EcoThink: A Green Adaptive Inference Framework for Sustainable and Accessible Agents
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Linxiao, Lu, Zhixiang |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MPFormer: Adaptive Framework for Industrial Multi-Task Personalized Sequential Retriever
by: Sun, Yijia, et al.
Published: (2025)
by: Sun, Yijia, et al.
Published: (2025)
AI Agents for Sustainable SMEs: A Green ESG Assessment Framework
by: Trinh, Viet, et al.
Published: (2026)
by: Trinh, Viet, et al.
Published: (2026)
Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization
by: Yu, Zishun, et al.
Published: (2025)
by: Yu, Zishun, et al.
Published: (2025)
Transparent, Evaluable, and Accessible Data Agents: A Proof-of-Concept Framework
by: Bahador, Nooshin
Published: (2025)
by: Bahador, Nooshin
Published: (2025)
EcoAgent: An Efficient Device-Cloud Collaborative Multi-Agent Framework for Mobile Automation
by: Yi, Biao, et al.
Published: (2025)
by: Yi, Biao, et al.
Published: (2025)
Position: Assistive Agents Need Accessibility Alignment
by: Hu, Jie, et al.
Published: (2026)
by: Hu, Jie, et al.
Published: (2026)
Stepwise Think-Critique: A Unified Framework for Robust and Interpretable LLM Reasoning
by: Xu, Jiaqi, et al.
Published: (2025)
by: Xu, Jiaqi, et al.
Published: (2025)
Active Thinking Model: A Goal-Directed Self-Improving Framework for Real-World Adaptive Intelligence
by: Su, Hong
Published: (2025)
by: Su, Hong
Published: (2025)
MemFactory: Unified Inference & Training Framework for Agent Memory
by: Guo, Ziliang, et al.
Published: (2026)
by: Guo, Ziliang, et al.
Published: (2026)
See and Think: Embodied Agent in Virtual Environment
by: Zhao, Zhonghan, et al.
Published: (2023)
by: Zhao, Zhonghan, et al.
Published: (2023)
Integrated Influence: Data Attribution with Baseline
by: Yang, Linxiao, et al.
Published: (2025)
by: Yang, Linxiao, et al.
Published: (2025)
Eco-Aware Graph Neural Networks for Sustainable Recommendations
by: Purificato, Antonio, et al.
Published: (2024)
by: Purificato, Antonio, et al.
Published: (2024)
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning
by: Tang, Xiangru, et al.
Published: (2025)
by: Tang, Xiangru, et al.
Published: (2025)
Think Deep, Think Fast: Investigating Efficiency of Verifier-free Inference-time-scaling Methods
by: Wang, Junlin, et al.
Published: (2025)
by: Wang, Junlin, et al.
Published: (2025)
A Two-Stage LLM Framework for Accessible and Verified XAI Explanations
by: Mermigkis, Georgios, et al.
Published: (2026)
by: Mermigkis, Georgios, et al.
Published: (2026)
When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning
by: Zhang, Xiaoyun, et al.
Published: (2025)
by: Zhang, Xiaoyun, et al.
Published: (2025)
Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference
by: Guo, Xiyu, et al.
Published: (2025)
by: Guo, Xiyu, et al.
Published: (2025)
Securing the Floor and Raising the Ceiling: A Merging-based Paradigm for Multi-modal Search Agents
by: Wang, Zhixiang, et al.
Published: (2026)
by: Wang, Zhixiang, et al.
Published: (2026)
Eco-Bee: A Personalised Multi-Modal Agent for Advancing Student Climate Awareness and Sustainable Behaviour in Campus Ecosystems
by: Adu, Caleb, et al.
Published: (2026)
by: Adu, Caleb, et al.
Published: (2026)
Graph Neural Network Framework for Sentiment Analysis Using Syntactic Feature
by: Wu, Linxiao, et al.
Published: (2024)
by: Wu, Linxiao, et al.
Published: (2024)
Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey
by: Zhu, Jason, et al.
Published: (2025)
by: Zhu, Jason, et al.
Published: (2025)
EcoAlign: An Economically Rational Framework for Efficient LVLM Alignment
by: Cheng, Ruoxi, et al.
Published: (2025)
by: Cheng, Ruoxi, et al.
Published: (2025)
Latent Reward Steering: An Adaptive Inference-Time Framework that Implicitly Promotes Cognitive Behaviors in Reasoning LLMs
by: Li, Jiakang, et al.
