Huimin Hu

E-mail:: huimin.hu at iste.uni-stuttgart.de
Address:: Institut für Softwaretechnologie
Raum 1.201
Universitätsstr. 38
70569 Stuttgart

Currently I am a PhD student at the University of Stuttgart, under the supervision of Prof. Dr. Michael Pradel. My research interests focus on improving the quality and efficiency of software.

Education

PhD student at SOLA: University of Stuttgart, Germany
Since October 2022
Master's degree in Computer Science: University of Seoul, South Korea
September 2020 – August 2022
Bachelor’s degree in Network Engineering: Xinzhou Teachers University, China
September 2015 – July 2019

News and Events

7/2024: We have an opening for a(nother) full professor in Software Engineering at the University of Stuttgart.

7/2024: Our work on calibration and correctness of LLMs for code will appear at ICSE'25.

7/2024: Michael is joining UCLA for part two of his sabbatical.

6/2024: Wasm-R3, the first record-and-replay technique for WebAssembly, will be presented at OOPSLA'24. Congrats to everyone involved in this CMU-Google-KAIST-Stuttgart collaboration.

4/2024: LintQ, our static analysis framework for checking quantum programs, will be presented at FSE'24.

3/2024: Introducing RepairAgent, the first autonomous, LLM-based agent for automated program repair.

2/2024: Michael is joining UC Berkeley for a sabbatical.

2/2024: Luca has successfully defended his PhD thesis on "Supporting Software Evolution via Search and Prediction" and is starting a post-doc at USI Lugano.

1/2024: DyPyBench, a novel benchmark of executable Python code, will be presented at FSE'24.

12/2023: Our paper on repairing static type errors in Python will be presented at ICSE'24.

12/2023: ACM SIGSOFT Distinguished Paper Award for our work on LExecutor.

10/2023: Our work on universal fuzzing with large language models will be presented at ICSE'24.

9/2023: Daniel receives the infos award for the best PhD thesis of the year 2022 in our Computer Science Department. Congrats!

8/2023: Our empirical study of workflows of GitHub Actions will be presented at ICSE'24.

8/2023: Group retreat at Obermarchtal.

7/2023: Our work on LExecutor will be presented at FSE'23. Congrats to Beatriz on the first top-tier paper during her PhD!

7/2023: Two awards at ISSTA'23: An ACM SIGSOFT Distinguished Paper Award for bimodal taint analysis and an ACM SIGSOFT Distinguished Artifact Award for our work on WebAssembly call graphs.

7/2023: Co-organizing two Dagstuhl seminars in 2024: Code Search (April) and Automated Programming and Program Repair (October).

6/2023: Thanks to Prem Devanbu for the amazing time we had during his five-month visit of our lab.

5/2023: Interested in call graphs and/or WebAssembly? Check out our new ISSTA'23 paper.

5/2023: Luca is heading out for an internship at Uber. Have fun!

4/2023: Beatriz is joining the group as a PhD student.

2/2023: Prem Devanbu is joining the lab for five months with a Humboldt Research Award. Welcome!

2/2023: Fun and inspiring Dagstuhl seminar on Programming Language Processing.

1/2023: Our paper on bimodal taint analysis will be presented at ISSTA'23.

12/2022: Four papers accepted at ICSE'23. Congrats to everyone involved!

12/2022: Michael gets recognized as an ACM Distinguished Member.

11/2022: Our work on DiffSearch (paper, tool) will appear in IEEE TSE.

10/2022: Islem wins the ACM Student Research Competition at ASE'22 for his work on detecting inconsistencies in if-condition-raise statements.

10/2022: Our ASE'22 paper on CrystalBLEU has been selected for an ACM SIGSOFT Distinguished Paper Award.

10/2022: Our survey of code search techniques will appear in ACM CSUR.

10/2022: Huimin Hu is joining the group as a PhD student. Welcome!

9/2022: Our paper on type annotations in Python is receiving an ACM SIGSOFT Distinguished Paper Award at FSE'22.

9/2022: Michael will serve as PC Chair of ISSTA 2024.

