An Ethnographic Study of Copy and Paste Programming Practices in OOPL. - Miryung Kim; Lawrence D. Bergman; Tessa A. Lau; David Notkin (ISESE, 2004)

A Study of Evolution in the Presence of Source-Derived Partial Design Representations. - Vibha Sazawal; Miryung Kim; David Notkin (IWPSE, 2004)

An empirical study of code clone genealogies. - Miryung Kim; Vibha Sazawal; David Notkin; Gail C. Murphy (ESEC/SIGSOFT FSE, 2005)

Using a clone genealogy extractor for understanding and supporting evolution of code clones. - Miryung Kim; David Notkin (ACM SIGSOFT Softw. Eng. Notes, 2005)

Program element matching for multi-version program analyses. - Miryung Kim; David Notkin (MSR, 2006)

TA-RE: an exchange language for mining software repositories. - Sunghun Kim 001; Thomas Zimmermann 001; Miryung Kim; Ahmed E. Hassan; Audris Mockus; Tudor Gîrba; Martin Pinzger 001; E. James Whitehead Jr.; Andreas Zeller (MSR, 2006)

SoftGUESS: Visualization and Exploration of Code Clones in Context. - Eytan Adar; Miryung Kim (ICSE, 2007)

Understanding and Aiding Code Evolution by Inferring Change Patterns. - Miryung Kim (ICSE Companion, 2007)

Automatic Inference of Structural Changes for Matching across Program Versions. - Miryung Kim; David Notkin; Dan Grossman (ICSE, 2007)

Discovering and representing systematic code changes. - Miryung Kim; David Notkin (ICSE, 2009)

LSdiff: a program differencing tool to identify systematic structural differences. - Alex Loh; Miryung Kim (ICSE (2), 2010)

AURA: a hybrid approach to identify framework evolution. - Wei Wu; Yann-Gaël Guéhéneuc; Giuliano Antoniol; Miryung Kim (ICSE (1), 2010)

Template-based reconstruction of complex refactorings. - Kyle Prete; Napol Rachatasumrit; Nikita Sudan; Miryung Kim (ICSM, 2010)

A program differencing algorithm for verilog HDL. - Adam Duley; Chris Spandikow; Miryung Kim (ASE, 2010)

A graph-based approach to API usage adaptation. - Hoan Anh Nguyen; Tung Thanh Nguyen; Gary Wilson Jr.; Anh Tuan Nguyen 001; Miryung Kim; Tien N. Nguyen (OOPSLA, 2010)

Managing technical debt in software-reliant systems. - Nanette Brown; Yuanfang Cai; Yuepu Guo; Rick Kazman; Miryung Kim; Philippe Kruchten; Erin Lim; Alan MacCormack; Robert L. Nord; Ipek Ozkaya; Raghvinder S. Sangwan; Carolyn B. Seaman; et al. (FoSER, 2010)

Ref-Finder: a refactoring reconstruction tool based on logic query templates. - Miryung Kim; Matthew Gee; Alex Loh; Napol Rachatasumrit (SIGSOFT FSE, 2010)

Validity concerns in software engineering research. - Hyrum K. Wright; Miryung Kim; Dewayne E. Perry (FoSER, 2010)

An Empirical Study of Long-Lived Code Clones. - Dongxiang Cai; Miryung Kim (FASE, 2011)

An exploratory study of awareness interests about software modifications. - Miryung Kim (CHASE, 2011)

An empirical investigation into the role of API-level refactorings during software evolution. - Miryung Kim; Dongxiang Cai; Sunghun Kim 001 (ICSE, 2011)

Detecting software modularity violations. - Sunny Wong 001; Yuanfang Cai; Miryung Kim; Michael Dalton (ICSE, 2011)

Localizing failure-inducing program edits based on spectrum information. - Lingming Zhang 001; Miryung Kim; Sarfraz Khurshid (ICSM, 2011)

Systematic editing: generating program transformations from an example. - Na Meng 001; Miryung Kim; Kathryn S. McKinley (PLDI, 2011)

Sydit: creating and applying a program transformation from an example. - Na Meng 001; Miryung Kim; Kathryn S. McKinley (SIGSOFT FSE, 2011)

Specification-Based Test Repair Using a Lightweight Formal Method. - Guowei Yang 001; Sarfraz Khurshid; Miryung Kim (FM, 2012)

