ShengYun (Anthony) Peng

			
@article{peng2024unitable,
    title={UniTable: Towards a Unified Framework for Table Structure Recognition via Self-Supervised Pretraining},
    author={Peng, ShengYun and Lee, Seongmin and Wang, Xiaojing and Balasubramaniyan, Rajarajeswari and Chau, Duen Horng},
    journal={arXiv preprint arXiv:2403.04822},
    year={2024}
}
		

			
@article{peng2024self,
    title={Self-supervised Pre-training for Table Structure Recognition Transformer},
    author={ShengYun Peng, Seongmin Lee, Xiaojing Wang, Raji Balasubramaniyan, Duen Horng Chau},
    year={2024}
}
		

			
@article{peng2023high,
    title={High-Performance Transformers for Table Structure Recognition Need Early Convolutions},
    author={ShengYun Peng, Seongmin Lee, Xiaojing Wang, Raji Balasubramaniyan, Duen Horng Chau},
    year={2023}
}
		

			
@article{peng2023robust,
    title={Robust Principles: Architectural Design Principles for Adversarially Robust CNNs},
    author={Peng, ShengYun and Xu, Weilin and Cornelius, Cory and Hull, Matthew and Li, Kevin and Duggal, Rahul and Phute, Mansi and Martin, Jason and Chau, Duen Horng},
    journal={arXiv preprint arXiv:2308.16258},
    year={2023}
}
		

			
@article{lee2023diffusion,
    title={Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion},
    author={Lee, Seongmin and Hoover, Benjamin and Strobelt, Hendrik and Wang, Zijie J and Peng, ShengYun and Wright, Austin and Li, Kevin and Park, Haekyu and Yang, Haoyang and Chau, Duen Horng},
    journal={arXiv preprint arXiv:2305.03509},
    year={2023}
}
		

			
@inproceedings{das2022skelevision,
    title={Skelevision: Towards adversarial resiliency of person tracking with multi-task learning},
    author={Das, Nilaksh and Peng, ShengYun and Chau, Duen Horng},
    booktitle={European Conference on Computer Vision},
    pages={449--466},
    year={2022},
    organization={Springer}
}
		

			
@inproceedings{vellaichamy2022detectordetective,
  title={DetectorDetective: Investigating the Effects of Adversarial Examples on Object Detectors},
  author={Vellaichamy, Sivapriya and Hull, Matthew and Wang, Zijie J and Das, Nilaksh and Peng, ShengYun and Park, Haekyu and Chau, Duen Horng Polo},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={21484--21491},
  year={2022}
}
		

			
@article{peng2021structural,
    title={A novel DNN tracking algorithm for structural system identification},
    author={Peng, ShengYun and Yan, LingFeng and He, Bin and Zhou, Ying},
    journal={Smart Structures and Systems},
    year={2021},
    doi={10.12989/SSS.2021.27.5.803},
    url={https://www.koreascience.or.kr/article/JAKO202117651384969.page}
}
		

			
@article{ZHANG2020115756,
  title = {DSiamMFT: An RGB-T fusion tracking method via dynamic Siamese networks using multi-layer feature fusion},
  author = {Xingchen Zhang and Ping Ye and Shengyun Peng and Jun Liu and Gang Xiao},
  journal = {Signal Processing: Image Communication},
  year = {2020},
  volume = {84},
  pages = {115756},
  issn = {0923-5965},
  doi = {https://doi.org/10.1016/j.image.2019.115756},
  url = {https://www.sciencedirect.com/science/article/pii/S092359651930342X},
}
		

			
@article{liu2019anti,
  title={Anti-occlusion object tracking based on correlation filter},
  author={Liu, Jun and Xiao, Gang and Zhang, Xingchen and Ye, Ping and Xiong, Xingzhong and Peng, Shengyun},
  journal={Signal, Image and Video Processing},
  year={2019},
  volume={14},
  pages={753-761},
  doi={10.1007/s11760-019-01601-6}
}
		

			
@article{zhang2019siamft,
  title={SiamFT: An RGB-Infrared Fusion Tracking Method via Fully Convolutional Siamese Networks},
  author={Zhang, Xingchen and Ye, Ping and Peng, Shengyun and Liu, Jun and Gong, Ke and Xiao, Gang},
  journal={IEEE Access},
  year={2019},
  volume={7},
  number={},
  pages={122122-122133},
  doi={10.1109/ACCESS.2019.2936914}
}
		

			
@INPROCEEDINGS{9011253,
  title={Object Fusion Tracking Based on Visible and Infrared Images Using Fully Convolutional Siamese Networks},
  author={Zhang, Xingchen and Ye, Ping and Qiao, Dan and Zhao, Junhao and Peng, Shengyun and Xiao, Gang},
  booktitle={2019 22th International Conference on Information Fusion (FUSION)},
  year={2019},
  pages={1-8},
}
		

			
@misc{phute2023llm,
    title={LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked}, 
    author={Mansi Phute and Alec Helbling and Matthew Hull and ShengYun Peng and Sebastian Szyller and Cory Cornelius and Duen Horng Chau},
    year={2023},
    eprint={2308.07308},
    archivePrefix={arXiv},
    primaryClass={cs.CL}
}
		

			
@article{peng2023robarch,
  title={RobArch: Designing Robust Architectures against Adversarial Attacks},
  author={Peng, ShengYun and Xu, Weilin and Cornelius, Cory and Li, Kevin and Duggal, Rahul and Chau, Duen Horng and Martin, Jason},
  journal={arXiv preprint arXiv:2301.03110},
  year={2023}
}
		

			
@article{duggal2022imb,
  title={IMB-NAS: Neural Architecture Search for Imbalanced Datasets},
  author={Duggal, Rahul and Peng, Shengyun and Zhou, Hao and Chau, Duen Horng},
  journal={arXiv preprint arXiv:2210.00136},
  year={2022}
}
		

			
@misc{peng2020accurate,
  title={Accurate Anchor Free Tracking},
  author={Shengyun Peng and Yunxuan Yu and Kun Wang and Lei He},
  year={2020},
  eprint={2006.07560},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}