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Shaoyi Huang
Researcher
PaperDifferent Prompts, Different Ranks: Prompt-aware Dynamic Rank Selection for SVD-based LLM CompressionAuthorship / preprint / 2026Hengyi ZhuCo-authorship / ResearcherGrace Li ZhangCo-authorship / ResearcherZhendong MiCo-authorship / ResearcherPaperSparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune ParadigmAuthorship / preprint / 2023PaperAn Automatic and Efficient BERT Pruning for Edge AI SystemsAuthorship / preprint / 2022TopicMachine LearningWorks on / 49008 worksPaperA Length Adaptive Algorithm-Hardware Co-design of Transformer on FPGA Through Sparse Attention and Dynamic PipeliningAuthorship / preprint / 2022