I am a second-year Ph.D. student in computer science at National University of Singapore. I am grateful to be advised by Prof. Yang You, where I also completed my master’s studies. Previously, I obtained my bachelor’s degree in Software Engineering from Wuhan University supervised by Prof. Tieyun Qian.

I’m seeking a summer research internship for 2025 and would welcome any information about available opportunities.

Research

My current research mainly focus on large-scale deep learning optimization, efficient machine learning and video generation. I’m also eager to discuss intriguing research concepts and open to academic partnerships. If you’re interested in collaboration, feel free to reach out via email.

Selected Publications (all)

2025

• Enhance-A-Video: Better Generated Video for Free
  Yang Luo, Xuanlei Zhao, Mengzhao Chen, Kaipeng Zhang, Wenqi Shao, Kai Wang, Zhangyang Wang, Yang You.
  | paper | code | blog |

2024

• MERIT: Maximum-normalized Element-wise Ratio for Language Model Large-batch Training
  Yang Luo, Zangwei Zheng, Ziheng_Qin, Zirui Zhu, Yong Liu, Yang You.
  Preprint

• How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning?
  Yang Luo, Zangwei Zheng, Zirui Zhu, Yang You.
  The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP)
  | paper | code |

• HARDer-Net: Hardness-Guided Discrimination Network for 3D Early Activity Prediction
  Tianjiao Li^*, Yang Luo^*, Wei Zhang, Lingyu Duan, Jun Liu. (* indicates equal contribution)
  IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT)
  | paper |

2023

• CAME: Confidence-guided Adaptive Memory Efficient Optimization
  Yang Luo, Xiaozhe Ren, Zangwei Zheng, Zhuo Jiang, Xin Jiang, Yang You.
  The 61th Annual Meeting of the Association for Computational Linguistics (ACL)
  Outstanding Paper Award 🏆
  Used in the pre-training of Pixart-$\Sigma$ and SANA-1.5
  | paper | code | blog |

Teaching

[2024] CS5228 Knowledge Discovery and Data Mining, National University of Singapore

[2024] CS4248 Natural Language Processing, National University of Singapore