Hairong Zheng

Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Peng Cheng Laboratory, University of Chinese Academy of Sciences

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)Multimodal Models (1)

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Qiankun Ma (1)Ziyao Zhang (1)Haofei Wang (1)Jie Chen (1)

Papers (1)

Feb 23, 2026

2w ago·also HIT, Peng Cheng Laboratory

ApET: Approximation-Error Guided Token Compression for Efficient VLMs

VLMs can slash 88% of their visual tokens without performance loss by dropping tokens based on reconstruction error, sidestepping attention-based methods.

Qiankun Ma, Ziyao Zhang, Haofei Wang +3

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization Multimodal Models

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Hairong Zheng

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)