Xulin Gu

According to our database, Xulin Gu authored at least 6 papers between 2024 and 2025.

Collaborative distances:

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

2025

Rectified Decoupled Dataset Distillation: A Closer Look for Fair and Comprehensive Evaluation.

Xinhao Zhong, Shuoyang Sun, Xulin Gu, Chenyang Zhu, Bin Chen, Yaowei Wang

CoRR, September, 2025

Temporal Saliency-Guided Distillation: A Scalable Framework for Distilling Video Datasets.

Xulin Gu, Xinhao Zhong, Zhixing Wei, Yimin Zhou, Shuoyang Sun, Bin Chen, Hongpeng Wang, Yuan Luo

CoRR, May, 2025

Going Beyond Feature Similarity: Effective Dataset distillation based on Class-aware Conditional Mutual Information.

Xinhao Zhong, Bin Chen, Hao Fang, Xulin Gu, Shu-Tao Xia, En-Hui Yang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation.

Xinhao Zhong, Hao Fang, Bin Chen, Xulin Gu, Meikang Qiu, Shuhan Qi, Shu-Tao Xia

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Efficient Dataset Distillation via Diffusion-Driven Patch Selection for Improved Generalization.

Xinhao Zhong, Shuoyang Sun, Xulin Gu, Zhaoyang Xu, Yaowei Wang, Jianlong Wu, Bin Chen

CoRR, 2024

Hierarchical Features Matter: A Deep Exploration of GAN Priors for Improved Dataset Distillation.

Xinhao Zhong, Hao Fang, Bin Chen, Xulin Gu, Tao Dai, Meikang Qiu, Shu-Tao Xia

CoRR, 2024