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2020 – today
- 2026
[i6]Ruijie Zhang, Yequan Zhao, Ziyue Liu, Zhengyang Wang, Dongyang Li, Yupeng Su, Sijia Liu, Zheng Zhang:
TEON: Tensorized Orthonormalization Beyond Layer-Wise Muon for Large Language Model Pre-Training. CoRR abs/2601.23261 (2026)- 2025
- [j1]Mingqiang Huang
, Ao Shen, Kai Li, Haoxiang Peng, Boyu Li, Yupeng Su, Hao Yu:
EdgeLLM: A Highly Efficient CPU-FPGA Heterogeneous Edge Accelerator for Large Language Models. IEEE Trans. Circuits Syst. I Regul. Pap. 72(7): 3352-3365 (2025) - [c3]Yupeng Su, Ziyi Guan, Xiaoqun Liu, Tianlai Jin, Dongkuan Wu, Zhengfei Chen, Graziano Chesi, Ngai Wong, Hao Yu:
LLM-Barber: Block-Aware Rebuilder for Sparsity Mask in One-Shot for Large Language Models. ICCAD 2025: 1-9 - [i5]Zhen Li, Yupeng Su, Runming Yang, Zhongwei Xie, Ngai Wong, Hongxia Yang:
Quantization Meets Reasoning: Exploring LLM Low-Bit Quantization Degradation for Mathematical Reasoning. CoRR abs/2501.03035 (2025) - [i4]Zhen Li, Yupeng Su, Songmiao Wang, Runming Yang, Congkai Xie, Aofan Liu, Ming Li, Jiannong Cao, Yuan Xie, Ngai Wong, Hongxia Yang:
InfiJanice: Joint Analysis and In-situ Correction Engine for Quantization-Induced Math Degradation in Large Language Models. CoRR abs/2505.11574 (2025) - [i3]He Xiao, Runming Yang, Qingyao Yang, Wendong Xu, Zheng Li, Yupeng Su, Zhengwu Liu, Hongxia Yang, Ngai Wong:
PTQTP: Post-Training Quantization to Trit-Planes for Large Language Models. CoRR abs/2509.16989 (2025) - 2024
- [c2]Ziyi Guan, Hantao Huang, Yupeng Su, Hong Huang, Ngai Wong, Hao Yu:
APTQ: Attention-aware Post-Training Mixed-Precision Quantization for Large Language Models. DAC 2024: 107:1-107:6 - [i2]Ziyi Guan, Hantao Huang, Yupeng Su, Hong Huang, Ngai Wong, Hao Yu:
APTQ: Attention-aware Post-Training Mixed-Precision Quantization for Large Language Models. CoRR abs/2402.14866 (2024) - [i1]Yupeng Su, Ziyi Guan, Xiaoqun Liu, Tianlai Jin, Dongkuan Wu, Graziano Chesi, Ngai Wong, Hao Yu:
LLM-Barber: Block-Aware Rebuilder for Sparsity Mask in One-Shot for Large Language Models. CoRR abs/2408.10631 (2024)
2010 – 2019
- 2018
- [c1]Yupeng Su, Feifan Liu, Max P. Rosen:
UMass at ImageCLEF Caption Prediction 2018 Task. CLEF (Working Notes) 2018
Coauthor Index
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