BRACE: An assertion framework for debugging cyber-physical systems. - Kevin Boos; Chien-Liang Fok; Christine Julien 001; Miryung Kim (ICSE, 2012)

An empirical investigation into the impact of refactoring on regression testing. - Napol Rachatasumrit; Miryung Kim (ICSM, 2012)

An empirical study of supplementary bug fixes. - Jihun Park; Miryung Kim; Baishakhi Ray; Doo-Hwan Bae (MSR, 2012)

A field study of refactoring challenges and benefits. - Miryung Kim; Thomas Zimmermann 001; Nachiappan Nagappan (SIGSOFT FSE, 2012)

A case study of cross-system porting in forked projects. - Baishakhi Ray; Miryung Kim (SIGSOFT FSE, 2012)

REPERTOIRE: a cross-system porting analysis tool for forked software projects. - Baishakhi Ray; Christopher Wiley; Miryung Kim (SIGSOFT FSE, 2012)

FaultTracer: a change impact and regression fault analysis tool for evolving Java programs. - Lingming Zhang 001; Miryung Kim; Sarfraz Khurshid (SIGSOFT FSE, 2012)

Vdiff: a program differencing algorithm for Verilog hardware description language. - Adam Duley; Chris Spandikow; Miryung Kim (Autom. Softw. Eng., 2012)

LASE: an example-based program transformation tool for locating and applying systematic edits. - John Jacobellis; Na Meng 001; Miryung Kim (ICSE, 2013)

LASE: locating and applying systematic edits by learning from examples. - Na Meng 001; Miryung Kim; Kathryn S. McKinley (ICSE, 2013)

An Empirical Study of API Stability and Adoption in the Android Ecosystem. - Tyler McDonnell; Baishakhi Ray; Miryung Kim (ICSM, 2013)

Detecting and characterizing semantic inconsistencies in ported code. - Baishakhi Ray; Miryung Kim; Suzette Person; Neha Rungta (ASE, 2013)

FaultTracer: a spectrum-based approach to localizing failure-inducing program edits. - Lingming Zhang 001; Miryung Kim; Sarfraz Khurshid (J. Softw. Evol. Process., 2013)

Identifying and Summarizing Systematic Code Changes via Rule Inference. - Miryung Kim; David Notkin; Dan Grossman; Gary Wilson Jr. (IEEE Trans. Software Eng., 2013)

Recommending Program Transformations - Automating Repetitive Software Changes. - Miryung Kim; Na Meng 001 (Recommendation Systems in Software Engineering, 2014)

Cookbook: in situ code completion using edit recipes learned from examples. - John Jacobellis; Na Meng 001; Miryung Kim (ICSE Companion, 2014)

An empirical study on reducing omission errors in practice. - Jihun Park; Miryung Kim; Doo-Hwan Bae (ASE, 2014)

RefDistiller: a refactoring aware code review tool for inspecting manual refactoring edits. - Everton L. G. Alves; Myoungkyu Song; Miryung Kim (SIGSOFT FSE, 2014)

Critics: an interactive code review tool for searching and inspecting systematic changes. - Tianyi Zhang 001; Myoungkyu Song; Miryung Kim (SIGSOFT FSE, 2014)

An Empirical Study of RefactoringChallenges and Benefits at Microsoft. - Miryung Kim; Thomas Zimmermann 001; Nachiappan Nagappan (IEEE Trans. Software Eng., 2014)

Does Automated Refactoring Obviate Systematic Editing? - Na Meng 001; Lisa Hua; Miryung Kim; Kathryn S. McKinley (ICSE (1), 2015)

Interactive Code Review for Systematic Changes. - Tianyi Zhang 001; Myoungkyu Song; Joseph Pinedo; Miryung Kim (ICSE (1), 2015)

Titian: Data Provenance Support in Spark. - Matteo Interlandi; Kshitij Shah; Sai Deep Tetali; Muhammad Ali Gulzar; Seunghyun Yoo; Miryung Kim; Todd D. Millstein; Tyson Condie (Proc. VLDB Endow., 2015)

Five steps for success. - Miryung Kim (Perspectives on Data Science for Software Engineering, 2016)

Optimizing Interactive Development of Data-Intensive Applications. - Matteo Interlandi; Sai Deep Tetali; Muhammad Ali Gulzar; Joseph Noor; Tyson Condie; Miryung Kim; Todd D. Millstein (SoCC, 2016)