Published: (2026)
by: Li, Jiakang, et al.
Published: (2026)
BEAP-Agent: Backtrackable Execution and Adaptive Planning for GUI Agents
by: Lu, Ziyu, et al.
Published: (2026)
by: Lu, Ziyu, et al.
Published: (2026)
Refining Critical Thinking in LLM Code Generation: A Faulty Premise-based Evaluation Framework
by: Li, Jialin, et al.
Published: (2025)
by: Li, Jialin, et al.
Published: (2025)
DeepPsy-Agent: A Stage-Aware and Deep-Thinking Emotional Support Agent System
by: Chen, Kai, et al.
Published: (2025)
by: Chen, Kai, et al.
Published: (2025)
AgentRec: Next-Generation LLM-Powered Multi-Agent Collaborative Recommendation with Adaptive Intelligence
by: Ma, Bo, et al.
Published: (2025)
by: Ma, Bo, et al.
Published: (2025)
Thinking Slow, Fast: Scaling Inference Compute with Distilled Reasoners
by: Paliotta, Daniele, et al.
Published: (2025)
by: Paliotta, Daniele, et al.
Published: (2025)
HAMLET: A Hierarchical and Adaptive Multi-Agent Framework for Live Embodied Theatrics
by: Jiang, Shufan, et al.
Published: (2025)
by: Jiang, Shufan, et al.
Published: (2025)
Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents
by: Xu, Rui, et al.
Published: (2025)
by: Xu, Rui, et al.
Published: (2025)
AdaThink-Med: Medical Adaptive Thinking with Uncertainty-Guided Length Calibration
by: Rui, Shaohao, et al.
Published: (2025)
by: Rui, Shaohao, et al.
Published: (2025)
HyperbolicRAG: Enhancing Retrieval-Augmented Generation with Hyperbolic Representations
by: Cao, Linxiao, et al.
Published: (2025)
by: Cao, Linxiao, et al.
Published: (2025)
Ada-RS: Adaptive Rejection Sampling for Selective Thinking
by: Ge, Yirou, et al.
Published: (2026)
by: Ge, Yirou, et al.
Published: (2026)
Beyond Accuracy: EcoL2 Metric for Sustainable Neural PDE Solvers
by: Kapoor, Taniya, et al.
Published: (2025)
by: Kapoor, Taniya, et al.
Published: (2025)
A Survey of Slow Thinking-based Reasoning LLMs using Reinforced Learning and Inference-time Scaling Law
by: Pan, Qianjun, et al.
Published: (2025)
by: Pan, Qianjun, et al.
Published: (2025)
Modular Speaker Architecture: A Framework for Sustaining Responsibility and Contextual Integrity in Multi-Agent AI Communication
by: Toh, Khe-Han, et al.
Published: (2025)
by: Toh, Khe-Han, et al.
Published: (2025)
Theory of Mind Using Active Inference: A Framework for Multi-Agent Cooperation
by: Pitliya, Riddhi J., et al.
Published: (2025)
by: Pitliya, Riddhi J., et al.
Published: (2025)
Med-VRAgent: A Framework for Medical Visual Reasoning-Enhanced Agents
by: Guo, Guangfu, et al.
Published: (2025)
by: Guo, Guangfu, et al.
Published: (2025)
RAP: Runtime Adaptive Pruning for LLM Inference
by: Liu, Huanrong, et al.
Published: (2025)
by: Liu, Huanrong, et al.
Published: (2025)
AdapThink: Adaptive Thinking Preferences for Reasoning Language Model
by: Wan, Xu, et al.
Published: (2025)
by: Wan, Xu, et al.
Published: (2025)
Similar Items
-
MPFormer: Adaptive Framework for Industrial Multi-Task Personalized Sequential Retriever
by: Sun, Yijia, et al.
Published: (2025) -
AI Agents for Sustainable SMEs: A Green ESG Assessment Framework
by: Trinh, Viet, et al.
Published: (2026) -
Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization
by: Yu, Zishun, et al.
Published: (2025) -
Transparent, Evaluable, and Accessible Data Agents: A Proof-of-Concept Framework
by: Bahador, Nooshin
Published: (2025) -
EcoAgent: An Efficient Device-Cloud Collaborative Multi-Agent Framework for Mobile Automation
by: Yi, Biao, et al.
Published: (2025)