Huzheng Yang

PhD student at University of Pennsylvania, co-advised by James C. Gee and Jianbo Shi.

1. Computer Vision: segmentation, correspondence, un-supervised methods.

2. Explainbility: feature visualization, mechanistic interpretability.

Before joining academia, I was at CNSS DevOps team. We had great fun in Hackathons.

1. Software Development: Web App, Embedded OS, Unity

2. Operations: Deployment, Containers, Networking systems

I play rhythm game and instruments when things doesn’t work (they doesn’t work most of the time). My favorite: Blues Driver & Telecaster

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Softwares

I like Softwares, they are alive, PDF is dead.

ncut-pytorch: Nyström Normalized Cuts PyTorch [Huggingface Demo] [Python Package] [Website] [Slides] [Paper (coming)]

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Publications

	AlignedCut: Visual Concepts Discovery on Brain-Guided Universal Feature Space Huzheng Yang, James Gee*, Jianbo Shi* May. 2024 arxiv, rejected by NeurIPS [Paper] [Slides]
	Brain Decodes Deep Nets Huzheng Yang, James Gee*, Jianbo Shi* Nov. 2023 CVPR'24, highlight [Paper] [Webpage] [GitHub] [Slides] [Talk online]
	Memory Encoding Model Huzheng Yang, James Gee*, Jianbo Shi* Aug. 2023 arxiv, Algonauts 2023 challenge winner [Paper] [Webpage] [GitHub] [Slides] [Talk CCN'23]
	Retinotopy Inspired Brain Encoding Model and the All-for-One Training Recipe Huzheng Yang, Jianbo Shi*, James Gee* May. 2023 arxiv, rejected by NeurIPS [Paper] [Openreview]
	Upgrading Voxel-wise Encoding Model via Integrated Integration over Features and Brain Networks Yuanning Li*, Huzheng Yang*, Shi Gu Nov. 2022 Science Bulletin [Paper] [GitHub]
	Effective Ensemble of Deep Neural Networks Predicts Neural Responses to Naturalistic Videos Huzheng Yang, Shanghang Zhang, Yifan Wu, Yuanning Li*, Shi Gu* Aug. 2021 bioRxiv, Algonauts 2021 challenge winner [Paper] [GitHub] [Talk CCN'21]