Chen, Pin-Yu

Time-LLM: Time Series Forecasting by Reprogramming Large Language Models

Jin, M., Wang, S., Ma, L., Chu, Z., Zhang, J. Y., Shi, X., Chen, P.-Y., Liang, Y., Li, Y.-F., Pan, S., et al. (2023) · arXiv

Time Series Analysis and ForecastingForecasting Techniques and Applications

Cited by 276

Query-Efficient Hard-label Black-box Attack:An Optimization-based Approach

Cheng, M., Le, T., Chen, P.-Y., Yi, J., Zhang, H., & Hsieh, C.-J. (2018) · arXiv

Adversarial Robustness in Machine LearningSoftware Testing and Debugging Techniques

Cited by 269

One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques

Arya, V., Bellamy, R. K. E., Chen, P.-Y., Dhurandhar, A., Hind, M., Hoffman, S. C., Houde, S., Liao, Q. V., Luss, R., Mojsilović, A., et al. (2019) · arXiv

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 268

Vision Transformers Are Robust Learners

Paul, S., & Chen, P.-Y. (2022) · Proceedings of the AAAI Conference on Artificial Intelligence

Adversarial Robustness in Machine LearningAdvanced Neural Network Applications

Cited by 244

On the Adversarial Robustness of Vision Transformers

Shao, R., Shi, Z., Yi, J., Chen, P.-Y., & Hsieh, C.-J. (2021) · arXiv

Adversarial Robustness in Machine LearningAdvanced Neural Network Applications

Cited by 68

Diminution of context association memory structure in subjects with subjective cognitive decline

Fan, L., Lai, Y., Chen, T., Hsu, Y., Chen, P., Huang, K., Cheng, T., Tseng, W. I., Hua, M., Chen, Y., et al. (2018) · Human Brain Mapping

Dementia and Cognitive Impairment ResearchAlzheimer's disease research and treatments

Cited by 40

AI Maintenance: A Robustness Perspective

Chen, P.-Y., & Das, P. (2023) · Computer

Ethics and Social Impacts of AIAdversarial Robustness in Machine Learning

Cited by 29

Altered mismatch response of inferior parietal lobule in amnestic mild cognitive impairment: A magnetoencephalographic study

Chen, P., Hsu, H., Chao, Y., Nouchi, R., Wang, P., & Cheng, C. (2021) · CNS Neuroscience & Therapeutics

Dementia and Cognitive Impairment ResearchNeurobiology of Language and Bilingualism

Cited by 14

Meta-federated learning

Aramoon, O., Chen, P.-Y., Qu, G., & Tian, Y. (2024) · Federated Learning

Privacy-Preserving Technologies in DataAdversarial Robustness in Machine Learning

Cited by 12

Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge

Ye, J., Wang, Y., Huang, Y., Chen, D., Zhang, Q., Moniz, N., Gao, T., Geyer, W., Huang, C., Chen, P.-Y., et al. (2024) · arXiv

Ethics and Social Impacts of AIArtificial Intelligence in Law

Cited by 11

Larimar: Large Language Models with Episodic Memory Control

Das, P., Chaudhury, S., Nelson, E., Melnyk, I., Swaminathan, S., Dai, S., Lozano, A., Kollias, G., Chenthamarakshan, V., Jiří, et al. (2024) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 3

Measuring the Robustness of Audio Deepfake Detection under Real-World Corruption

Li, X., Chen, P.-Y., & Wei, W. (2026) · Proceedings of the Sixteenth ACM Conference on Data and Application Security and Privacy

Speech Recognition and SynthesisDigital Media Forensic Detection

Cited by 0