Runpeng Yu

Runpeng Yu 于润芃 Ph.D. Student @ Learning and Vision Lab, Institute of Data Science, National University of Singapore. [ Scholar ] [ GitHub ] Contact Email: r.yu [at] u (dot) nus (dot) edu Address: 4 ENGINEERING DRIVE 3, 117583, Singapore

Research Interests

• Multimodal Large Language Model (MLLM). MLLM-Human Interaction and MLLM Performance-Efficiency Balance.

• Machine Learning. Lineage Relationships among Pretrained Models.

Publications

• Attention Prompting on Image for Large Vision-Language Models
  Runpeng Yu , Weihao Yu and Xinchao Wang.
  Accepted by ECCV (2024).

• Neural Lineage
  Runpeng Yu ,and Xinchao Wang.
  Accepted as CVPR (2024) Oral.

• Generator Born from Classifier
  Runpeng Yu ,and Xinchao Wang.
  Accepted by NeurIPS (2023).

• Distribution Shift Inversion for Out-of-Distribution Prediction
  Runpeng Yu , Songhua Liu, Xingyi Yang, and Xinchao Wang.
  Accepted by CVPR (2023).

• Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms
  Runpeng Yu , Hong Zhu, Kaican Li, Lanqing Hong, Rui Zhang, Nanyang Ye, Shao-Lun Huang and Xiuqiang He.
  Accepted by AAAI (2022).