Reasoning BO: Enhancing Bayesian Optimization with Long-Context Reasoning Power of LLMs
Fuente:
arXiv
Guardado en:
| Autores principales: | Yang, Zhuo, Wang, Daolang, Ge, Lingli, Wang, Beilun, Fu, Tianfan, Li, Yuqiang |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
MolAct: An Agentic RL Framework for Molecular Editing and Property Optimization
por: Yang, Zhuo, et al.
Publicado: (2025)
por: Yang, Zhuo, et al.
Publicado: (2025)
OmniMatBench: A Human-Calibrated Multimodal Reasoning Benchmark Across 19 Materials Science Subfields
por: Liu, Wanhao, et al.
Publicado: (2026)
por: Liu, Wanhao, et al.
Publicado: (2026)
SpeContext: Enabling Efficient Long-context Reasoning with Speculative Context Sparsity in LLMs
por: Xu, Jiaming, et al.
Publicado: (2025)
por: Xu, Jiaming, et al.
Publicado: (2025)
In-Context Multi-Objective Optimization
por: Zhang, Xinyu, et al.
Publicado: (2025)
por: Zhang, Xinyu, et al.
Publicado: (2025)
SkillsInjector: Dynamic Skill Context Construction for LLM Agents
por: Li, Yanchao, et al.
Publicado: (2026)
por: Li, Yanchao, et al.
Publicado: (2026)
QCBench: Evaluating Large Language Models on Domain-Specific Quantitative Chemistry
por: Xie, Jiaqing, et al.
Publicado: (2025)
por: Xie, Jiaqing, et al.
Publicado: (2025)
Clarifying Before Reasoning: A Coq Prover with Structural Context
por: Lu, Yanzhen, et al.
Publicado: (2025)
por: Lu, Yanzhen, et al.
Publicado: (2025)
PRISM: Efficient Long-Range Reasoning With Short-Context LLMs
por: Jayalath, Dulhan, et al.
Publicado: (2024)
por: Jayalath, Dulhan, et al.
Publicado: (2024)
Innate Reasoning is Not Enough: In-Context Learning Enhances Reasoning Large Language Models with Less Overthinking
por: Ge, Yuyao, et al.
Publicado: (2025)
por: Ge, Yuyao, et al.
Publicado: (2025)
Does the Question Really Matter? Training-Free Data Selection for Vision-Language SFT
por: Sun, Peng, et al.
Publicado: (2026)
por: Sun, Peng, et al.
Publicado: (2026)
KCR: Resolving Long-Context Knowledge Conflicts via Reasoning in LLMs
por: Zheng, Xianda, et al.
Publicado: (2025)
por: Zheng, Xianda, et al.
Publicado: (2025)
Olapa-MCoT: Enhancing the Chinese Mathematical Reasoning Capability of LLMs
por: Zhu, Shaojie, et al.
Publicado: (2023)
por: Zhu, Shaojie, et al.
Publicado: (2023)
COMPASS: Enhancing Agent Long-Horizon Reasoning with Evolving Context
por: Wan, Guangya, et al.
Publicado: (2025)
por: Wan, Guangya, et al.
Publicado: (2025)
The Geometric Reasoner: Manifold-Informed Latent Foresight Search for Long-Context Reasoning
por: Zhuang, Ren, et al.
Publicado: (2026)
por: Zhuang, Ren, et al.
Publicado: (2026)
SpectrumWorld: Artificial Intelligence Foundation for Spectroscopy
por: Yang, Zhuo, et al.
Publicado: (2025)
por: Yang, Zhuo, et al.
Publicado: (2025)
CURIE: Evaluating LLMs On Multitask Scientific Long Context Understanding and Reasoning
por: Cui, Hao, et al.
Publicado: (2025)
por: Cui, Hao, et al.
Publicado: (2025)
Unleashing LLMs in Bayesian Optimization: Preference-Guided Framework for Scientific Discovery
por: Yuan, Xinzhe, et al.
Publicado: (2026)
por: Yuan, Xinzhe, et al.
Publicado: (2026)
LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning
por: Sun, Yuqiang, et al.
Publicado: (2024)
por: Sun, Yuqiang, et al.
Publicado: (2024)
BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack
por: Kuratov, Yuri, et al.
Publicado: (2024)
por: Kuratov, Yuri, et al.
Publicado: (2024)
QUITO: Accelerating Long-Context Reasoning through Query-Guided Context Compression
por: Wang, Wenshan, et al.
Publicado: (2024)
por: Wang, Wenshan, et al.
