A large-scale survey on the usability of ai programming assistants: Successes and challenges JT Liang, C Yang, BA Myers Proceedings of the 46th IEEE/ACM international conference on software …, 2024 | 165* | 2024 |
Llms as workers in human-computational algorithms? replicating crowdsourcing pipelines with llms T Wu, H Zhu, M Albayrak, A Axon, A Bertsch, W Deng, Z Ding, B Guo, ... arXiv preprint arXiv:2307.10168, 2023 | 37 | 2023 |
Subtle Bugs Everywhere: Generating Documentation for Data Wrangling Code C Yang, S Zhou, J Guo, LC, C Kästner Proceedings of the 36th IEEE/ACM International Conference on Automated …, 2021 | 25 | 2021 |
Data Leakage in Notebooks: Static Detection and Better Processes C Yang, RA Brower-Sinning, GA Lewis, C Kästner Proceedings of the 37th IEEE/ACM International Conference on Automated …, 2022 | 16 | 2022 |
Accelerating patch validation for program repair with interception-based execution scheduling YA Xiao, C Yang, B Wang, Y Xiong IEEE Transactions on Software Engineering 50 (3), 618-635, 2024 | 11 | 2024 |
Beyond Testers' Biases: Guiding Model Testing with Knowledge Bases using LLMs C Yang, R Rustogi, R Brower-Sinning, GA Lewis, C Kästner, T Wu Findings of the Association for Computational Linguistics: EMNLP 2023, 2023 | 11 | 2023 |
Expressapr: Efficient patch validation for java automated program repair systems YA Xiao, C Yang, B Wang, Y Xiong 2023 38th IEEE/ACM International Conference on Automated Software …, 2023 | 9 | 2023 |
Capabilities for Better ML Engineering C Yang, R Brower-Sinning, GA Lewis, C Kästner, T Wu AAAI's Workshop on Artificial Intelligence Safety, 2022 | 8 | 2022 |
(why) is my prompt getting worse? Rethinking regression testing for evolving llm apis W Ma, C Yang, C Kästner Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering …, 2024 | 6 | 2024 |
Accelerating Program Analyses in Datalog by Merging Library Facts Y Chen, C Yang, X Zhang, Y Xiong, H Tang, X Wang, L Zhang International Static Analysis Symposium, 77-101, 2021 | 5 | 2021 |
Orbit: A Framework for Designing and Evaluating Multi-objective Rankers C Yang, T Xiao, M Shavlovsky, C Kästner, T Wu arXiv preprint arXiv:2411.04798, 2024 | | 2024 |
What Is Wrong with My Model? Identifying Systematic Problems with Semantic Data Slicing C Yang, Y Hong, G Lewis, T Wu, C Kästner Proceedings of the 39th IEEE/ACM International Conference on Automated …, 2024 | | 2024 |
Differential Performance Fuzzing of Configuration Options H Baik, C Yang, V Vikram, P Jamshidi, R Padhye, C Kästner | | |