Trusted Software Repair for System Resiliency. - Westley Weimer; Stephanie Forrest; Miryung Kim; Claire Le Goues; Patrick Hurley (DSN Workshops, 2016)

Interactive Debugging for Big Data Analytics. - Muhammad Ali Gulzar; Xueyuan Han; Matteo Interlandi; Shaghayegh Mardani; Sai Deep Tetali; Todd D. Millstein; Miryung Kim (HotCloud, 2016)

BigDebug: debugging primitives for interactive big data processing in spark. - Muhammad Ali Gulzar; Matteo Interlandi; Seunghyun Yoo; Sai Deep Tetali; Tyson Condie; Todd D. Millstein; Miryung Kim (ICSE, 2016)

The emerging role of data scientists on software development teams. - Miryung Kim; Thomas Zimmermann 001; Robert DeLine; Andrew Begel (ICSE, 2016)

BigDebug: interactive debugger for big data analytics in Apache Spark. - Muhammad Ali Gulzar; Matteo Interlandi; Tyson Condie; Miryung Kim (SIGSOFT FSE, 2016)

Prioritizing test cases for early detection of refactoring faults. - Everton L. G. Alves; Patrícia D. L. Machado; Tiago Massoni; Miryung Kim (Softw. Test. Verification Reliab., 2016)

Connecting and Serving the Software Engineering Community. - Matthew B. Dwyer; Eric Bodden; Brian Fitzgerald 001; Miryung Kim; Sunghun Kim 001; Amy J. Ko; Emilia Mendes; Raffaela Mirandola; Ana Moreira 001; Forrest Shull; Stephen F. Siegel; Tao Xie 001; et al. (IEEE Trans. Software Eng., 2016)

Automated debugging in data-intensive scalable computing. - Muhammad Ali Gulzar; Matteo Interlandi; Xueyuan Han; Mingda Li; Tyson Condie; Miryung Kim (SoCC, 2017)

Automated transplantation and differential testing for clones. - Tianyi Zhang 001; Miryung Kim (ICSE, 2017)

Debugging Big Data Analytics in Spark with BigDebug. - Muhammad Ali Gulzar; Matteo Interlandi; Tyson Condie; Miryung Kim (SIGMOD Conference, 2017)

An empirical study of supplementary patches in open source projects. - Jihun Park; Miryung Kim; Doo-Hwan Bae (Empir. Softw. Eng., 2017)

Perceptions on the State of the Art in Verification and Validation in Cyber-Physical Systems. - Xi Zheng 001; Christine Julien 001; Miryung Kim; Sarfraz Khurshid (IEEE Syst. J., 2017)

Visualizing API Usage Examples at Scale. - Elena L. Glassman; Tianyi Zhang 001; Björn Hartmann; Miryung Kim (CHI, 2018)

Grafter: transplantation and differential testing for clones. - Tianyi Zhang 001; Miryung Kim (ICSE (Companion Volume), 2018)

Are code examples on an online Q&A forum reliable?: a study of API misuse on stack overflow. - Tianyi Zhang 001; Ganesha Upadhyaya; Anastasia Reinhardt; Hridesh Rajan; Miryung Kim (ICSE, 2018)

BigSift: automated debugging of big data analytics in data-intensive scalable computing. - Muhammad Ali Gulzar; Siman Wang; Miryung Kim (ESEC/SIGSOFT FSE, 2018)

Augmenting stack overflow with API usage patterns mined from GitHub. - Anastasia Reinhardt; Tianyi Zhang 001; Mihir Mathur; Miryung Kim (ESEC/SIGSOFT FSE, 2018)

Refactoring Inspection Support for Manual Refactoring Edits. - Everton L. G. Alves; Myoungkyu Song; Tiago Massoni; Patrícia Duarte de Lima Machado; Miryung Kim (IEEE Trans. Software Eng., 2018)

Data Scientists in Software Teams: State of the Art and Challenges. - Miryung Kim; Thomas Zimmermann 001; Robert DeLine; Andrew Begel (IEEE Trans. Software Eng., 2018)

Adding data provenance support to Apache Spark. - Matteo Interlandi; Ari Ekmekji; Kshitij Shah; Muhammad Ali Gulzar; Sai Deep Tetali; Miryung Kim; Todd D. Millstein; Tyson Condie (VLDB J., 2018)