Publicado: (2024)
LongSafety: Enhance Safety for Long-Context LLMs
por: Huang, Mianqiu, et al.
Publicado: (2024)
por: Huang, Mianqiu, et al.
Publicado: (2024)
Evidence-Augmented Policy Optimization with Reward Co-Evolution for Long-Context Reasoning
por: Guan, Xin, et al.
Publicado: (2026)
por: Guan, Xin, et al.
Publicado: (2026)
A Context-Enhanced Framework for Sequential Graph Reasoning
por: Shi, Shuo, et al.
Publicado: (2024)
por: Shi, Shuo, et al.
Publicado: (2024)
From Implicit Exploration to Structured Reasoning: Leveraging Guideline and Refinement for LLMs
por: Chen, Jiaxiang, et al.
Publicado: (2025)
por: Chen, Jiaxiang, et al.
Publicado: (2025)
Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning
por: Yang, Wang, et al.
Publicado: (2025)
por: Yang, Wang, et al.
Publicado: (2025)
Strategy-Aware Optimization Modeling with Reasoning LLMs
por: Zhao, Ruiqing, et al.
Publicado: (2026)
por: Zhao, Ruiqing, et al.
Publicado: (2026)
Calibration-Aware Policy Optimization for Reasoning LLMs
por: Wang, Ziqi, et al.
Publicado: (2026)
por: Wang, Ziqi, et al.
Publicado: (2026)
Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents
por: Shi, Yaorui, et al.
Publicado: (2025)
por: Shi, Yaorui, et al.
Publicado: (2025)
Strat-Reasoner: Reinforcing Strategic Reasoning of LLMs in Multi-Agent Games
por: He, Yidong, et al.
Publicado: (2026)
por: He, Yidong, et al.
Publicado: (2026)
Reasoning-CV: Fine-tuning Powerful Reasoning LLMs for Knowledge-Assisted Claim Verification
por: Zheng, Zhi, et al.
Publicado: (2025)
por: Zheng, Zhi, et al.
Publicado: (2025)
MemReread: Enhancing Agentic Long-Context Reasoning via Memory-Guided Rereading
por: Ji, Baibei, et al.
Publicado: (2026)
por: Ji, Baibei, et al.
Publicado: (2026)
GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning
por: Fu, Jiale, et al.
Publicado: (2024)
por: Fu, Jiale, et al.
Publicado: (2024)
A Survey on Enhancing Causal Reasoning Ability of Large Language Models
por: Li, Xin, et al.
Publicado: (2025)
por: Li, Xin, et al.
Publicado: (2025)
Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key
por: Wang, Tianle, et al.
Publicado: (2026)
por: Wang, Tianle, et al.
Publicado: (2026)
Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs
por: Lai, Xin, et al.
Publicado: (2024)
por: Lai, Xin, et al.
Publicado: (2024)
DocPuzzle: A Process-Aware Benchmark for Evaluating Realistic Long-Context Reasoning Capabilities
por: Zhuang, Tianyi, et al.
Publicado: (2025)
por: Zhuang, Tianyi, et al.
Publicado: (2025)
StoryTR: Narrative-Centric Video Temporal Retrieval with Theory of Mind Reasoning
por: Zhong, Xuanyue, et al.
Publicado: (2026)
por: Zhong, Xuanyue, et al.
Publicado: (2026)
ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications
por: Xing, Changwen, et al.
Publicado: (2025)
por: Xing, Changwen, et al.
Publicado: (2025)
Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment
por: Cai, Wenrui, et al.
Publicado: (2025)
por: Cai, Wenrui, et al.
Publicado: (2025)
CodeGraph: Enhancing Graph Reasoning of LLMs with Code
por: Cai, Qiaolong, et al.
Publicado: (2024)
por: Cai, Qiaolong, et al.
Publicado: (2024)
Ejemplares similares
-
MolAct: An Agentic RL Framework for Molecular Editing and Property Optimization
por: Yang, Zhuo, et al.
Publicado: (2025) -
OmniMatBench: A Human-Calibrated Multimodal Reasoning Benchmark Across 19 Materials Science Subfields
por: Liu, Wanhao, et al.
Publicado: (2026) -
SpeContext: Enabling Efficient Long-context Reasoning with Speculative Context Sparsity in LLMs
por: Xu, Jiaming, et al.
Publicado: (2025) -
In-Context Multi-Objective Optimization
por: Zhang, Xinyu, et al.
Publicado: (2025) -
SkillsInjector: Dynamic Skill Context Construction for LLM Agents
por: Li, Yanchao, et al.
Publicado: (2026)