UMass at ImageCLEF Caption Prediction 2018 Task. - Yupeng Su; Feifan Liu; Max P. Rosen (CLEF (Working Notes), 2018)

APTQ: Attention-aware Post-Training Mixed-Precision Quantization for Large Language Models. - Ziyi Guan; Hantao Huang; Yupeng Su; Hong Huang; Ngai Wong 001; Hao Yu 001 (DAC, 2024)

LLM-Barber: Block-Aware Rebuilder for Sparsity Mask in One-Shot for Large Language Models. - Yupeng Su; Ziyi Guan; Xiaoqun Liu; Tianlai Jin; Dongkuan Wu; Graziano Chesi; Ngai Wong 001; Hao Yu 001 (CoRR, 2024)

Quantization Meets Reasoning: Exploring LLM Low-Bit Quantization Degradation for Mathematical Reasoning. - Zhen Li; Yupeng Su; Runming Yang; Zhongwei Xie; Ngai Wong 001; Hongxia Yang (CoRR, 2025)

InfiJanice: Joint Analysis and In-situ Correction Engine for Quantization-Induced Math Degradation in Large Language Models. - Zhen Li; Yupeng Su; Songmiao Wang; Runming Yang; Congkai Xie; Aofan Liu; Ming Li 002; Jiannong Cao 001; Yuan Xie; Ngai Wong 001; Hongxia Yang (CoRR, 2025)

EdgeLLM: A Highly Efficient CPU-FPGA Heterogeneous Edge Accelerator for Large Language Models. - Mingqiang Huang; Ao Shen; Kai Li 024; Haoxiang Peng; Boyu Li; Yupeng Su; Hao Yu 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2025)