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Exploring and Exploiting the Inherent Efficiency within Large Reasoning Models for Self-Guided Efficiency Enhancement
18 June 2025
Weixiang Zhao
Jiahe Guo
Yang Deng
Xingyu Sui
Yulin Hu
Yanyan Zhao
Wanxiang Che
Bing Qin
Tat-Seng Chua
Ting Liu
LRM
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Papers citing
"Exploring and Exploiting the Inherent Efficiency within Large Reasoning Models for Self-Guided Efficiency Enhancement"
4 / 4 papers shown
StreetMath: Study of LLMs' Approximation Behaviors
Chiung-Yi Tseng
Somshubhra Roy
Maisha Thasin
Danyang Zhang
Blessing Effiong
LRM
127
1
0
27 Oct 2025
L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models
Xiaohao Liu
Xiaobo Xia
Weixiang Zhao
Manyi Zhang
Xianzhi Yu
Xiu Su
Shuo Yang
See-Kiong Ng
Tat-Seng Chua
KELM
LRM
411
3
0
23 May 2025
Efficient Inference for Large Reasoning Models: A Survey
Yi Liu
Jiaying Wu
Yufei He
Hongcheng Gao
Hongyu Chen
...
Xu Cheng
Zhiqi Huang
Bryan Hooi
Stan Z. Li
Keqin Li
LLMAG
LRM
581
50
0
29 Mar 2025
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models
Yang Sui
Yu-Neng Chuang
Guanchu Wang
Jiamu Zhang
Tianyi Zhang
...
Andrew Wen
Shaochen
Zhong
Hanjie Chen
Helen Zhou
OffRL
ReLM
LRM
758
273
0
20 Mar 2025
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