MPICC: Multiple-Precision Inter-Combined MAC Unit with Stochastic Rounding for Ultra-Low-Precision Training. - Leran Huang; Yongpan Liu; Xinyuan Lin; Chenhan Wei; Wenyu Sun; Zengwei Wang; Boran Cao; Chi Zhang; Xiaoxia Fu; Wentao Zhao; Sheng Zhang (ASP-DAC, 2025)

A 28nm 3.14 TFLOP/W BF16 LLM Fine-Tuning Processor with Asymmetric Quantization Computing for AI PC. - Xinyuan Lin; Leran Huang; Chenhan Wei; Wenbin Jia; Hedi Wang; Wenxun Wang; Hongyang Jia; Huazhong Yang; Yongpan Liu (CICC, 2025)