7/2022: Our work on CrystalBLEU, a novel metric for measuring the similarity of code, will be presented at ASE'22. Congrats to Aryaz!

7/2022: Daniel successfully (with summa cum laude) defends his PhD on program analysis for WebAssembly. Congrats!

6/2022: Three papers accepted at FSE'22, on Python type annotations, on the first dynamic analysis framework for Python, and on neural code editing to generate vulnerabilities.

5/2022: Luca wins the 2nd prize in the ACM Student Research Competition at ICSE'22 for his work on DiffSearch. Congrats!

5/2022: Looking for particular kinds of code changes, e.g., to build a dataset? Check out DiffSearch, our scalable and precise search engine for code changes.

5/2022: Group retreat at Schloss Hornberg.

3/2022: Our paper on recovering precise types in WebAssembly binaries will appear at PLDI'22.

3/2022: Our paper on bugs in quantum computing platforms will appear at OOPSLA'22.

2/2022: Interview with Deutschlandfunk (one of three German national radio stations) on neural software analysis.

12/2021: Our papers on learning name-value inconsistencies from runtime behavior and on test generation for asynchronous JavaScript APIs will appear at ICSE'22.

11/2021: Our paper on obfuscating JavaScript by opportunistically translating it to WebAssembly has been accepted at S&P'22.

11/2021: Stuttgart is forming a new ELLIS unit, with Michael as one of its fellows.

10/2021: Two new papers on bugs in quantum computing platforms and fuzzing WebAssembly

9/2021: Islem is joining the group as a PhD student. Welcome!

7/2021: Distinguished Artifact Award for our ISSTA'21 paper on finding JSON schema-related bugs.

7/2021: Our paper on comparing neural models of code and developers has been accepted at ASE'21.

7/2021: Our SemSeed paper is receiving an ACM SIGSOFT Distinguished Paper Award at FSE'21.

6/2021: Our work on learning to make compiler optimizations more effective will be presented at MAPS'21.

5/2021: Our paper on semantic bug seeding will appear at FSE'21.

5/2021: Jibesh has successfully defended his PhD thesis on Analyzing Code Corpora to Improve the Correctness and Reliability of Programs.

5/2021: Our work on Mir, an RWX permission model for Node.js packages, has been accepted to CCS'21.

4/2021: Our papers on finding JSON schema-related bugs and on continuous test suite failure prediction have been accepted at ISSTA'21.

4/2021: Our article on neural software analysis is going to appear in the Communications of the ACM.

1/2021: Our work on WasmBench, a study and benchmark involving thousands of WebAssembly binaries, will be presented at The Web Conference (WWW) 2021.

12/2020: Organizing a Dagstuhl seminar on learning-based program analysis (together with Baishakhi, Eran, and Charles), to be held in January 2022.

12/2020: Our paper on IdBench, a benchmark for semantic representations of identifiers, will be presented at ICSE'21.

12/2020: Andrew successfully defends his PhD thesis on "Learning to Find Bugs in Programs and their Documentation"

12/2020: Matteo Paltenghi is joining the group as as PhD student. Welcome!

11/2020: New review article that gives an overview of neural software analysis.

11/2020: Check out our work on an RWX permission model for Node.js packages.

10/2020: New paper on application-level caching to appear in IEEE Software.

10/2020: Aryaz Eghbali is joining the group as a PhD student. Welcome!

9/2020: Martin Torp is joining as a visiting PhD student from Aarhus University. Welcome!

7/2020: Our study of string-related software bugs will appear at ASE 2020.

6/2020: Our work on WebAssembly (in)security will be presented at USENIX Security 2020.

5/2020: Our paper on TypeWriter will appear at FSE'20.

4/2020: Our paper on bug localization on millions of files will appear at ISSTA'20.

4/2020: From PhD to faculty: Cristian has accepted a tenure-track faculty position at CISPA. Congrats!

3/2020: Cristian has successfully defended his PhD thesis on JavaScript security and privacy. Congrats!

3/2020: JetBrains ships IDE plugins that implement DeepBugs for JavaScript and Python. Great to see our ideas used in the wild!

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