Pin‐Yu Chen

University of Notre Dame — United States

Computer Science · Physical Sciences

53h-index13.3kcitations690works2.02yr avg
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Research Topics

Adversarial Robustness in Machine Learning(224), Anomaly Detection Techniques and Applications(93), Domain Adaptation and Few-Shot Learning(74), Advanced Neural Network Applications(58), Complex Network Analysis Techniques(50)

Publications689 total

TensorHyper-VQC: a tensor-train-guided hypernetwork for robust and scalable variational quantum computing
npj Quantum Information·2026Open Access
Benchmarking large language models on safety risks in scientific laboratories
Nature Machine Intelligence·2026· 3 citedOpen Access
Leveraging network motifs to improve artificial neural networks
Nature Communications·2025Open Access
ICX360: In-Context eXplainability 360 Toolkit
arXiv (Cornell University)·2025Open Access
Patching LLM Like Software: A Lightweight Method for Improving Safety Policy in Large Language Models
arXiv (Cornell University)·2025Open Access
Autoimmune and paraneoplastic encephalitis–associated neuronal autoantibodies with serial EEG in adults with unexplained new‐onset seizures or worsening epilepsy
Epilepsia Open·2025Open Access
Enhancing Sentiment Classification with Machine Learning and Combinatorial Fusion
arXiv (Cornell University)·2025Open Access
Defining the role of systemic autoimmune markers in adult epilepsy: A focus on autoimmune‐associated epilepsy
Epilepsia Open·2025Open Access
CarBoN: Calibrated Best-of-N Sampling Improves Test-time Reasoning
arXiv (Cornell University)·2025Open Access
LLM Unlearning on Noisy Forget Sets: A Study of Incomplete, Rewritten, and Watermarked Data
arXiv (Cornell University)·2025Open Access
Diversity Boosts AI-Generated Text Detection
arXiv (Cornell University)·2025Open Access
Exploring the benefits of differentially private pre-training and fine-tuning for table transformers
ITU Journal on Future and Evolving Technologies·2025Open Access
Differentiable Prompt Learning for Vision Language Models
2025
SPARC: An AI-Based Speech Processing and Real-Time Correction System
2025
Position Specific Scoring Is All You Need? Revisiting Protein Sequence Classification Tasks
Lecture notes in computer science·2025
The effect of the ‘Stable Sugar Winner’ board game on dietary knowledge, attitudes, and behavioral self-efficacy in preventing diabetes among community-dwelling older adults
Geriatric Nursing·2025· 2 cited
Attention Slipping: A Mechanistic Understanding of Jailbreak Attacks and Defenses in LLMs
ArXiv.org·2025Open Access
Rethinking Data Protection in the (Generative) Artificial Intelligence Era
arXiv (Cornell University)·2025Open Access
VQC-MLPNet: An Unconventional Hybrid Quantum-Classical Architecture for Scalable and Robust Quantum Machine Learning
arXiv (Cornell University)·2025Open Access
DHODH Blockade Induces Ferroptosis in Neuroblastoma by Modulating the Mevalonate Pathway
Molecular & Cellular Proteomics·2025· 1 citedOpen Access
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Frequent Co-authors

Cho‐Jui Hsieh(14), Jinfeng Yi(12), Huan Zhang(9), Sijia Liu(6), Shin‐Ming Cheng(6), Tsui-Wei Weng(6), Huan Zhang(5), Hongge Chen(5), Kaidi Xu(5), Xue Lin(5), Luca Daniel(5), Minhao Cheng(5), Yash Sharma(4), Paishun Ting(4), Sijia Liu(4), Amit Dhurandhar(4), Ronny Luss(4), Karthikeyan Shanmugam(4), Kwang‐Cheng Chen(4), Chun‐Chen Tu(3)