Shengyun Peng

28 papers A* 4A 2C 1Journal 19Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
Inference Compute-Optimal Video Vision Language Models.
ACL (1)
Peiqi Wang, Shengyun Peng, Xuewen Zhang, Hanchao Yu, Yibo Yang, Lifu Huang, Fujun Liu, Qifan Wang
2025 J jnl
Inference Compute-Optimal Video Vision Language Models.
CoRR
Peiqi Wang, Shengyun Peng, Xuewen Zhang, Hanchao Yu, Yibo Yang, Lifu Huang, Fujun Liu, Qifan Wang
2025 A* conf
Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety.
EMNLP
Seongmin Lee, Aeree Cho, Grace C. Kim, Shengyun Peng, Mansi Phute, Duen Horng Chau
2025 J jnl
Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety.
CoRR
Seongmin Lee, Aeree Cho, Grace C. Kim, Shengyun Peng, Mansi Phute, Duen Horng Chau
2025 A* conf
LLM Attributor: Interactive Visual Attribution for LLM Generation.
AAAI
Seongmin Lee, Zijie J. Wang, Aishwarya Chakravarthy, Alec Helbling, Shengyun Peng, Mansi Phute, Duen Horng (Polo) Chau, Minsuk Kahng
2025 J jnl
Large Reasoning Models Learn Better Alignment from Flawed Thinking.
CoRR
Shengyun Peng, Eric Smith, Ivan Evtimov, Song Jiang, Pin-Yu Chen, Hongyuan Zhan, Haozhu Wang, Duen Horng Chau, Mahesh Pasupuleti, Jianfeng Chi
2025 J jnl
Shape it Up! Restoring LLM Safety during Finetuning.
CoRR
Shengyun Peng, Pin-Yu Chen, Jianfeng Chi, Seongmin Lee, Duen Horng Chau
2025 J jnl
UNDREAM: Bridging Differentiable Rendering and Photorealistic Simulation for End-to-end Adversarial Attacks.
CoRR
Mansi Phute, Matthew Hull, Haoran Wang, Alec Helbling, Shengyun Peng, Willian T. Lunardi, Martin Andreoni, Wenke Lee, Duen Horng Chau
2024 J jnl
CompCap: Improving Multimodal Large Language Models with Composite Captions.
CoRR
Xiaohui Chen, Satya Narayan Shukla, Mahmoud Azab, Aashu Singh, Qifan Wang, David Yang, Shengyun Peng, Hanchao Yu, Shen Yan, Xuewen Zhang, Baosheng He
2024 A conf
Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion.
IEEE VIS
Seongmin Lee, Benjamin Hoover, Hendrik Strobelt, Zijie J. Wang, Shengyun Peng, Austin P. Wright, Kevin Li, Haekyu Park, Haoyang Yang, Duen Horng (Polo) Chau
2024 A* conf
Interactive Visual Learning for Stable Diffusion.
IJCAI
Seongmin Lee, Benjamin Hoover, Hendrik Strobelt, Zijie J. Wang, Shengyun Peng, Austin P. Wright, Kevin Li, Haekyu Park, Haoyang Yang, Duen Horng Chau
2024 J jnl
LLM Attributor: Interactive Visual Attribution for LLM Generation.
CoRR
Seongmin Lee, Zijie J. Wang, Aishwarya Chakravarthy, Alec Helbling, Shengyun Peng, Mansi Phute, Duen Horng Chau, Minsuk Kahng
2024 — conf
LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked.
Tiny Papers @ ICLR
Mansi Phute, Alec Helbling, Matthew Hull, Shengyun Peng, Sebastian Szyller, Cory Cornelius, Duen Horng Chau
2024 A* conf
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models.
NeurIPS
Shengyun Peng, Pin-Yu Chen, Matthew Hull, Duen Horng Chau
2024 J jnl
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models.
CoRR
Shengyun Peng, Pin-Yu Chen, Matthew Hull, Duen Horng Chau
2024 J jnl
Non-Robust Features are Not Always Useful in One-Class Classification.
CoRR
Matthew Lau, Haoran Wang, Alec Helbling, Matthew Hull, Shengyun Peng, Martin Andreoni, Willian T. Lunardi, Wenke Lee
2024 J jnl
Self-Supervised Pre-Training for Table Structure Recognition Transformer.
CoRR
Shengyun Peng, Seongmin Lee, Xiaojing Wang, Rajarajeswari Balasubramaniyan, Duen Horng Chau
2024 J jnl
UniTable: Towards a Unified Framework for Table Structure Recognition via Self-Supervised Pretraining.
CoRR
Shengyun Peng, Seongmin Lee, Xiaojing Wang, Rajarajeswari Balasubramaniyan, Duen Horng Chau
2023 J jnl
High-Performance Transformers for Table Structure Recognition Need Early Convolutions.
CoRR
Shengyun Peng, Seongmin Lee, Xiaojing Wang, Rajarajeswari Balasubramaniyan, Duen Horng Chau
2023 A conf
Robust Principles: Architectural Design Principles for Adversarially Robust CNNs.
BMVC
Shengyun Peng, Weilin Xu, Cory Cornelius, Matthew Hull, Kevin Li, Rahul Duggal, Mansi Phute, Jason Martin, Duen Horng Chau
2023 J jnl
Robust Principles: Architectural Design Principles for Adversarially Robust CNNs.
CoRR
Shengyun Peng, Weilin Xu, Cory Cornelius, Matthew Hull, Kevin Li, Rahul Duggal, Mansi Phute, Jason Martin, Duen Horng Chau
2022 J jnl
IMB-NAS: Neural Architecture Search for Imbalanced Datasets.
CoRR
Rahul Duggal, Shengyun Peng, Hao Zhou, Duen Horng Chau
2020 J jnl
Accurate Anchor Free Tracking.
CoRR
Shengyun Peng, Yunxuan Yu, Kun Wang, Lei He
2020 J jnl
Anti-occlusion object tracking based on correlation filter.
Signal Image Video Process.
Jun Liu, Gang Xiao, Xingchen Zhang, Ping Ye, Xingzhong Xiong, Shengyun Peng
2020 J jnl
DSiamMFT: An RGB-T fusion tracking method via dynamic Siamese networks using multi-layer feature fusion.
Signal Process. Image Commun.
Xingchen Zhang, Ping Ye, Shengyun Peng, Jun Liu, Gang Xiao
2019 J jnl
Corrections to "SiamFT: An RGB-Infrared Fusion Tracking Method via Fully Convolutional Siamese Networks".
IEEE Access
Xingchen Zhang, Ping Ye, Shengyun Peng, Jun Liu, Ke Gong, Gang Xiao
2019 C conf
Object Fusion Tracking Based on Visible and Infrared Images Using Fully Convolutional Siamese Networks.
FUSION
Xingchen Zhang, Ping Ye, Dan Qiao, Junhao Zhao, Shengyun Peng, Gang Xiao
2019 J jnl
SiamFT: An RGB-Infrared Fusion Tracking Method via Fully Convolutional Siamese Networks.
IEEE Access
Xingchen Zhang, Ping Ye, Shengyun Peng, Jun Liu, Ke Gong, Gang Xiao