Yujun Zhou

University of Notre Dame — United States

Computer Science · Physical Sciences

8h-index339citations51works1.32yr avg
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Research Topics

Topic Modeling(8), Adversarial Robustness in Machine Learning(7), Advanced Text Analysis Techniques(7), Sentiment Analysis and Opinion Mining(5), Advanced Malware Detection Techniques(5)

Publications51 total

Hybrid Attention Lagrangian Variational Autoencoder With Latent Representation Disentanglement for Fault Diagnosis Under Time-Varying Operating Conditions
IEEE Transactions on Reliability·2025
A hybrid data-driven and physics-informed model for tool wear recognition
IET conference proceedings.·2025
Extracting Failure Modes from Chinese Short Texts Using Machine Learning and Large Language Model
2025Open Access
Causally-Enhanced Reinforcement Policy Optimization
arXiv (Cornell University)·2025Open Access
Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction To Generation and Beyond
2025· 3 cited
Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study
arXiv (Cornell University)·2025Open Access
AdaReasoner: Adaptive Reasoning Enables More Flexible Thinking in Large Language Models
arXiv (Cornell University)·2025Open Access
Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis
arXiv (Cornell University)·2025Open Access
Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction to Generation and Beyond
arXiv (Cornell University)·2025· 6 citedOpen Access
Prioritization First, Principles Second: An Adaptive Interpretation of Helpful, Honest, and Harmless Principles
arXiv (Cornell University)·2025Open Access
A systematic meta-analysis of the impacts of group awareness tools on learning achievements, learning behaviors, and learning perceptions from 2010–2023
Interactive Learning Environments·2025· 1 cited
Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study
2025· 1 citedOpen Access
Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis
2025Open Access
Social Science Meets LLMs: How Reliable Are Large Language Models in Social Simulations?
arXiv (Cornell University)·2024Open Access
Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction To Generation and Beyond
2024
Attack-free Evaluating and Enhancing Adversarial Robustness on Categorical Data
SPIRE - Sciences Po Institutional REpository·2024Open Access
Defending Jailbreak Prompts via In-Context Adversarial Game
arXiv (Cornell University)·2024· 3 citedOpen Access
SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark
arXiv (Cornell University)·2024Open Access
Defending Jailbreak Prompts via In-Context Adversarial Game
2024· 8 citedOpen Access
SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark
2024· 4 citedOpen Access
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Frequent Co-authors

Kehan Guo(14), Xiangliang Zhang(14), Kathy Baylis(9), Haomin Zhuang(8), Erin Lentz(6), Hope Michelson(6), Changliang Li(6), Yue Huang(6), Bo Xu(5), Hongyan Bao(5), Taicheng Guo(5), Xiangqi Wang(5), Jiaming Xu(4), Yufei Han(4), Saike He(3), Evan C. Palmer‐Young(3), Rosemary Malfi(3), Bryanna Joyce(3), Hannah Whitehead(3), Jennifer I. Van Wyk(3)