Software Evolution. - Miryung Kim; Na Meng 001; Tianyi Zhang 001 (Handbook of Software Engineering, 2019)

PerfDebug: Performance Debugging of Computation Skew in Dataflow Systems. - Jason Teoh; Muhammad Ali Gulzar; Guoqing Harry Xu; Miryung Kim (SoCC, 2019)

Analyzing and supporting adaptation of online code examples. - Tianyi Zhang 001; Di Yang 001; Cristina V. Lopes; Miryung Kim (ICSE, 2019)

Active inductive logic programming for code search. - Aishwarya Sivaraman; Tianyi Zhang 001; Guy Van den Broeck; Miryung Kim (ICSE, 2019)

An Empirical Study of Common Challenges in Developing Deep Learning Applications. - Tianyi Zhang 001; Cuiyun Gao 001; Lei Ma 003; Michael R. Lyu; Miryung Kim (ISSRE, 2019)

White-box testing of big data analytics with complex user-defined functions. - Muhammad Ali Gulzar; Shaghayegh Mardani; Madanlal Musuvathi; Miryung Kim (ESEC/SIGSOFT FSE, 2019)

Gerenuk: thin computation over big native data using speculative program transformation. - Christian Navasca; Cheng Cai; Khanh Nguyen 001; Brian Demsky; Shan Lu 001; Miryung Kim; Guoqing Harry Xu (SOSP, 2019)

Enabling Data-Driven API Design with Community Usage Data: A Need-Finding Study. - Tianyi Zhang 001; Björn Hartmann; Miryung Kim; Elena L. Glassman (CHI, 2020)

Influence-based provenance for dataflow applications with taint propagation. - Jason Teoh; Muhammad Ali Gulzar; Miryung Kim (SoCC, 2020)

BigTest: a symbolic execution based systematic test generation tool for Apache spark. - Muhammad Ali Gulzar; Madanlal Musuvathi; Miryung Kim (ICSE (Companion Volume), 2020)

HeteroRefactor: refactoring for heterogeneous computing with FPGA. - Jason Lau; Aishwarya Sivaraman; Qian Zhang 020; Muhammad Ali Gulzar; Jason Cong; Miryung Kim (ICSE, 2020)

BigFuzz: Efficient Fuzz Testing for Data Analytics Using Framework Abstraction. - Qian Zhang 020; Jiyuan Wang; Muhammad Ali Gulzar; Rohan Padhye; Miryung Kim (ASE, 2020)

Characterizing and Identifying Composite Refactorings: Concepts, Heuristics and Patterns. - Leonardo da Silva Sousa; Diego Cedrim; Alessandro Garcia 001; Willian Nalepa Oizumi; Ana Carla Bibiano; Daniel Oliveira 005; Miryung Kim; Anderson Oliveira (MSR, 2020)

Semeru: A Memory-Disaggregated Managed Runtime. - Chenxi Wang; Haoran Ma; Shi Liu; Yuanqi Li; Zhenyuan Ruan; Khanh Nguyen 001; Michael D. Bond; Ravi Netravali; Miryung Kim; Guoqing Harry Xu (OSDI, 2020)

An Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models. - Yao Deng; James Xi Zheng; Tianyi Zhang 001; Chen Chen; Guannan Lou; Miryung Kim (PerCom, 2020)

JShrink: in-depth investigation into debloating modern Java applications. - Bobby R. Bruce; Tianyi Zhang 001; Jaspreet Arora; Guoqing Harry Xu; Miryung Kim (ESEC/SIGSOFT FSE, 2020)

Is neuron coverage a meaningful measure for testing deep neural networks? - Fabrice Harel-Canada; Lingxiao Wang 001; Muhammad Ali Gulzar; Quanquan Gu; Miryung Kim (ESEC/SIGSOFT FSE, 2020)

WebJShrink: a web service for debloating Java bytecode. - Konner Macias; Mihir Mathur; Bobby R. Bruce; Tianyi Zhang 001; Miryung Kim (ESEC/SIGSOFT FSE, 2020)

An ensemble learning approach for software semantic clone detection. - Min Fu 001; Gang Luo; James Xi Zheng; Tianyi Zhang 001; Dongjin Yu; Miryung Kim (CoRR, 2020)

RMT: Rule-based Metamorphic Testing for Autonomous Driving Models. - Yao Deng; Xi Zheng 001; Tianyi Zhang 001; Guannan Lou; Huai Liu; Miryung Kim (CoRR, 2020)

