About

Hi, I am an undergraduate student majoring in Software Engineering in College of Software Engineering, Southeast University.
Starting from 2025, I will be pursuing a Ph.D. in Computer Science and Technology at the School of Computer Science and Engineering, Southeast University, under the supervision of Prof. Hao Chen.
My research interests include Multimodal learning, Computer Vision and AIGC. You can get to my [Chinese CV]

Education

Ph.D. Sep. 2025 - Southeast University, PALM Lab, Nanjing, China. Ph.D. student in Computer Science
B.Eng. Sep. 2021 - Jun. 2025 Southeast University (SEU) , Nanjing, China. B.E. in Software Engineering

News

Attended the workshop of Banlanced Multimodal Learning @TechBeat! Thanks the invitation from Dr.Yake Wei!
Graduate from Southeast University (SEU)!
One paper accepted by ICML, thanks to all co-authors!
Selected as Zhi-Shan PHD of Southeast University (70 annually)!

Publications

Revisit Modality Imbalance at the Decision Layer

Xiaoyu Ma, Hao Chen,

[Paper] [www]

Preprint

Mixup Helps Understanding Multimodal Video Better

Xiaoyu Ma, Ding Ding, Hao Chen,

[Paper] [www]

Preprint

Improving Multimodal Learning Balance and Sufficiency through Data Remixing

Xiaoyu Ma, Hao Chen, Yongjian Deng,

[Paper] [www] [Code]

International Conference on Machine Learning (ICML 2025)

Experiences

Aug. 2024 -- Jan. 2025, Tuoersi Information Technology Co., Ltd , Beijing, China LLM Intern, Work on the application and training of LLMs for the industry and academia.

Oct. 2023 -- Jun. 2024, PAttern Learning and Mining(PALM) Lab, Southeast University, Nanjing, China Research Assistant, Work on Video Anomaly Detection and Multimodal Learning Research training project, Supervisor: Prof. Hao Chen

Selected Honors & Awards

Outstanding Undergraduate Thesis Award of Southeast University, 2025.6
China Undergraduate Mathematical Contest in Modeling - Provincial First Prize, 2023
Outstanding Student Cadre of Southeast University, 2022~2023
Southeast University Zhishan Student Scholarship, 2022~2024

Miscellaneous

I love games of Pokémon!
🦅 Student of Ravenclaw
🐉 Formerly a member of the Southeast University Dragon and Lion Team
🖌️ Calligraphy of amateur level 10

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