Miryung Kim

Registered user since Sat 18 Apr 2015

Name:Miryung Kim
Bio:

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.

Country:United States
Affiliation:University of California at Los Angeles, USA
Research interests:Software Engineering

Contributions

ICSE 2024 Area Chair for Evolution in Research Track within the Research Track-track
ICSE 2023 Author of Software Engineering for Big Data and Hardware Heterogeneity within the FoSE - Future of Software Engineering -track
ESEC/FSE 2022 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 2022 Session Chair of MIP Awards (part of Research Papers)
Most Influential Paper Co-Chair in MIP Co-Chairs within the MIP Awards-track
Most Influential Paper Co-Chair in Organizing Committee
ISSTA 2022 Author of Software Developer Tools for Democratizing Heterogeneous Computing Applications within the Keynotes-track
PLDI 2022 Author of Mako: A Low-Pause, High-Throughput Evacuating Collector for Memory-Disaggregated Datacenters within the PLDI-track
ICSE 2022 Panelist of Funding strategies within the NFS - New Faculty Symposium-track
MSR 2022 MSR Award Co-Chair in Committee within the MSR Awards-track
Session Chair of Foundational Contribution Award Session (part of Technical Papers)
MSR Award Co-Chair in Organizing Committee
ASE 2021 Author of QDiff: Differential Testing of Quantum Software Stacks within the Research Papers-track
Speaker of Ask Me Anything - Miryung Kim within the Social/Networking -track
ESEC/FSE 2021 Author of HeteroFuzz: Fuzz Testing to Detect Platform Dependent Divergence for Heterogeneous Applications within the Research Papers-track
Committee Member in Steering Committee
Committee Member in Program Committee within the Research Papers-track
Co-chair in Test of Time Award Committee
ICSE 2021 Committee Member in Program Committee within the Technical Track-track
Author of Efficient Fuzz Testing for Apache Spark Using Framework Abstraction within the DEMO - Demonstrations-track
MET 2021 Author of BMT: Behavior Driven Development-based MetamorphicTesting for Autonomous Driving Models within the MET 2021-track
MSR 2021 MSR Award Co-Chair in Committee within the MSR Awards-track
ESEC/FSE 2020 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 2020 Speaker of Ask Me Anything - Miryung Kim within the Social/Networking -track
Author of BigFuzz: Efficient Fuzz Testing for Data Analytics using Framework Abstraction within the Research Papers-track
ICSE 2020 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
MSR 2020 Author of Characterizing and Identifying Composite Refactorings: Concepts, Heuristics and Patterns within the Technical Papers-track
Panelist of SE4ML AMA within the Ask Me Anything-track
ASE 2019 Committee Member in Program Committee within the Doctoral Symposium-track
Author of Re-engineering Software Engineering for a Data-centric World within the Research Papers-track
ICSE 2019 Author of Analyzing and Supporting Adaptation of Online Code Examples within the Technical Track-track
Author of Active Inductive Logic Programming for Code Search within the Technical Track-track
ESEC/FSE 2018 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
SALAD 2018 Committee Member in Program Committee within the SALAD-track
* ICSE 2018 * 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 )
Onward! 2015 Committee Member in Program Committee within the Onward! Papers-track
ETX Committee Member in Program Committee within the ETX-track
Committee Member in Program Committee
SPLASH 2012 Committee Member in Program Committee within the OOPSLA Research Papers-track
Committee Member in Program Committee