diff --git a/images/people/1XjHSuWAHzGx4bkPs56FiuYOFwXNf25GG.jpg b/images/people/1XjHSuWAHzGx4bkPs56FiuYOFwXNf25GG.jpg new file mode 100644 index 0000000..d9a9494 Binary files /dev/null and b/images/people/1XjHSuWAHzGx4bkPs56FiuYOFwXNf25GG.jpg differ diff --git a/json/people.json b/json/people.json index dc94db1..3e528ae 100644 --- a/json/people.json +++ b/json/people.json @@ -131,6 +131,23 @@ "id": "15JTp_MFpziFxNYjSqpyyoYPoDRw2y6Hm", "shef_ai_link": "dennis-wang" }, + { + "title": "Dr", + "name": "Donghwan Shin", + "position": "Lecturer in Teseting", + "affiliation": "University of Sheffield", + "research_areas": "Security and Business and Public Policy, Cross-cutting Challenges", + "research_interest_terms": "Safety and ethics", + "short_biography": "I am a lecturer (assistant professor in the American system) at the Department of Computer Science, University of Sheffield, Sheffield, UK. My research interests lie in mutation testing, testing for ML-enabled cyber-physical systems (e.g., ML-enabled automated driving systems), and log analysis (e.g., model inference and anomaly detection). I have published many research papers at venues such as ICSE, ICST, ISSTA, and MODELS and journals such as TSE, EMSE, and STVR. Please see my Google Scholar page (https://scholar.google.co.kr/citations?user=6uSW0MQAAAAJ) for details.", + "research_interest_summary": "More and more software systems are integrated with Artificial Intelligence (AI), especially Machine Learning (ML) and Deep Learning (DL). However, ML/DL models are inherently different from traditional software programs; such models obtain decision logic via \"training\", whereas traditional programs obtain it via \"programming\". To address this challenge, I developed an automated test data (image) generation technique for DL models with many outputs (e.g., DNNs for facial key-point detection). Also, I developed efficient testing techniques for ML-enabled Automated Driving Systems (ADS) using surrogate models and reinforcement learning. ", + "homepage": "https://dshin.info", + "linkedin": "#", + "google_scholar": "https://scholar.google.co.kr/citations?user=6uSW0MQAAAAJ", + "github": "#", + "photo": "1XjHSuWAHzGx4bkPs56FiuYOFwXNf25GG.jpg", + "id": "1XjHSuWAHzGx4bkPs56FiuYOFwXNf25GG", + "shef_ai_link": "donghwan-shin" + }, { "title": "Mr", "name": "Edwin Brown",