Runming Yang - RankMe

12 papers A 1B 1Journal 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Can We Trust LLMs on Memristors? Diving into Reasoning Ability under Non-Ideality. CoRR Taiqiang Wu, Yuxin Cheng, Chenchen Ding, Runming Yang, Xincheng Feng, Wenyong Zhou, Zhengwu Liu, Ngai Wong
2026	J	`jnl`	ProFit: Leveraging High-Value Signals in SFT via Probability-Guided Token Selection. CoRR Tao Liu, Taiqiang Wu, Runming Yang, Shaoning Sun, Junjie Wang, Yujiu Yang
2025	J	`jnl`	InfiJanice: Joint Analysis and In-situ Correction Engine for Quantization-Induced Math Degradation in Large Language Models. CoRR Zhen Li, Yupeng Su, Songmiao Wang, Runming Yang, Congkai Xie, Aofan Liu, Ming Li, Jiannong Cao, Yuan Xie, Ngai Wong, Hongxia Yang
2025	J	`jnl`	PTQTP: Post-Training Quantization to Trit-Planes for Large Language Models. CoRR He Xiao, Runming Yang, Qingyao Yang, Wendong Xu, Zheng Li, Yupeng Su, Zhengwu Liu, Hongxia Yang, Ngai Wong
2025	J	`jnl`	Quantization Meets Reasoning: Exploring LLM Low-Bit Quantization Degradation for Mathematical Reasoning. CoRR Zhen Li, Yupeng Su, Runming Yang, Zhongwei Xie, Ngai Wong, Hongxia Yang
2025	B	`conf`	Rethinking Kullback-Leibler Divergence in Knowledge Distillation for Large Language Models. COLING Taiqiang Wu, Chaofan Tao, Jiahao Wang, Runming Yang, Zhe Zhao, Ngai Wong
2025	J	`jnl`	Revisiting Model Interpolation for Efficient Reasoning. CoRR Taiqiang Wu, Runming Yang, Tao Liu, Jiahao Wang, Ngai Wong
2025	J	`jnl`	Shadow-FT: Tuning Instruct via Base. CoRR Taiqiang Wu, Runming Yang, Jiayi Li, Pengfei Hu, Ngai Wong, Yujiu Yang
2025	J	`jnl`	Timber: Training-free Instruct Model Refining with Base via Effective Rank. CoRR Taiqiang Wu, Runming Yang, Tao Liu, Jiahao Wang, Zenan Xu, Ngai Wong
2024	J	`jnl`	LLM-Neo: Parameter Efficient Knowledge Distillation for Large Language Models. CoRR Runming Yang, Taiqiang Wu, Jiahao Wang, Pengfei Hu, Ngai Wong, Yujiu Yang
2024	A	`conf`	LoCa: Logit Calibration for Knowledge Distillation. ECAI Runming Yang, Taiqiang Wu, Yujiu Yang
2024	J	`jnl`	LoCa: Logit Calibration for Knowledge Distillation. CoRR Runming Yang, Taiqiang Wu, Yujiu Yang