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Efficient Inference for Large Reasoning Models: A Survey

Efficient Inference for Large Reasoning Models: A Survey

29 March 2025
Yi Liu
Jiaying Wu
Yufei He
Hongcheng Gao
Hongyu Chen
Baolong Bi
Jiaheng Zhang
Zhiqi Huang
Bryan Hooi
    LLMAG
    LRM
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Papers citing "Efficient Inference for Large Reasoning Models: A Survey"

5 / 5 papers shown
Title
Safety in Large Reasoning Models: A Survey
Safety in Large Reasoning Models: A Survey
Cheng Wang
Yong-Jin Liu
Yangqiu Song
Duzhen Zhang
ZeLin Li
Junfeng Fang
Bryan Hooi
LRM
151
1
0
24 Apr 2025
FlowReasoner: Reinforcing Query-Level Meta-Agents
FlowReasoner: Reinforcing Query-Level Meta-Agents
Hongcheng Gao
Yue Liu
Yufei He
Longxu Dou
C. Du
Zhijie Deng
Bryan Hooi
Min Lin
Tianyu Pang
AIFin
LRM
29
1
0
21 Apr 2025
How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients
How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients
Ming Li
Yongqian Li
Ziyue Li
Tianyi Zhou
LRM
27
1
0
14 Apr 2025
Syzygy of Thoughts: Improving LLM CoT with the Minimal Free Resolution
Syzygy of Thoughts: Improving LLM CoT with the Minimal Free Resolution
Chenghao Li
Chaoning Zhang
Yi Lu
J. Zhang
Qigan Sun
X. Wang
Jiwei Wei
Guoqing Wang
Yang Yang
H. Shen
LRM
65
1
0
13 Apr 2025
Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?
Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?
Chenrui Fan
Ming Li
Lichao Sun
Tianyi Zhou
LRM
51
3
0
09 Apr 2025
1