Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning. - Zhe Yang 013; Damai Dai; Peiyi Wang; Zhifang Sui (EMNLP (Findings), 2023)

Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding. - Heming Xia; Zhe Yang 013; Qingxiu Dong; Peiyi Wang; Yongqi Li 001; Tao Ge 001; Tianyu Liu 001; Wenjie Li 002; Zhifang Sui (ACL (Findings), 2024)

Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones? - Zhe Yang 013; Yichang Zhang; Tianyu Liu 001; Jian Yang 003; Junyang Lin; Chang Zhou; Zhifang Sui (EMNLP, 2024)

PeriodicLoRA: Breaking the Low-Rank Bottleneck in LoRA Optimization. - Xiangdi Meng; Damai Dai; Weiyao Luo; Zhe Yang 013; Shaoxiang Wu; Xiaochen Wang; Peiyi Wang; Qingxiu Dong; Liang Chen 024; Zhifang Sui (CoRR, 2024)

FSM: A Finite State Machine Based Zero-Shot Prompting Paradigm for Multi-Hop Question Answering. - Xiaochen Wang; Junqing He; Zhe Yang 013; Yiru Wang; Xiangdi Meng; Kunhao Pan; Zhifang Sui (CoRR, 2024)

Towards a Unified View of Preference Learning for Large Language Models: A Survey. - Bofei Gao; Feifan Song 001; Yibo Miao; Zefan Cai; Zhe Yang 013; Liang Chen 024; Helan Hu; Runxin Xu; Qingxiu Dong; Ce Zheng; Wen Xiao; Ge Zhang 009; et al. (CoRR, 2024)

SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine. - Xiaochen Wang; Junqing He; Liang Chen 024; Reza Haf; Zhe Yang 013; Yiru Wang; Xiangdi Meng; Kunhao Pan; Zhifang Sui (CoRR, 2024)

Exploring Activation Patterns of Parameters in Language Models. - Yudong Wang 005; Damai Dai; Zhe Yang 013; Jingyuan Ma; Zhifang Sui (AAAI, 2025)

Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs. - Zhe Yang 013; Yichang Zhang; Yudong Wang 005; Ziyao Xu 001; Junyang Lin; Zhifang Sui (ACL (1), 2025)

Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models. - Bofei Gao; Feifan Song 001; Zhe Yang 013; Zefan Cai; Yibo Miao; Qingxiu Dong; Lei Li 039; Chenghao Ma; Liang Chen 024; Runxin Xu; Zhengyang Tang; Benyou Wang; et al. (ICLR, 2025)

SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine. - Xiaochen Wang; Junqing He; Liang Chen 024; Gholamreza Haffari; Yiru Wang; Zhe Yang 013; Xiangdi Meng; Kunhao Pan; Zhifang Sui (NAACL (Findings), 2025)

CiteCheck: Towards Accurate Citation Faithfulness Detection. - Ziyao Xu 001; Shaohang Wei; Zhuoheng Han; Jing Jin; Zhe Yang 013; Xiaoguang Li; Haochen Tan; Zhijiang Guo; Houfeng Wang (CoRR, 2025)