InfiCoEvalChain: A Blockchain-Based Decentralized Framework for Collaborative LLM Evaluation
Authors: Yifan Yang, Jinjia Li, Kunxi Li, Puhao Zheng, Yuanyi Wang, Zheyan Qu, Yang Yu, Jianmin Wu, Ming Li, Hongxia Yang | Published: 2026-02-09
インセンティブメカニズム
Adaptive and Robust Cost-Aware Proof of Quality for Decentralized LLM Inference Networks
Authors: Arther Tian, Alex Ding, Frank Chen, Simon Wu, Aaron Chan | Published: 2026-01-29
Position: LLM Watermarking Should Align Stakeholders’ Incentives for Practical Adoption
Authors: Yepeng Liu, Xuandong Zhao, Dawn Song, Gregory W. Wornell, Yuheng Bu | Published: 2025-10-21
FedServing: A Federated Prediction Serving Framework Based on Incentive Mechanism
Authors: Jiasi Weng, Jian Weng, Hongwei Huang, Chengjun Cai, Cong Wang | Published: 2020-12-19
Distributed creation of Machine learning agents for Blockchain analysis
Authors: Zvezdin Besarabov, Todor Kolev | Published: 2019-09-06