Scaling Latent Reasoning via Looped Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Zhu, Rui-Jie, Wang, Zixuan, Hua, Kai, Zhang, Tianyu, Li, Ziniu, Que, Haoran, Wei, Boyi, Wen, Zixin, Yin, Fan, Xing, He, Li, Lu, Shi, Jiajun, Ma, Kaijing, Li, Shanda, Kergan, Taylor, Smith, Andrew, Qu, Xingwei, Hui, Mude, Wu, Bohong, Min, Qiyang, Huang, Hongzhi, Zhou, Xun, Ye, Wei, Liu, Jiaheng, Yang, Jian, Shi, Yunfeng, Lin, Chenghua, Zhao, Enduo, Cai, Tianle, Zhang, Ge, Huang, Wenhao, Bengio, Yoshua, Eshraghian, Jason |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
OProver: A Unified Framework for Agentic Formal Theorem Proving
by: Ma, David, et al.
Published: (2026)
by: Ma, David, et al.
Published: (2026)
Learn Hard Problems During RL with Reference Guided Fine-tuning
by: Wu, Yangzhen, et al.
Published: (2026)
by: Wu, Yangzhen, et al.
Published: (2026)
Machine learning and information theory concepts towards an AI Mathematician
by: Bengio, Yoshua, et al.
Published: (2024)
by: Bengio, Yoshua, et al.
Published: (2024)
Baking Symmetry into GFlowNets
by: Ma, George, et al.
Published: (2024)
by: Ma, George, et al.
Published: (2024)
Rhodium‐Catalyzed Asymmetric Access to P‐Chiral Triarylphosphine Oxides via Insertion of P─H Bonds into Diazonaphthoquinones
by: Yulong Kang, et al.
Published: (2025)
by: Yulong Kang, et al.
Published: (2025)
Rhodium‐Catalyzed Asymmetric Access to P‐Chiral Triarylphosphine Oxides via Insertion of P─H Bonds into Diazonaphthoquinones
by: Yulong Kang, et al.
Published: (2025)
by: Yulong Kang, et al.
Published: (2025)
Noticing the Watcher: LLM Agents Can Infer CoT Monitoring from Blocking Feedback
by: Jiralerspong, Thomas, et al.
Published: (2026)
by: Jiralerspong, Thomas, et al.
Published: (2026)
A Systematic Analysis of Hybrid Linear Attention
by: Wang, Dustin, et al.
Published: (2025)
by: Wang, Dustin, et al.
Published: (2025)
Green's function estimates for quasi-periodic operators on $\mathbb{Z}^d$ with power-law long-range hopping
by: Shi, Yunfeng, et al.
Published: (2024)
by: Shi, Yunfeng, et al.
Published: (2024)
ConceptMoE: Adaptive Token-to-Concept Compression for Implicit Compute Allocation
by: Huang, Zihao, et al.
Published: (2026)
by: Huang, Zihao, et al.
Published: (2026)
Overview of the NLPCC 2024 Shared Task on Chinese Metaphor Generation
by: Qu, Xingwei, et al.
Published: (2024)
by: Qu, Xingwei, et al.
Published: (2024)
On Generalization for Generative Flow Networks
by: Krichel, Anas, et al.
Published: (2024)
by: Krichel, Anas, et al.
Published: (2024)
Interventional Causal Representation Learning
by: Ahuja, Kartik, et al.
Published: (2022)
by: Ahuja, Kartik, et al.
Published: (2022)
A Complexity-Based Theory of Compositionality
by: Elmoznino, Eric, et al.
Published: (2024)
by: Elmoznino, Eric, et al.
Published: (2024)
Visual symbolic mechanisms: Emergent symbol processing in vision language models
by: Assouel, Rim, et al.
Published: (2025)
by: Assouel, Rim, et al.
Published: (2025)
Relative Trajectory Balance is equivalent to Trust-PCL
by: Deleu, Tristan, et al.
Published: (2025)
by: Deleu, Tristan, et al.
Published: (2025)
Fast Monte Carlo Tree Diffusion: 100x Speedup via Parallel Sparse Planning
by: Yoon, Jaesik, et al.
Published: (2025)
by: Yoon, Jaesik, et al.
Published: (2025)
In-Context Parametric Inference: Point or Distribution Estimators?
by: Mittal, Sarthak, et al.
Published: (2025)
by: Mittal, Sarthak, et al.
Published: (2025)
NeuroMorse: A Temporally Structured Dataset For Neuromorphic Computing
by: Walters, Ben, et al.
Published: (2025)
by: Walters, Ben, et al.
Published: (2025)
Offline Model-Based Optimization: Comprehensive Review
by: Kim, Minsu, et al.
