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Yifei Xing

University of Chinese Academy of Sciences

SCHOLARLY PAPERS

4

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106

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Scholarly Papers (4)

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1.

Beyond Pruning Heuristics: Adaptively Optimized Token Scheduling for Efficient MLLMs

Number of pages: 29 Posted: 31 Dec 2025
Yifei Xing, Yijie Yu, Ruiping Wang, Wenjun Huang, Qingfang Zheng, Dongmei Jiang and Xiangyuan Lan
University of Chinese Academy of Sciences, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 46 (1,121,190)

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Multimodal Modeling, Efficient Models, Token Reduction

2.

Learning from Easy to Hard: Curriculum Meta-Learning for Few-Shot Node Classification

Number of pages: 23 Posted: 20 Jan 2026
Qilong Yan, Weinan Guan, Yifei Xing, Jingpu Duan and Jian Yin
affiliation not provided to SSRN, The Chinese University of Hong Kong (CUHK), University of Chinese Academy of Sciences, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 26 (1,424,331)

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Few-shot node classification, Meta-learning, Graph Neural Network, Curriculum learning

3.

Cluster-Masked Autoregressive Learning with xLSTM: A New Framework for General-Purpose Visual Representation

Number of pages: 28 Posted: 08 Nov 2025
Wenjun Huang, Yuan Liu, Yifei Xing, Pi Fang, Jiakai Pan, Yuhe Wang, ShengZhi Shen, Zhengzhuo Wang and Jianguo Hu
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Chinese Academy of Sciences, South China Normal University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 26 (1,385,945)

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Visual Representation Learning, Self-Supervised Learning, Autoregressive Pretraining, xLSTM, Computer Vision

4.

Cluster-Masked Autoregressive Learning with xLSTM for Efficient Visual Representation

Number of pages: 34 Posted: 07 Apr 2026
Wenjun Huang, Yuan Liu, Yifei Xing, Jiakai Pan, Yuhe Wang, Pi Fang, ShengZhi Shen, Zhengzhuo Wang and Jianguo Hu
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Chinese Academy of Sciences, affiliation not provided to SSRN, affiliation not provided to SSRN, South China Normal University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 8 (1,561,096)

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Visual Representation Learning, Self-supervised learning, Autoregressive Pretraining, xLSTM, Cluster-Masked Modeling, medical image segmentation