Duane S. Boning

1. Towards Fast Computation of Certified Robustness for ReLU Networks
   2018/04/25 by Tsui-Wei Weng, Weng, Tsui-Wei, Huan Zhang +13 · 29 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Robust Reinforcement Learning on State Observations with Learned Optimal Adversary
   2021/01/21 by Huan Zhang, Hongge Chen, Zhang, Huan +5 · 21 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
3. Towards Stable and Efficient Training of Verifiably Robust Neural Networks
   2019/06/14 by Huan Zhang, Hongge Chen, Zhang, Huan +13 · 15 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Cardiac Arrest and Resuscitation #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Robustness Verification of Tree-based Models
   2019/06/10 by Hongge Chen, Huan Zhang, Chen, Hongge +9 · 5 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Robust Decision Trees Against Adversarial Examples
   2019/02/27 by Hongge Chen, Chen, Hongge, Huan Zhang +5 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. RL Tango: Reinforcing Generator and Verifier Together for Language Reasoning
   2025/05/21 by Kaiwen Zha, Zhengqi Gao, Zha, Kaiwen +9 · 18 citations
   Computer Science · #Natural Language Processing Techniques
7. Multi-Stage Influence Function
   2020/07/17 by Hongge Chen, Si Si, Chen, Hongge +11 · 4 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Topic Modeling
8. Adjusting for Autocorrelated Errors in Neural Networks for Time Series
   2021/01/28 by Fan-Keng Sun, Sun, Fan-Keng, Christopher I. Lang +3 · 3 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
9. The Limitations of Adversarial Training and the Blind-Spot Attack
   2019/01/15 by Huan Zhang, Hongge Chen, Zhang, Huan +9 · 2 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
10. REG: Rectified Gradient Guidance for Conditional Diffusion Models
    2025/01/31 by Zhengqi Gao, Kaiwen Zha, Gao, Zhengqi +6 · 3 citations
    Computer Science · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks
11. A Review of Bayesian Methods in Electronic Design Automation
    2023/03/13 by Zhengqi Gao, Duane S. Boning, Gao, Zhengqi +1 · 1 citation
    Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Advanced Statistical Process Monitoring #Applications (stat.AP) #FOS: Computer and information sciences #Optimal Experimental Design Methods
12. Simple Feedfoward Neural Networks are Almost All You Need for Time Series Forecasting
    2025/03/30 by Fan-Keng Sun, Sun, Fan-Keng, Yu-Cheng Wu +3 · 1 citation
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Stock Market Forecasting Methods #Time Series Analysis and Forecasting