Lirong Gao

13 papers A* 2Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
Reinforcement Learning with Verbalized Probabilities for LLM Classification.
WWW
Liyao Li, Hao Chen, Jiaming Tian, Wentao Ye, Lirong Gao, Chao Ye, Ningtao Wang, Xing Fu, Yu Cheng, Haobo Wang, Gang Chen, Junbo Zhao
2026 J jnl
Stop Unnecessary Reflection: Training LRMs for Efficient Reasoning with Adaptive Reflection and Length Coordinated Penalty.
CoRR
Zewei Yu, Lirong Gao, Yuke Zhu, Bo Zheng, Junbo Zhao, Sheng Guo, Haobo Wang
2026 J jnl
W2S: Weak-to-Strong Prompt Correction for Large Language Models.
Mach. Learn.
Lirong Gao, Xinyi Wang, Hao Chen, Ru Peng, Qi Zhang, Yiming Zhang, Wentao Ye, Haoze Li, Haobo Wang, Junbo Zhao
2025 — conf
ALPS: Attention Localization and Pruning Strategy for Efficient Adaptation of Large Language Models.
ACL (Findings)
Hao Chen, Haoze Li, Zhiqing Xiao, Lirong Gao, Qi Zhang, Xiaomeng Hu, Ningtao Wang, Xing Fu, Junbo Zhao
2025 J jnl
ALPS: Attention Localization and Pruning Strategy for Efficient Alignment of Large Language Models.
CoRR
Hao Chen, Haoze Li, Zhiqing Xiao, Lirong Gao, Qi Zhang, Xiaomeng Hu, Ningtao Wang, Xing Fu, Junbo Zhao
2025 — conf
D.Va: Validate Your Demonstration First Before You Use It.
ACL (1)
Qi Zhang, Zhiqing Xiao, Ruixuan Xiao, Lirong Gao, Junbo Zhao
2025 J jnl
D.Va: Validate Your Demonstration First Before You Use It.
CoRR
Qi Zhang, Zhiqing Xiao, Ruixuan Xiao, Lirong Gao, Junbo Zhao
2025 J jnl
FLoE: Fisher-Based Layer Selection for Efficient Sparse Adaptation of Low-Rank Experts.
CoRR
Xinyi Wang, Lirong Gao, Haobo Wang, Yiming Zhang, Junbo Zhao
2025 A* conf
LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization.
EMNLP
Qi Zhang, Shouqing Yang, Lirong Gao, Hao Chen, Xiaomeng Hu, Jinglei Chen, Jiexiang Wang, Sheng Guo, Bo Zheng, Haobo Wang, Junbo Zhao
2025 J jnl
LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization.
CoRR
Qi Zhang, Shouqing Yang, Lirong Gao, Hao Chen, Xiaomeng Hu, Jinglei Chen, Jiexiang Wang, Sheng Guo, Bo Zheng, Haobo Wang, Junbo Zhao
2024 — conf
DORY: Deliberative Prompt Recovery for LLM.
ACL (Findings)
Lirong Gao, Ru Peng, Yiming Zhang, Junbo Zhao
2024 J jnl
DORY: Deliberative Prompt Recovery for LLM.
CoRR
Lirong Gao, Ru Peng, Yiming Zhang, Junbo Zhao
2018 J jnl
A Load-Balanced Algorithm for Multi-controller Placement in Software-Defined Network.
Mechatron. Syst. Control.
Qing Wang, Lirong Gao, Yaotong Yang, Jianjun Zhao, Tongdong Dou, Haoyu Fang