Shengyun Peng
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
8
Venues
8
Active years
2019–2025
Best venue rank
A*
Where they publish
Papers
8 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | LLM Attributor: Interactive Visual Attribution for LLM Generation. | Seongmin Lee, Zijie J. Wang, Aishwarya Chakravarthy, Alec Helbling, Shengyun Peng, Mansi Phute, Duen Horng (Polo) Chau, Minsuk Kahng |
| 2025 | ACL | Inference Compute-Optimal Video Vision Language Models. | Peiqi Wang, Shengyun Peng, Xuewen Zhang, Hanchao Yu, Yibo Yang, Lifu Huang, Fujun Liu, Qifan Wang |
| 2025 | EMNLP | Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety. | Seongmin Lee, Aeree Cho, Grace C. Kim, Shengyun Peng, Mansi Phute, Duen Horng Chau |
| 2025 | ICCV | CompCap: Improving Multimodal Large Language Models with Composite Captions. | Xiaohui Chen, Satya Narayan Shukla, Mahmoud Azab, Aashu Singh, Qifan Wang, David Yang, Shengyun Peng, Hanchao Yu, Shen Yan, Xuewen Zhang, Baosheng He |
| 2024 | ICLR | LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked. | Mansi Phute, Alec Helbling, Matthew Hull, Shengyun Peng, Sebastian Szyller, Cory Cornelius, Duen Horng Chau |
| 2024 | IJCAI | Interactive Visual Learning for Stable Diffusion. | Seongmin Lee, Benjamin Hoover, Hendrik Strobelt, Zijie J. Wang, Shengyun Peng, Austin P. Wright, Kevin Li, Haekyu Park, Haoyang Yang, Duen Horng Chau |
| 2023 | BMVC | Robust Principles: Architectural Design Principles for Adversarially Robust CNNs. | Shengyun Peng, Weilin Xu, Cory Cornelius, Matthew Hull, Kevin Li, Rahul Duggal, Mansi Phute, Jason Martin, Duen Horng Chau |
| 2019 | FUSION | Object Fusion Tracking Based on Visible and Infrared Images Using Fully Convolutional Siamese Networks. | Xingchen Zhang, Ping Ye, Dan Qiao, Junhao Zhao, Shengyun Peng, Gang Xiao |