Published: (2025)
by: Kim, Minsu, et al.
Published: (2025)
Robust Provably Secure Image Steganography via Latent Iterative Optimization
by: Li, Yanan, et al.
Published: (2026)
by: Li, Yanan, et al.
Published: (2026)
A Survey on Latent Reasoning
by: Zhu, Rui-Jie, et al.
Published: (2025)
by: Zhu, Rui-Jie, et al.
Published: (2025)
GFlowNet Foundations
by: Bengio, Yoshua, et al.
Published: (2021)
by: Bengio, Yoshua, et al.
Published: (2021)
Label Smoothing Improves Gradient Ascent in LLM Unlearning
by: Pang, Zirui, et al.
Published: (2025)
by: Pang, Zirui, et al.
Published: (2025)
Expert-Guided LLM Reasoning for Battery Discovery: From AI-Driven Hypothesis to Synthesis and Characterization
by: Liu, Shengchao, et al.
Published: (2025)
by: Liu, Shengchao, et al.
Published: (2025)
Corruption, Land, and Housing: The Cleaning and Chilling Effects of China's Anti‐Corruption Campaign
by: Hongyan Shi, et al.
Published: (2025)
by: Hongyan Shi, et al.
Published: (2025)
Maximal Update Parametrization and Zero-Shot Hyperparameter Transfer for Fourier Neural Operators
by: Li, Shanda, et al.
Published: (2025)
by: Li, Shanda, et al.
Published: (2025)
CMDAG: A Chinese Metaphor Dataset with Annotated Grounds as CoT for Boosting Metaphor Generation
by: Shao, Yujie, et al.
Published: (2024)
by: Shao, Yujie, et al.
Published: (2024)
Computational fluid dynamics simulation of liquefied petroleum gas leak explosion diffusion in spherical tank area and vapor cloud explosion flow field in petrochemical control room
by: Li Dong, et al.
Published: (2026)
by: Li Dong, et al.
Published: (2026)
Can Safety Fine-Tuning Be More Principled? Lessons Learned from Cybersecurity
by: Williams-King, David, et al.
Published: (2025)
by: Williams-King, David, et al.
Published: (2025)
RL, but don't do anything I wouldn't do
by: Cohen, Michael K., et al.
Published: (2024)
by: Cohen, Michael K., et al.
Published: (2024)
Local Search GFlowNets
by: Kim, Minsu, et al.
Published: (2023)
by: Kim, Minsu, et al.
Published: (2023)
Localization for random operators on $\mathbb{Z}^d$ with the long-range hopping
by: Shi, Yunfeng, et al.
Published: (2024)
by: Shi, Yunfeng, et al.
Published: (2024)
Language Models Can Reduce Asymmetry in Information Markets
by: Rahaman, Nasim, et al.
Published: (2024)
by: Rahaman, Nasim, et al.
Published: (2024)
An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming
by: Xu, Minkai, et al.
Published: (2021)
by: Xu, Minkai, et al.
Published: (2021)
Structure Language Models for Protein Conformation Generation
by: Lu, Jiarui, et al.
Published: (2024)
by: Lu, Jiarui, et al.
Published: (2024)
Computational identification of ketone metabolism as a key regulator of sleep stability and circadian dynamics via real-time metabolic profiling
by: Huang, Hao, et al.
Published: (2025)
by: Huang, Hao, et al.
Published: (2025)
beta Hydroxybutyrate remodels the C99 interactome and coincides with restored organelle homeostasis in a Drosophila Alzheimers model
by: Huang, Hao, et al.
Published: (2025)
by: Huang, Hao, et al.
Published: (2025)
Ultra-Sparse Memory Network
by: Huang, Zihao, et al.
Published: (2024)
by: Huang, Zihao, et al.
Published: (2024)
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling
by: Li, Yizhi, et al.
Published: (2025)
by: Li, Yizhi, et al.
Published: (2025)
Similar Items
-
OProver: A Unified Framework for Agentic Formal Theorem Proving
by: Ma, David, et al.
Published: (2026) -
Learn Hard Problems During RL with Reference Guided Fine-tuning
by: Wu, Yangzhen, et al.
Published: (2026) -
Machine learning and information theory concepts towards an AI Mathematician
by: Bengio, Yoshua, et al.
Published: (2024) -
Baking Symmetry into GFlowNets
by: Ma, George, et al.
Published: (2024) -
Rhodium‐Catalyzed Asymmetric Access to P‐Chiral Triarylphosphine Oxides via Insertion of P─H Bonds into Diazonaphthoquinones
by: Yulong Kang, et al.
Published: (2025)