Gwihwan Go
I am currently a first-year Ph.D student at Tsinghua University, Beijing, China, advised by Prof. Yu Jiang. I am proud to be a member of the Software System Security Assurance Group - WingTecher Lab. I received my B.S. degree in Software from Sungkyunkwan University, Korea, in Feb. 2023. My research interest is in the area of utilizing DL, and testing DL systems. I also enjoy piano, badminton, football, and basketball. You can check out my recent life-overview from here
🔥 News
2024.08 : Content-Poisoning is accepted to ASE’24.
2024.07 : PolyJuice and DeepConstr are accepted to OOPSLA’24 and ISSTA’24, respectively. Looking forward to seeing you in Vienna, Austria, in September!
2024.04 : Retrieval-Poisoning is accepted to FSE-IVR’24.
2023.06 : I am honored to be selected as an awardee of the Chinese Government Scholarship (CGS), the most prestigious scholarship granted to international students in China.
2023.03 : I have been admitted to the Ph.D. program under the supervision of Yu Jiang at Tsinghua University, China
2022.02 : I acquired my Bachelor’s degree in Applied AI from Sungkyunkwan University, Korea
📝 Publications
Towards More Complete Constraints for Deep Learning Library Testing via Complementary Set Guided Refinement(ISSTA’24)[preprint, talks(chinse, english(to be uploaded))] Gwihwan Go, Chijin Zhou, Quan Zhang, Xiazijian Zou, Heyuan Shi, Zichen Xu, Yu Jiang
Imperceptible Content Poisoning in LLM-Powered Applications(ASE’24)[to appear] Quan Zhang, Chijin Zhou, Gwihwan Go, Binqi Zeng, Heyuan Shi, Yu Jiang
PolyJuice: Detecting Mis-Compilation Bugs in Tensor Compilers with Equality Saturation Based Rewriting(OOPSLA’24)[to appear] Chijin Zhou, Bingzhou Qian, Gwihwan Go, Quan Zhang, Shanshan Li, Yu Jiang
Human-Imperceptible Retrieval Poisoning Attacks in LLM-Powered Applications(FSE-IVR’24)[PDF] Quan Zhang, Binqi Zeng, Chijin Zhou, Gwihwan Go, Heyuan Shi, Yu Jiang
🎖 Honors and Awards
Chinese Government Scholarship, Chinese Government, China (Sep. 2023 ~ )
Excellence award, Korea Society of Information Communication Security Ethics, Korea (Dec. 2022)
Student Success Scholarship, Sungkyunkwan University, Korea (Sep. 2020)
Scholarship for academic excellence, Sungkyunkwan University, Korea (Sep. 2018)
📖 Experiences
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Sub-Reviewer for FSE/ESEC’24, ISSTA’24, and ASE’24.
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Intern at Dev Infra-Quality and Experience-Quality Intelligence team, ByteDance (July. 2024 ~ Sep. 2024) / Applying LLMs to Testing Server Systems
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Research Intern at WingTecher Lab, China (Feb. 2023 ~ Aug. 2023) / Testing Deep Learning Systems
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Participated in the Media Monitoring Team at the Korea Foundation For Suicide Prevention and received an excellence award for automating suicide-risk information detection in SNS (Oct. 2022 ~ Dec. 2022)
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Research Intern at Social AI team, Data Science & Artificial Intelligence Laboratory, Sungkyunkwan University, Korea (Feb. 2022 ~ Aug. 2022) / Sentiment analysis of SNS(微博) data, analysis of mobility data, and COVID-19 forecasting
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Teaching Assistant at Problem-Solving and Algorithm, Sungkyunkwan University, Korea (Sep. 2022 ~ Dec. 2022)
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Honorable discharge as Sergeant at Military Service, Korea (Sep. 2020 ~ Feb. 2022)
🎓 Education
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Pursuing a Ph.D. degree at Tsinghua University since Sep. 2023
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Completed a B.S. degree in Software from the Department of Applied AI at Sungkyunkwan University with a 4.22/4.5 GPA in Feb. 2023
📚 Hobbies
- Piano, Badminton, football, basketball, , …
Funny Facts
- I’m a fan of Steph Curry