Yupeng Su

According to our database, Yupeng Su authored at least 11 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

RankGuide: Tensor-Rank-Guided Routing and Steering for Efficient Reasoning.

Jiayi Tian, Yupeng Su, Ryan Solgi, Souvik Kundu, Zheng Zhang

CoRR, April, 2026

Muon²: Boosting Muon via Adaptive Second-Moment Preconditioning.

Ziyue Liu, Ruijie Zhang, Zhengyang Wang, Yequan Zhao, Yupeng Su, Zi Yang, Zheng Zhang

CoRR, April, 2026

TEON: Tensorized Orthonormalization Beyond Layer-Wise Muon for Large Language Model Pre-Training.

Ruijie Zhang, Yequan Zhao, Ziyue Liu, Zhengyang Wang, Dongyang Li, Yupeng Su, Sijia Liu, Zheng Zhang

CoRR, January, 2026

2025

PTQTP: Post-Training Quantization to Trit-Planes for Large Language Models.

He Xiao, Runming Yang, Qingyao Yang, Wendong Xu, Zheng Li, Yupeng Su, Zhengwu Liu, Hongxia Yang, Ngai Wong

CoRR, September, 2025

EdgeLLM: A Highly Efficient CPU-FPGA Heterogeneous Edge Accelerator for Large Language Models.

Mingqiang Huang, Ao Shen, Kai Li, Haoxiang Peng, Boyu Li, Yupeng Su, Hao Yu

IEEE Trans. Circuits Syst. I Regul. Pap., July, 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, Jiannong Cao, Yuan Xie, Ngai Wong, Hongxia Yang

CoRR, May, 2025

Quantization Meets Reasoning: Exploring LLM Low-Bit Quantization Degradation for Mathematical Reasoning.

Zhen Li, Yupeng Su, Runming Yang, Zhongwei Xie, Ngai Wong, Hongxia Yang

CoRR, January, 2025

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, Zhengfei Chen, Graziano Chesi, Ngai Wong, Hao Yu

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2025

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, Hao Yu

CoRR, 2024

APTQ: Attention-aware Post-Training Mixed-Precision Quantization for Large Language Models.

Ziyi Guan, Hantao Huang, Yupeng Su, Hong Huang, Ngai Wong, Hao Yu

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2018

UMass at ImageCLEF Caption Prediction 2018 Task.

Yupeng Su, Feifan Liu, Max P. Rosen

Proceedings of the Working Notes of CLEF 2018, 2018