Guangyao Zheng

According to our database, Guangyao Zheng authored at least 12 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Self-ensemble: Mitigating Confidence Distortion for Large Language Models.

Zicheng Xu, Guanchu Wang, Guangyao Zheng, Yu-Neng Chuang, Alexander S. Szalay, Xia Ben Hu, Vladimir Braverman

CoRR, June, 2025

Towards Fair Medical AI: Adversarial Debiasing of 3D CT Foundation Embeddings.

Guangyao Zheng, Michael A. Jacobs, Vladimir Braverman, Vishwa S. Parekh

CoRR, February, 2025

Optimizing beat-wise input for arrhythmia detection using 1-D convolutional neural networks: A real-world ECG study.

Sunghan Lee, Guangyao Zheng, Jeonghwan Koh, Haoran Li, Zicheng Xu, Sung Pil Cho, Sung Il Im, Vladimir Braverman, In Cheol Jeong

Comput. Methods Programs Biomed., 2025

2024

FE-SKViT: A Feature-Enhanced ViT Model with Skip Attention for Automatic Modulation Recognition.

Guangyao Zheng, Bo Zang, Penghui Yang, Wenbo Zhang, Bin Li

Remote. Sens., 2024

A collective AI via lifelong learning and sharing at the edge.

Andrea Soltoggio, Eseoghene Ben-Iwhiwhu, Vladimir Braverman, Eric Eaton, Benjamin Epstein, Yunhao Ge, Lucy Halperin, Jonathan P. How, Laurent Itti, Michael A. Jacobs, Pavan Kantharaju, Long Le, Steven Lee, Xinran Liu, Sildomar T. Monteiro, David Musliner, Saptarshi Nath, Priyadarshini Panda, Christos Peridis, Hamed Pirsiavash, Vishwa S. Parekh, Kaushik Roy, Shahaf S. Shperberg, Hava T. Siegelmann, Peter Stone, Kyle Vedder, Jingfeng Wu, Lin Yang, Guangyao Zheng, Soheil Kolouri

Nat. Mac. Intell., 2024

Demographic Predictability in 3D CT Foundation Embeddings.

Guangyao Zheng, Michael A. Jacobs, Vishwa S. Parekh

CoRR, 2024

Towards a Collective Medical Imaging AI: Enabling Continual Learning from Peers.

Guangyao Zheng, Vladimir Braverman, Jeffrey Leal, Steven Rowe, Doris G. Leung, Michael A. Jacobs, Vishwa Sanjay Parekh

Proceedings of the Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France., 2024

Exploring the Possibility of Arrhythmia Interpretation of Time Domain ECG Using XAI: A Preliminary Study.

Sunghan Lee, Jeonghwan Koh, Guangyao Zheng, Vladimir Braverman, In Cheol Jeong

Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

2023

A framework for dynamically training and adapting deep reinforcement learning models to different, low-compute, and continuously changing radiology deployment environments.

Guangyao Zheng, Shuhao Lai, Vladimir Braverman, Michael A. Jacobs, Vishwa S. Parekh

CoRR, 2023

Multi-environment lifelong deep reinforcement learning for medical imaging.

Guangyao Zheng, Shuhao Lai, Vladimir Braverman, Michael A. Jacobs, Vishwa S. Parekh

CoRR, 2023

Asynchronous Decentralized Federated Lifelong Learning for Landmark Localization in Medical Imaging.

Guangyao Zheng, Michael A. Jacobs, Vladimir Braverman, Vishwa S. Parekh

CoRR, 2023

Selective experience replay compression using coresets for lifelong deep reinforcement learning in medical imaging.

Guangyao Zheng, Samson Zhou, Vladimir Braverman, Michael A. Jacobs, Vishwa Sanjay Parekh

Proceedings of the Medical Imaging with Deep Learning, 2023