publications

More information on the publications is available at Google Scholar.

2023

  1. Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations
    Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, and Tsung-Yi Ho
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2023)
  2. NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration
    Lei Hsiung, Yung-Chen Tang, Pin-Yu Chen, and Tsung-Yi Ho
    In Proceedings of the 37th AAAI Conference on Artificial Intelligence Demo Track, AAAI (2023)
  3. NeuralFuse: Learning to Improve the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes
    Hao-Lun Sun, Lei Hsiung, Nandhini Chandramoorthy, Pin-Yu Chen, and Tsung-Yi Ho
    Under Review. Preliminary version in NeurIPS workshop. (2023)
  4. Reducing surgical site infections after spine surgery: the optimal amount of normal saline for intra-wound irrigation
    Wei Hsiung, Yu-Cheng Yao, Hsi-Hsien Lin, Shih-Tien Wang, Lei Hsiung, Kuan-Jung Chen, Ming-Chau Chang, and Po-Hsin Chou
    The Spine Journal (2023)

2022

  1. A Lab-Based Investigation of Reaction Time and Reading Performance Using Different In-Vehicle Reading Interfaces during Self-Driving
    Lei Hsiung, Yung-Ju Chang, Wei-Ko Li, Tsung-Yi Ho, and Shan-Hung Wu
    In Proceedings of the 14th International ACM Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI (2022)
  2. CARBEN: Composite Adversarial Robustness Benchmark
    Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, and Tsung-Yi Ho
    In Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence Demo Track, IJCAI (2022)

patents

  1. Method and System for Automated Visual Prompting of Foundation Models
    Pin-Yu Chen, Sijia Liu, I-Hsin Chung, Yada Zhu, Lei Hsiung, Tsung-Yi Ho, and Hsi-Ai Tsao
    U.S. Patent (pending) (2023)
  2. Input Data Transformation Framework for Low-Voltage Models
    Pin-Yu Chen, Nandhini Chandramoorthy, Karthik V Swaminathan, Pradip Bose, Hao-Lun Sun, Lei Hsiung, and Tsung-Yi Ho
    U.S. Patent Application No: 18/448,208. (2023)
  3. Composite Adversarial Attack Model Training For Neural Networks
    Pin-Yu Chen, I-Hsin Chung, Bo Wu, Chuang Gan, Lei Hsiung, Yun-Yun Tsai, and Tsung-Yi Ho
    U.S. Patent Application No: 18/331,211. (2023)