Ruifei He

According to our database, Ruifei He authored at least 9 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Mixture Compressor for Mixture-of-Experts LLMs Gains More.

Wei Huang, Yue Liao, Jianhui Liu, Ruifei He, Haoru Tan, Shiming Zhang, Hongsheng Li, Si Liu, Xiaojuan Qi

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

MC-MoE: Mixture Compressor for Mixture-of-Experts LLMs Gains More.

Wei Huang, Yue Liao, Jianhui Liu, Ruifei He, Haoru Tan, Shiming Zhang, Hongsheng Li, Si Liu, Xiaojuan Qi

CoRR, 2024

Debiasing Text-to-Image Diffusion Models.

Ruifei He, Chuhui Xue, Haoru Tan, Wenqing Zhang, Yingchen Yu, Song Bai, Xiaojuan Qi

CoRR, 2024

2023

Vertical Layering of Quantized Neural Networks for Heterogeneous Inference.

Hai Wu, Ruifei He, Haoru Tan, Xiaojuan Qi, Kaibin Huang

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Is Synthetic Data from Generative Models Ready for Image Recognition?

Ruifei He, Shuyang Sun, Xin Yu, Chuhui Xue, Wenqing Zhang, Philip H. S. Torr, Song Bai, Xiaojuan Qi

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

LUMix: Improving Mixup by Better Modelling Label Uncertainty.

Shuyang Sun, Jieneng Chen, Ruifei He, Alan L. Yuille, Philip H. S. Torr, Song Bai

CoRR, 2022

Knowledge Distillation as Efficient Pre-training: Faster Convergence, Higher Data-efficiency, and Better Transferability.

Ruifei He, Shuyang Sun, Jihan Yang, Song Bai, Xiaojuan Qi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation.

Ruifei He, Jihan Yang, Xiaojuan Qi

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Learning by Analogy: Reliable Supervision From Transformations for Unsupervised Optical Flow Estimation.

Liang Liu, Jiangning Zhang, Ruifei He, Yong Liu, Yabiao Wang, Ying Tai, Donghao Luo, Chengjie Wang, Jilin Li, Feiyue Huang

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020