(2), Lukas Wutschitz(2), Da Yu(2), Zinan Lin(2), Kaipeng Zheng(1), Yu Da(1), Tie‐Yan Liu(1), Jian Yin(1), Chulin Xie(1), Huseyin A Inan(1)