Boning, Duane

11 publications

NeurIPS 2023 Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction Chih-Yu Lai, Fan-Keng Sun, Zhengqi Gao, Jeffrey H Lang, Duane Boning

NeurIPS 2022 NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation Jiaqi Gu, Zhengqi Gao, Chenghao Feng, Hanqing Zhu, Ray Chen, Duane Boning, David Pan

NeurIPS 2021 Adjusting for Autocorrelated Errors in Neural Networks for Time Series Fan-Keng Sun, Chris Lang, Duane Boning

NeurIPS 2020 Multi-Stage Influence Function Hongge Chen, Si Si, Yang Li, Ciprian Chelba, Sanjiv Kumar, Duane Boning, Cho-Jui Hsieh

ICML 2020 On Lp-Norm Robustness of Ensemble Decision Stumps and Trees Yihan Wang, Huan Zhang, Hongge Chen, Duane Boning, Cho-Jui Hsieh

NeurIPS 2020 Robust Deep Reinforcement Learning Against Adversarial Perturbations on State Observations Huan Zhang, Hongge Chen, Chaowei Xiao, Bo Li, Mingyan Liu, Duane Boning, Cho-Jui Hsieh

ICLR 2020 Towards Stable and Efficient Training of Verifiably Robust Neural Networks Huan Zhang, Hongge Chen, Chaowei Xiao, Sven Gowal, Robert Stanforth, Bo Li, Duane Boning, Cho-Jui Hsieh

ICML 2019 Robust Decision Trees Against Adversarial Examples Hongge Chen, Huan Zhang, Duane Boning, Cho-Jui Hsieh

NeurIPS 2019 Robustness Verification of Tree-Based Models Hongge Chen, Huan Zhang, Si Si, Yang Li, Duane Boning, Cho-Jui Hsieh

ICLR 2019 The Limitations of Adversarial Training and the Blind-Spot Attack Huan Zhang, Hongge Chen, Zhao Song, Duane Boning, Inderjit S. Dhillon, Cho-Jui Hsieh

ICML 2018 Towards Fast Computation of Certified Robustness for ReLU Networks Lily Weng, Huan Zhang, Hongge Chen, Zhao Song, Cho-Jui Hsieh, Luca Daniel, Duane Boning, Inderjit Dhillon