Lirong Gao

According to our database, Lirong Gao authored at least 13 papers between 2018 and 2026.

Collaborative distances:

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

2026

From Parameters to Data: A Task-Parameter-Guided Fine-Tuning Pipeline for Efficient LLM Alignment.

Hao Chen, Qi Zhang, Liyao Li, Zhanming Shen, Wentao Ye, Lirong Gao, Ningtao Wang, Xing Fu, Xiaoyu Shen, Junbo Zhao

CoRR, May, 2026

W2S: Weak-to-Strong Prompt Correction for Large Language Models.

Lirong Gao, Xinyi Wang, Hao Chen, Ru Peng, Qi Zhang, Yiming Zhang, Wentao Ye, Haoze Li, Haobo Wang, Junbo Zhao

Mach. Learn., March, 2026

Stop Unnecessary Reflection: Training LRMs for Efficient Reasoning with Adaptive Reflection and Length Coordinated Penalty.

Zewei Yu, Lirong Gao, Yuke Zhu, Bo Zheng, Junbo Zhao, Sheng Guo, Haobo Wang

CoRR, February, 2026

Reinforcement Learning with Verbalized Probabilities for LLM Classification.

Liyao Li, Hao Chen, Jiaming Tian, Wentao Ye, Lirong Gao, Chao Ye, Ningtao Wang, Xing Fu, Yu Cheng, Haobo Wang, Gang Chen, Junbo Zhao

Proceedings of the ACM Web Conference 2026, 2026

Towards Interpretable Tabular Reasoning: Enhancing LLM Reasoning on Tabular Data with Pre-Constructed Logic Graph.

Lirong Gao, Zewei Yu, Zhongrui Yin, Qi Zhang, Yuke Zhu, Bo Zheng, Haobo Wang, Junbo Zhao, Gang Chen, Sheng Guo

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Can LLMs Act as Historians? Evaluating Historical Research Capabilities of LLMs via the Chinese Imperial Examination.

Lirong Gao, Zeqing Wang, Yuyan Cai, Jiayi Deng, Yanmei Gu, Yiming Zhang, Jia Zhou, Yanfei Zhang, Junbo Zhao

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

FLoE: Fisher-Based Layer Selection for Efficient Sparse Adaptation of Low-Rank Experts.

Xinyi Wang, Lirong Gao, Haobo Wang, Yiming Zhang, Junbo Zhao

CoRR, June, 2025

ALPS: Attention Localization and Pruning Strategy for Efficient Alignment of Large Language Models.

Hao Chen, Haoze Li, Zhiqing Xiao, Lirong Gao, Qi Zhang, Xiaomeng Hu, Ningtao Wang, Xing Fu, Junbo Zhao

CoRR, May, 2025

LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization.

Qi Zhang, Shouqing Yang, Lirong Gao, Hao Chen, Xiaomeng Hu, Jinglei Chen, Jiexiang Wang, Sheng Guo, Bo Zheng, Haobo Wang, Junbo Zhao

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

D.Va: Validate Your Demonstration First Before You Use It.

Qi Zhang, Zhiqing Xiao, Ruixuan Xiao, Lirong Gao, Junbo Zhao

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

ALPS: Attention Localization and Pruning Strategy for Efficient Adaptation of Large Language Models.

Hao Chen, Haoze Li, Zhiqing Xiao, Lirong Gao, Qi Zhang, Xiaomeng Hu, Ningtao Wang, Xing Fu, Junbo Zhao

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

DORY: Deliberative Prompt Recovery for LLM.

Lirong Gao, Ru Peng, Yiming Zhang, Junbo Zhao

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2018

A Load-Balanced Algorithm for Multi-controller Placement in Software-Defined Network.

Qing Wang, Lirong Gao, Yaotong Yang, Jianjun Zhao, Tongdong Dou, Haoyu Fang

Mechatron. Syst. Control., 2018