{"total":16,"rows":[{"id":"2112.01771","title":"Understanding Performance Problems in Deep Learning Systems","created":"2021-12-03","cited_by_count":12,"area":null},{"id":"2210.00859","title":"Requirements Engineering for Machine Learning: A Review and Reflection","created":"2022-10-03","cited_by_count":7,"area":null},{"id":"2308.02935","title":"Bias Behind the Wheel: Fairness Testing of Autonomous Driving Systems","created":"2023-08-05","cited_by_count":7,"area":null},{"id":"2402.05981","title":"Anatomizing Deep Learning Inference in Web Browsers","created":"2024-02-08","cited_by_count":6,"area":null},{"id":"2408.09196","title":"Maintainability Challenges in ML: A Systematic Literature Review","created":"2024-08-17","cited_by_count":5,"area":null},{"id":"2310.06800","title":"Test & Evaluation Best Practices for Machine Learning-Enabled Systems","created":"2023-10-10","cited_by_count":4,"area":null},{"id":"2201.09953","title":"Challenges in Migrating Imperative Deep Learning Programs to Graph Execution: An Empirical Study","created":"2022-01-24","cited_by_count":2,"area":null},{"id":"2204.04220","title":"Characterizing and Understanding the Behavior of Quantized Models for Reliable Deployment","created":"2022-04-08","cited_by_count":2,"area":null},{"id":"2306.06157","title":"Fault Localization for Buggy Deep Learning Framework Conversions in Image Recognition","created":"2023-06-10","cited_by_count":2,"area":null},{"id":"2308.12438","title":"Deploying Deep Reinforcement Learning Systems: A Taxonomy of Challenges","created":"2023-08-23","cited_by_count":2,"area":null},{"id":"2212.01635","title":"An Empirical Study of AI Techniques in Mobile Applications","created":"2022-12-03","cited_by_count":1,"area":null},{"id":"2508.04925","title":"Why Attention Fails: A Taxonomy of Faults in Attention-Based Neural Networks","created":"2025-08-06","cited_by_count":1,"area":null},{"id":"2406.08688","title":"On Security Weaknesses and Vulnerabilities in Deep Learning Systems","created":"2024-06-12","cited_by_count":0,"area":null},{"id":"2504.05424","title":"Speculative Automated Refactoring of Imperative Deep Learning Programs to Graph Execution","created":"2025-04-07","cited_by_count":0,"area":null},{"id":"2504.11079","title":"Scalability and Maintainability Challenges and Solutions in Machine Learning: Systematic Literature Review","created":"2025-04-15","cited_by_count":0,"area":null},{"id":"2510.04997","title":"AutoEmpirical: LLM-Based Automated Research for Empirical Software Fault Analysis","created":"2025-10-06","cited_by_count":0,"area":null}],"next_cursor":null}