Cheng, Chih-Hong

1. Maximum Resilience of Artificial Neural Networks
   2017/04/28 by Chih‐Hong Cheng, Cheng, Chih-Hong, Georg Nührenberg +3 · 4 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Software Engineering (cs.SE)
2. Runtime Monitoring Neuron Activation Patterns
   2018/09/18 by Chih‐Hong Cheng, Cheng, Chih-Hong, Georg Nührenberg +3 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Neural Networks for Safety-Critical Applications - Challenges, Experiments and Perspectives
   2017/09/04 by Cheng, Chih-Hong, Diehl, Frederik, Hamza, Yassine +5 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
4. Runtime Monitoring DNN-Based Perception
   2023/10/06 by Chih‐Hong Cheng, Michael Luttenberger, Cheng, Chih-Hong +3 · 2 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Fault Detection and Control Systems #CCD and CMOS Imaging Sensors
5. EvCenterNet: Uncertainty Estimation for Object Detection using Evidential Learning
   2023/03/06 by Monish R. Nallapareddy, Nallapareddy, Monish R., Kshitij Sirohi +9 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. Towards Safety Verification of Direct Perception Neural Networks
   2019/04/09 by Cheng, Chih-Hong, Huang, Chung-Hao, Brunner, Thomas +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
7. Rethinking Code Review Workflows with LLM Assistance: An Empirical Study
   2025/05/22 by Aðalsteinsson, Fannar Steinn, Magnússon, Björn Borgar, Milicevic, Mislav +2 · 5 citations
   #FOS: Computer and information sciences #Software Engineering (cs.SE)
8. Provably-Robust Runtime Monitoring of Neuron Activation Patterns
   2020/11/24 by Cheng, Chih-Hong · 1 citation
   #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Software Engineering (cs.SE)
9. Continuous Safety Verification of Neural Networks
   2020/10/12 by Chih‐Hong Cheng, Rongjie Yan, Cheng, Chih-Hong +1 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Explainable Artificial Intelligence (XAI)
10. Trustworthy Text-to-Image Diffusion Models: A Timely and Focused Survey
    2024/09/26 by Zhang, Yi, Chen, Zhen, Cheng, Chih-Hong +6 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. What, Indeed, is an Achievable Provable Guarantee for Learning-Enabled Safety Critical Systems
    2023/07/20 by Saddek Bensalem, Bensalem, Saddek, Chih‐Hong Cheng +9 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Reliability and Analysis Research #Systems and Control (eess.SY) #electronic engineering #information engineering
12. BAM: Box Abstraction Monitors for Real-time OoD Detection in Object Detection
    2024/03/27 by Changshun Wu, Wu, Changshun, Weicheng He +7 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies
13. On the Need for a Statistical Foundation in Scenario-Based Testing of Autonomous Vehicles
    2025/05/04 by Zhao, Xingyu, Aghazadeh-Chakherlou, Robab, Cheng, Chih-Hong +2 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO) #Software Engineering (cs.SE)