SE4ML - Software Engineering for AI-ML-based Systems (Dagstuhl Seminar 20091). - Kristian Kersting; Miryung Kim; Guy Van den Broeck; Thomas Zimmermann 001 (Dagstuhl Reports, 2020)

Software Engineering for Data Analytics. - Miryung Kim (IEEE Softw., 2020)

OptDebug: Fault-Inducing Operation Isolation for Dataflow Applications. - Muhammad Ali Gulzar; Miryung Kim (SoCC, 2021)

BMT: Behavior Driven Development-based Metamorphic Testing for Autonomous Driving Models. - Yao Deng; Guannan Lou; James Xi Zheng; Tianyi Zhang 001; Miryung Kim; Huai Liu; Chen Wang 008; Tsong Yueh Chen (MET@ICSE, 2021)

Efficient Fuzz Testing for Apache Spark Using Framework Abstraction. - Qian Zhang 020; Jiyuan Wang; Muhammad Ali Gulzar; Rohan Padhye; Miryung Kim (ICSE (Companion Volume), 2021)

QDiff: Differential Testing of Quantum Software Stacks. - Jiyuan Wang; Qian Zhang 020; Guoqing Harry Xu; Miryung Kim (ASE, 2021)

Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads. - John Thorpe; Yifan Qiao; Jonathan Eyolfson; Shen Teng; Guanzhou Hu; Zhihao Jia; Jinliang Wei; Keval Vora; Ravi Netravali; Miryung Kim; Guoqing Harry Xu (OSDI, 2021)

HeteroFuzz: fuzz testing to detect platform dependent divergence for heterogeneous applications. - Qian Zhang 020; Jiyuan Wang; Miryung Kim (ESEC/SIGSOFT FSE, 2021)

Sibylvariant Transformations for Robust Text Classification. - Fabrice Harel-Canada; Muhammad Ali Gulzar; Nanyun Peng 001; Miryung Kim (ACL (Findings), 2022)

HeteroGen: transpiling C to heterogeneous HLS code with automated test generation and program repair. - Qian Zhang 020; Jiyuan Wang; Guoqing Harry Xu; Miryung Kim (ASPLOS, 2022)

Mako: a low-pause, high-throughput evacuating collector for memory-disaggregated datacenters. - Haoran Ma; Shi Liu; Chenxi Wang; Yifan Qiao; Michael D. Bond; Stephen M. Blackburn; Miryung Kim; Guoqing Harry Xu (PLDI, 2022)

Concept-Annotated Examples for Library Comparison. - Litao Yan; Miryung Kim; Bjoern Hartmann; Tianyi Zhang 001; Elena L. Glassman (UIST, 2022)

Canvas: Isolated and Adaptive Swapping for Multi-Applications on Remote Memory. - Chenxi Wang; Yifan Qiao; Haoran Ma; Shi Liu; Yiying Zhang 005; Wenguang Chen; Ravi Netravali; Miryung Kim; Guoqing Harry Xu (CoRR, 2022)

Software Engineering for Data Intensive Scalable Computing and Heterogeneous Computing. - Miryung Kim (ICSE-FoSE, 2023)

NaturalFuzz: Natural Input Generation for Big Data Analytics. - Ahmad Humayun; Yaoxuan Wu; Miryung Kim; Muhammad Ali Gulzar (ASE, 2023)

Hermit: Low-Latency, High-Throughput, and Transparent Remote Memory via Feedback-Directed Asynchrony. - Yifan Qiao; Chenxi Wang; Zhenyuan Ruan; Adam Belay; Qingda Lu; Yiying Zhang 005; Miryung Kim; Guoqing Harry Xu (NSDI, 2023)

Canvas: Isolated and Adaptive Swapping for Multi-Applications on Remote Memory. - Chenxi Wang; Yifan Qiao; Haoran Ma; Shi Liu; Wenguang Chen; Ravi Netravali; Miryung Kim; Guoqing Harry Xu (NSDI, 2023)

Co-dependence Aware Fuzzing for Dataflow-Based Big Data Analytics. - Ahmad Humayun; Miryung Kim; Muhammad Ali Gulzar (ESEC/SIGSOFT FSE, 2023)

Leveraging Hardware Probes and Optimizations for Accelerating Fuzz Testing of Heterogeneous Applications. - Jiyuan Wang; Qian Zhang 020; Hongbo Rong; Guoqing Harry Xu; Miryung Kim (ESEC/SIGSOFT FSE, 2023)

