Cheng Guo (郭澄) 🚀

Cheng Guo (郭澄)

(she/her)

Human–Machine Collaboration for Biodiversity Monitoring

Colorado State University

Professional Summary

Hello, I am a Ph.D. candidate in Computer Engineering at Colorado State University, advised by Professor Anthony A. Maciejewski and Professor Agnieszka Miguel at Seattle University. My research focuses on developing efficient algorithms for individual animal identification, with a particular emphasis on small-scale, unlabeled camera-trap datasets of African leopards. I aim to reduce human annotation effort while preserving high accuracy by leveraging clustering, verification, and human-in-the-loop supervision. In addition, I actively contribute to the academic community through paper reviewing and service as an associate editor for the course International Conference on Systems, Man, and Cybernetics (SMC) . I have also gained teaching experience as a teaching assistant for the course Introduction to Robot Programming/Simulation, ECE 455. Previously, I received my B.S. degree in Electrical Engineering and Automation from University of Jinan.

Beyond research, I enjoyed traveling, hiking, and photography, often documenting the world through my own experiences. Hiking, in particular, resonates with me: even when I know where the summit lies, the climb can still be a struggle, and on the way back, although the hardest part is behind me, my energy is nearly spent. To me, this mirrors the research journey, challenging, exhausting, but ultimately rewarding.

Education

PhD Computer Engineering

Colorado State University, USA

MS Computer Engineering

Colorado State University, USA

BS Computer Science

University of Jinan, China

Interests

Machine Learning AI Computer Vision Statistical Analysis Animal Identification

Languages

Chinese (Mandarin) English
📚 My Research

Use this area to speak to your mission. I’m a research scientist in the Moonshot team at DeepMind. I blog about machine learning, deep learning, and moonshots.

I apply a range of qualitative and quantitative methods to comprehensively investigate the role of science and technology in the economy.

Please reach out to collaborate 😃

Featured Publications
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An example preprint / working paper

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An example journal article

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An example conference paper

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Recent Publications
Recent & Upcoming Talks
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🎉 Easily create your own simple yet highly customizable blog

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🧠 Sharpen your thinking with a second brain

Create a personal knowledge base and share your knowledge with your peers.

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📈 Communicate your results effectively with the best data visualizations

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👩🏼‍🏫 Teach academic courses

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