Shengyun Peng

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Object Tracking

Neural Architecture

Interactive Visual

Top Venues

Publications

Matthew Lau, Haoran Wang, Alec Helbling, Matthew Hull, Shengyun Peng, Martin Andreoni, Willian T. Lunardi, Wenke Lee
Non-Robust Features are Not Always Useful in One-Class Classification. CoRR (2024)
Seongmin Lee, Zijie J. Wang, Aishwarya Chakravarthy, Alec Helbling, Shengyun Peng, Mansi Phute, Duen Horng Chau, Minsuk Kahng
LLM Attributor: Interactive Visual Attribution for LLM Generation. CoRR (2024)
Shengyun Peng, Seongmin Lee, Xiaojing Wang, Rajarajeswari Balasubramaniyan, Duen Horng Chau
UniTable: Towards a Unified Framework for Table Structure Recognition via Self-Supervised Pretraining. CoRR (2024)
Mansi Phute, Alec Helbling, Matthew Hull, Shengyun Peng, Sebastian Szyller, Cory Cornelius, Duen Horng Chau
LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked. Tiny Papers @ ICLR (2024)
Shengyun Peng, Seongmin Lee, Xiaojing Wang, Rajarajeswari Balasubramaniyan, Duen Horng Chau
Self-Supervised Pre-Training for Table Structure Recognition Transformer. CoRR (2024)
Shengyun Peng, Pin-Yu Chen, Matthew Hull, Duen Horng Chau
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models. CoRR (2024)
Shengyun Peng, Seongmin Lee, Xiaojing Wang, Rajarajeswari Balasubramaniyan, Duen Horng Chau
High-Performance Transformers for Table Structure Recognition Need Early Convolutions. CoRR (2023)
Shengyun Peng, Weilin Xu, Cory Cornelius, Matthew Hull, Kevin Li, Rahul Duggal, Mansi Phute, Jason Martin, Duen Horng Chau
Robust Principles: Architectural Design Principles for Adversarially Robust CNNs. BMVC (2023)
Shengyun Peng, Weilin Xu, Cory Cornelius, Matthew Hull, Kevin Li, Rahul Duggal, Mansi Phute, Jason Martin, Duen Horng Chau
Robust Principles: Architectural Design Principles for Adversarially Robust CNNs. CoRR (2023)
Rahul Duggal, Shengyun Peng, Hao Zhou, Duen Horng Chau
IMB-NAS: Neural Architecture Search for Imbalanced Datasets. CoRR (2022)
Shengyun Peng, Yunxuan Yu, Kun Wang, Lei He
Accurate Anchor Free Tracking. CoRR (2020)
Xingchen Zhang, Ping Ye, Shengyun Peng, Jun Liu, Gang Xiao
DSiamMFT: An RGB-T fusion tracking method via dynamic Siamese networks using multi-layer feature fusion. Signal Process. Image Commun. 84 (2020)
Jun Liu, Gang Xiao, Xingchen Zhang, Ping Ye, Xingzhong Xiong, Shengyun Peng
Anti-occlusion object tracking based on correlation filter. Signal Image Video Process. 14 (4) (2020)
Xingchen Zhang, Ping Ye, Shengyun Peng, Jun Liu, Ke Gong, Gang Xiao
SiamFT: An RGB-Infrared Fusion Tracking Method via Fully Convolutional Siamese Networks. IEEE Access 7 (2019)
Xingchen Zhang, Ping Ye, Shengyun Peng, Jun Liu, Ke Gong, Gang Xiao
Corrections to "SiamFT: An RGB-Infrared Fusion Tracking Method via Fully Convolutional Siamese Networks". IEEE Access 7 (2019)
Xingchen Zhang, Ping Ye, Dan Qiao, Junhao Zhao, Shengyun Peng, Gang Xiao
Object Fusion Tracking Based on Visible and Infrared Images Using Fully Convolutional Siamese Networks. FUSION (2019)