ShengYun (Anthony) Peng

Research Projects

UniTable: Towards a Unified Framework for Table Structure Recognition via Self-Supervised Pretraining
ShengYun Peng , Seongmin Lee, Xiaojing Wang, Raji Balasubramaniyan, Duen Horng Chau
NeurIPS TRL Workshop, 2024
PDF Code
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
ShengYun Peng , Pin-Yu Chen, Matthew Hull, Duen Horng Chau
NeurIPS, 2024
PDF Code
Self-supervised Pre-training for Table Structure Recognition Transformer
ShengYun Peng , Seongmin Lee, Xiaojing Wang, Raji Balasubramaniyan, Duen Horng Chau
AAAI SDU Workshop, 2024
PDF Code Oral
High-Performance Transformers for Table Structure Recognition Need Early Convolutions
ShengYun Peng , Seongmin Lee, Xiaojing Wang, Raji Balasubramaniyan, Duen Horng Chau
NeurIPS TRL Workshop, 2023
PDF Code Oral
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
ICLR Tiny Papers Track, 2024
PDF Code
Robust Principles: Architectural Design Principles for Adversarially Robust CNNs
ShengYun Peng , Weilin Xu, Cory Cornelius, Matthew Hull, Kevin Li, Rahul Duggal, Mansi Phute, Duen Horng Chau, Jason Martin
BMVC, 2023
PDF Code Best Poster Award Video Poster
Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion
Seongmin Lee, Benjamin Hoover, Hendrik Strobelt, Zijie J. Wang, ShengYun Peng , Austin Wright, Kevin Li, Haekyu Park, Haoyang Yang, Duen Horng Chau
IEEE Visualization Conference (VIS), 2023
Demo PDF Code Recording
SkeleVision: Towards Adversarial Resiliency of Person Tracking with Multi-Task Learning
Nilaksh Das, ShengYun Peng , Duen Horng Chau
ECCV AROW Workshop, 2022
PDF Code
DetectorDetective: Investigating the Effects of Adversarial Examples on Object Detectors
Interactive visualization tool for adversarial object detectors
CVPR Demo, 2022
PDF
A novel deep neural network tracking algorithm for structural system identification
ShengYun Peng , LingFeng Yan, Bin He, Ying Zhou
Smart Structures and Systems, 2021
PDF Video
DSiamMFT: An RGB-T fusion tracking method via dynamic Siamese networks using multi-layer feature fusion
Xingchen Zhang, Ping Ye, ShengYun Peng , Jun Liu, Gang Xiao
Signal Processing, Image Communication, 2020
PDF
Anti-occlusion object tracking based on correlation filter
Jun Liu, Gang Xiao, Xingchen Zhang, Ping Ye, Xingzhong Xiong, ShengYun Peng
Signal, Image and Video Processing, 2019
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Object Fusion Tracking Based on Visible and Infrared Images Using Fully Convolutional Siamese Networks
Xingchen Zhang, Ping Ye, Dan Qiao, Junhao Zhao, ≈, Gang Xiao
22th International Conference on Information Fusion (FUSION), 2019
PDF
SiamFT: An RGB-Infrared Fusion Tracking Method via Fully Convolutional Siamese Networks
Xingchen Zhang, Ping Ye, ShengYun Peng , Jun Liu , Ke Gong , Gang Xiao
IEEE Access, 2019
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