Registered user since Sat 18 Apr 2015
Miryung Kim is a Professor and a Vice Chair of Graduate Studies in UCLA Computer Science. She directs Software Engineering and Analysis Laboratory. She helped define the new area of Software Engineering for Data Intensive Computing (SE4DA and SE4ML). She works on automated testing and debugging for Apache Spark and developer tools for heterogeneous computing. She conducted the first systematic study of refactoring practices in industry and quantified rearchitecting benefits at Microsoft using Windows version history. She conducted the largest scale study of data scientists in industry. Her group’s Java bytecode debloating JDebloat made a tech transfer impact to Navy.
She received her BS from KAIST and MS and PhD from University of Washington under the supervision of David Notkin. She was an Assistant Professor at the University of Texas at Austin, moved to UCLA as an Associate Professor with tenure in 2014, and was promoted to a Full Professor in 2019. She spent time as a visiting researcher at Microsoft Research. She is an Amazon Scholar at Amazon Web Services.
She produced 6 professors (Columbia, Purdue, two at Virginia Tech, etc). For her impact on nurturing the next generation of academics, she received the ACM SIGSOFT Influential Educator Award. She is a Program Co-Chair of ESEC/FSE 2022, one of top 2 conferences in SE. She is a Keynote Speaker at ASE 2019 and ISSTA 2022. She gave Distinguished Lectures at CMU, UIUC, UMN, UC Irvine, etc. She is an ACM Distinguished Member.
Contributions
2025
2024
ESEC/FSE
ICSE
- Author of Mentoring and Supervising Students within the New Faculty Symposium-track
- Area Chair for Evolution in Research Track within the Research Track-track
- Author of Scaling Code Pattern Inference with Interactive What-If within the Artifact Evaluation-track
- Author of Scaling Code Pattern Inference with Interactive What-If Analysis within the Research Track-track
2023
ESEC/FSE
- Author of Co-Dependence Aware Fuzzing for Dataflow-based Big Data Analytics within the Research Papers-track
- Committee Member in Test of Time Award Committee
- Author of Leveraging Hardware Probes and Optimizations for Accelerating Fuzz Testing of Heterogeneous Applications within the Research Papers-track
- Session Chair of Code Search and Text to Code (part of Research Papers)
2022
ESEC/FSE
- Session Chair of Software Evolution (part of Research Papers)
- Steering Committee Member in Steering Committee
- Session Chair of Opening session + Distinguished paper awards (part of Plenary Events)
- Author of Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks? within the ESEC/FSE 2020-track
- Session Chair of Keynote III - Marsha Chechik (part of Plenary Events)
- Program Co-Chair in Program Committee within the Research Papers-track
- Program Co-Chair in Organizing Committee
ASE
2021
ASE
ESEC/FSE
ICSE
Mining Software Repositories
2020
ESEC/FSE
- Author of WebJShrink: A Web Service for Debloating Java Bytecode within the Tool Demos-track
- Author of Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks? within the Research Papers-track
- Author of JShrink: In-Depth Investigation into Debloating Modern Java Applications within the Research Papers-track
ASE
ICSE
- Speaker of Software Engineering for Data Analytics within the Technical Briefings-track
- Co-chair in Committee within the Workshops-track
- Author of HeteroRefactor: Refactoring for Heterogeneous Computing with FPGA within the Technical Papers-track
- Committee Member in Program Committee within the Journal First-track
- Workshops Co-Chair in Organizing Committee
- Author of BigTest: Symbolic Execution Based Systematic Test Generation Tool for Apache Spark within the Demonstrations-track
2019
ASE
2018
ESEC/FSE
- Author of New frontier of mining software repositories at scale---Usability and information delivery (invited talk) within the WASPI-track
- Author of BigSift: Automated Debugging of Big Data Analytics in Data-Intensive Scalable Computing within the Demonstrations-track
- Author of Invited Talk (part of WASPI)
- Author of Augmenting Stack Overflow with API Usage Patterns Mined from GitHub within the Demonstrations-track
ICSE
- Author of Data Scientists in Software Teams: State of the Art and Challenges within the Journal first papers-track
- Author of Poster F45: Grafter: Transplantation and Differential Testing for Clones within the Posters -track
- Committee Member in Program board within the Technical Papers -track
- Author of Are Code Examples on an Online Q&A Forum Reliable? A Study of API Misuse on Stack Overflow within the Technical Papers -track
- Session Chair of Performance and Maintenance (part of Technical Papers )