Shuo Chen | 陈硕

I am a 1st year PhD student at LMU Munich and Siemens AG, supervised by Prof. Volker Tresp. Before that, I graduated from the Elite Master of Data Science at LMU Munich advised by Prof. Volker Tresp.

Before joining LMU, I graduated from the School of Information Management at Sun Yat-sen University (SYSU), Guangzhou, China, in 2020 with a major in Information Systems and a minor in Computer Science, advised by Prof. Daifeng Li.

My research interests include Deep Learning, Multimodal Models, Vision-Language Models, and Responsible AI.

Sep 2023 One paper got accepted at NeurIPS 2023 Dataset and Benchmark Track! paper, page
Jul 2023 Check out our new systematic survey of prompt engineering on vision-language foundation models! paper, awesome github repo
Jun 2023 Check out our new benchmark on robustness of adaptation methods on pre-trained vision-language models! paper, page.
Feb 2023 I graduated from the Data Science Master project at LMU with a grade of 1.08/1.0 and started a new journey as a PhD Student!
Nov 2022 One paper has been accepted to Cancers.
May 2022 I obtained the LMU SIST Scholarship and would be sponsored by the Bavaria Education Ministry in the next 10 months.

Yesterday's News

June 2020 I graduated from SYSU and would study in the Data Science Master Program at LMU Munich, Germany. (Press Coverage, in Chinese)

May 2019 I obtained the First Class Scholarship for Excellent Students at Sun Yat-sen University.

May 2019 My team won the First Prize in a national competition and ranked 2nd among hundreds of teams. (Press Coverage, in Chinese)

Nov 2018 I obtained the Chinese National Scholarship which is the scholarship with the highest honor that Chinese college students can obtain. (Press Coverage, in Chinese)
Nov 2017 I obtained the National Encouragement Scholarship for excellent students with financial needs.
Aug 2017 I took a study tour of top-notch universities in Taiwan with visiting grant from SYSU.

2023 - Now PhD Student, LMU Munich & Siemens AG, Munich Germany
2020 - 2022 M.Sc. Data Science, LMU Munich, Munich Germany
Elite Master Project funded by Bavaria Government
1.08/1.0 (approximately 4.0/4.0)
2016 - 2020 Information System, Sun Yat-sen University, Guangzhou China
Minor in Computer Science
3.8/4.0 top10%
2013 - 2016 Henan Experimental Highschool, Henan China

Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models [arXiv] [Page] [Code]
Shuo Chen, Jindong Gu, Zhen Han, Yunpu Ma, Philip Torr, Volker Tresp
NeurIPS 2023 Dataset and Benchmark Track
A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models [arXiv] [Awesome Githup Repo]
Jindong Gu, Zhen Han, Shuo Chen, Ahmad Beirami, Bailan He, Gengyuan Zhang, Ruotong Liao, Yao Qin, Volker Tresp, Philip Torr
arXiv preprint arXiv:2307.12980, 2023

Before PhD

EMT-Related Genes Have No Prognostic Relevance in Metastatic Colorectal Cancer as Opposed to Stage II/III [Link] [PDF]
Pretzsch Elise, Volker Heinemann, Sebastian Stintzing, Andreas Bender, Shuo Chen, Julian Walter Holch, Felix Oliver Hofmann, Haoyu Ren, Florian Bösch, Helmut Küchenhoff, Jens Werner, Martin Konrad Angele
Cancers, 2022

Introduction and Exemplars of Uncertainty Decomposition. [arXiv] [PDF]
Shuo Chen
arXiv preprint arXiv:2211.15475, 2022

Social Networks are Divulging Your Identity behind Crypto Addresses. [arXiv] [PDF]
Shuo Chen, Uzair Norman
arXiv preprint arXiv:2211.09656, 2021

2019 First prize in National Competition of Data Driven and Innovation Research link

May 2022 LMU SIST Scholarship. The requirements for the scholarship include academic excellence, demonstrable knowledge in the applicant’s field of study, and financial need.
May 2019 First Class Scholarship for Excellent Students in Sun Yat-sen University
Nov 2018 Chinese National Scholarship. This scholarship is with the highest honor that Chinese college students can obtain.
Nov 2017 National Encouragement Scholarship
Aug 2017 Study Tour Grant from SYSU