About Me

I am a second-year Ph.D. candidate in the SMILELab at Northeastern University, advised by Prof. Yun Raymond Fu. I received my M.S. degree from Northeastern University and B.S. degree from Xidian University in Computer Engineering and Telecommunication Engineering, respectively.

My research interests lie at the intersection of Computer Vision, Sparse Network, Large Language Models (LLMs), and Multimodal Learning. I am passionate about building scalable and interpretable AI systems, and I am always open to collaboration.

News

03/2025: Publish our paper Boosting Large Language Models with Mask Fine-Tuning on arXiv.
12/2024: Pass my Ph.D. QE and become a Ph.D. candidate.
09/2023: Join SMILELab at NEU as a Ph.D. student advised by Prof. Yun Raymond Fu.
10/2022: Start my Applied Scientist Intern at AinnovationLabs.

Publications

Boosting Large Language Models with Mask Fine-Tuning

Mingyuan Zhang*, Yue Bai*, Huan Wang, Yizhou Wang, Qihua Dong, and Yun Fu

On Submission, ICML 2025

PAPER CODE

LST-GAN: Latent Spatio-Temporal Generative Adversarial Networks for Missing-View 3D Human Pose Estimation

Mingyuan Zhang, Yue Bai, Yi Xu, Chang Liu, and Yun Fu

On Submission, ACMMM 2025

Cautious Next Token Prediction

Yizhou Wang, Lingzhi Zhang, Yue Bai, Mang Tik Chiu, Zhengmian Hu, Mingyuan Zhang, Qihua Dong, Yu Yin, Sohrab Amirghodsi, Yun Fu

On Submission, ACL 2025

Working Experience

AInnovationLabs, Remote
Applied Scientist Intern, Oct. 2022 - Dec. 2024
Project: 3D Human Pose Estimation, Sleep Monitoring, Human ReID

Mingyuan Zhang