Research direction：

Artificial Intelligence, Computer Vision, Brain-inspired Model and Algorithm

Education and Experience：

11/2020 – Present, Associate Researcher/Assistant Dean, BNRist, Tsinghua University

07/2018 – 10/2020, Postdoc. at Department of Automation, Tsinghua University

09/2013 – 07/2018, Ph.D. Software Engineering, Tsinghua University

09/2019 – 07/2013, B.Eng. School of Software, Tsinghua University

Representative Publications in past 3 years (# co-first author, *corresponding author)：

1、Yuchen Guoet al.; Deep learning with weak annotation from diagnosis reports for detection of multiple head disorders: a prospective, multicentre study, The Lancet Digital Health, 2022, 4(8)：e584-e593.

2、Ruijie Tang#, Hengrui Liang#,Yuchen Guo#, et al; Pan-mediastinal neoplasm diagnosis via nationwide federated learning a multicentre cohort study, the Lancet Digital Health, 2023, 5：560-70.

3、Zihao Bo,Yuchen Guo*, et al.; Relay learning: a physically secure framework for clinical multi-site deep learning, NPJ Digital Medicine, 2023, 6(1)：204-204.

4、Aohan Liu,Yuchen Guo*, et al.; Automatic intracranial abnormality detection and localization in head CT scans by learning from free-text reports, Cell Reports Medicine, 2023, 4(9).

5、Xiaohan Ding,Yuchen Guo*, et al.: ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting. ICCV 2021: 4490-4500

Research Focus：

My research interest is in the fundamental theory and technology of artificial intelligence and computer vision. Recently, I focus on the new theories, algorithms, and applications of “heterogeneous brain” with multi-brain-region collaboration and multi-type neurons inspired by brain and cognitive mechanisms.

Honors & Awards：

2022 Outstanding Young Scholar Award of CAAI

2021 National Special Program for Young Top-notch Talent

2020 Tsinghua University Outstanding Postdoc Award (10 in THU)

2020 First Prize of Science and Technology Progress Award of CAAI

2019 First Prize of Science and Technology Progress Award of CIE

2018 Tsinghua University Academic Rising Star Award (10 in THU)

2017 Tsinghua University Top Scholarship (10 in THU)