Guibin Zhang

About Me

I am a 3^rd-year undergraduate student majoring in Data Science in the School of Electronic and Information Engineering, Tongji University.

Research Interests

• Efficient AI: sparsity, model lightweighting, LLM pruning
• Data-centric AI: data selection, data pruning, data cleaning
• Data Mining: graph learning, spatio-temporal mining, graph sparsification

News

Selected Publications (Full List)

Working Experience

FinAI, The International Digital Economy Academy (IDEA)

• Research Intern, 2024.5~present
• Research Topic: Graph Neural Networks and Financial Applications

CityMind Lab, The Hong Kong University of Science and Technology (GZ)

• Research Intern, 2023.7~2024.6
• Advisor: Prof. Yuxuan Liang

FinTech Lab, Tongji University

• Research Intern, 2022.11~Present
• Advisor: Prof. Dawei Cheng

Honors & Awards

• National Scholarship (Award Rate: 0.2% nation-wide), 2021-2022
• Merit Student in Tongji University, 2021-2022
• the 7th Place in CCF Sentence Commutation Prediction Competition, 2022
• Third Prize of Asia and Pacific Mathematical Contest in Modeling, 2023
• First Prize of National College Statistical Modeling Competition(Shanghai), 2023
• Second Prize in China Undergraduate Mathematical Contest (Shanghai), 2023
• National Champion (No.1) in the SAS Data Analysis Competition, 2024
• SenseTime Scholarship (25 Students nation-wide), 2024

Departmental & Academic Service

• Conference Reviewer:
  • International Conference on Machine Learning (ICML), 2024
  • ACM Multimedia (ACM MM), 2024
  • ACM Knowledge Discovery and Data Mining (KDD), 2024
  • Annual Conference on Neural Information Processing Systemsg (NeurIPS), 2024
• Tongji University Mathematical Modeling Association
  • Association Officer, 2022-2023
  • President of the association in Jiading Campus, 2023-present

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