A Declarative Metamorphic Testing Framework for Autonomous Driving. - Yao Deng; James Xi Zheng; Tianyi Zhang 001; Huai Liu; Guannan Lou; Miryung Kim; Tsong Yueh Chen (IEEE Trans. Software Eng., 2023)

Measuring Psychological Depth in Language Models. - Fabrice Harel-Canada; Hanyu Zhou; Sreya Muppalla; Zeynep Yildiz; Miryung Kim; Amit Sahai; Nanyun Peng 001 (EMNLP, 2024)

Scaling Code Pattern Inference with Interactive What-If Analysis. - Hong Jin Kang; Kevin Wang; Miryung Kim (ICSE, 2024)

Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking. - Hong Jin Kang; Fabrice Harel-Canada; Muhammad Ali Gulzar; Nanyun Peng 001; Miryung Kim (NAACL-HLT (Findings), 2024)

Harvesting Idle Memory for Application-managed Soft State with Midas. - Yifan Qiao; Zhenyuan Ruan; Haoran Ma; Adam Belay; Miryung Kim; Harry Xu 001 (NSDI, 2024)

DRust: Language-Guided Distributed Shared Memory with Fine Granularity, Full Transparency, and Ultra Efficiency. - Haoran Ma; Yifan Qiao; Shi Liu; Shan Yu; Yuanjiang Ni; Qingda Lu; Jiesheng Wu; Yiying Zhang 005; Miryung Kim; Harry Xu 001 (OSDI, 2024)

Fuzzing MLIR by Synthesizing Custom Mutations. - Ben Limpanukorn; Jiyuan Wang; Hong Jin Kang; Eric Zitong Zhou; Miryung Kim (CoRR, 2024)

Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking. - Hong Jin Kang; Fabrice Harel-Canada; Muhammad Ali Gulzar; Violet Peng; Miryung Kim (CoRR, 2024)

ConServe: Harvesting GPUs for Low-Latency and High-Throughput Large Language Model Serving. - Yifan Qiao; Shu Anzai; Shan Yu; Haoran Ma; Yang Wang; Miryung Kim; Harry Xu 001 (CoRR, 2024)

PerfGen: Automated Performance Benchmark Generation for Big Data Analytics. - Jiyuan Wang; Jason Teoh; Muhammand Ali Gulza; Qian Zhang 020; Miryung Kim (CoRR, 2024)

Natural Symbolic Execution-Based Testing for Big Data Analytics. - Yaoxuan Wu; Ahmad Humayun; Muhammad Ali Gulzar; Miryung Kim (Proc. ACM Softw. Eng., 2024)

Fuzzing MLIR Compilers with Custom Mutation Synthesis. - Ben Limpanukorn; Jiyuan Wang; Hong Jin Kang; Eric Zitong Zhou; Miryung Kim (ICSE, 2025)

Automatically Detecting Numerical Instability in Machine Learning Applications via Soft Assertions. - Shaila Sharmin; Anwar Hossain Zahid; Subhankar Bhattacharjee; Chiamaka Igwilo; Miryung Kim; Wei Le (Proc. ACM Softw. Eng., 2025)

DuoReduce: Bug Isolation for Multi-layer Extensible Compilation. - Jiyuan Wang; Yuxin Qiu; Ben Limpanukorn; Hong Jin Kang; Qian Zhang 020; Miryung Kim (Proc. ACM Softw. Eng., 2025)

Generating and Understanding Tests via Path-Aware Symbolic Execution with LLMs. - Yaoxuan Wu; Xiaojie Zhou; Ahmad Humayun; Muhammad Ali Gulzar; Miryung Kim (CoRR, 2025)

Structural Code Search using Natural Language Queries. - Ben Limpanukorn; Yanjun Wang; Zach Patterson; Pranav Garg 001; Murali Krishna Ramanathan; Xiaofei Ma 001; Anoop Deoras; Miryung Kim (CoRR, 2025)

From Noise to Knowledge: Interactive Summaries for Developer Alerts. - Burak Yetistiren; Hong Jin Kang; Miryung Kim (CoRR, 2025)

TraceLens: Question-Driven Debugging for Taint Flow Understanding. - Burak Yetistiren; Hong Jin Kang; Miryung Kim (CoRR, 2025)