Scholar
ShengYun Peng
Google Scholar ID: 3557QYYAAAAJ
Georgia Tech
Citations & Impact
Citations
769
H-index
9
i10-index
9
Publications
20
Co-authors
18
list available
Publications
Resume (English only)
Academic Achievements
- NeurIPS'24: Proposed the first framework (LLM safety basin) explaining alignment collapse from minimal unsafe data during fine-tuning
- BMVC'23: Developed SOTA adversarially robust CNN architectures on RobustBench; Best Poster Award
- NeurIPS'25: Introduced a dynamic safety shaping framework for LLM finetuning risk mitigation
- ACL'25: Conducted scaling study on optimal inference for video vision-language models
- ICCV'25: Built a scalable framework enabling MLLMs to understand composite images
- NeurIPS'23 / AAAI'24 / NeurIPS'24: Developed UniTable, a modular table parsing system (470+ GitHub stars, multiple oral presentations)
- Authored distributed systems tutorials on Medium with 33K+ readers
- Published papers at top venues including NeurIPS, ICCV, ACL, EMNLP, BMVC, AAAI, and ICLR
