4 papers
SolarChain-Eval: A Physics-Constrained Benchmark for Trustworthy Economic Agents in Decentralized Energy Markets
Shilin Ou, Yifan Xu, Luyao Zhang
As agentic AI systems are increasingly applied to cyber-physical environments, their evaluation requires assessment of both task performance and trustworthiness. In decentralized e…
SolarChain: A Physics-Grounded Embodied IoT System for Verifiable Urban Solar Market Design
Shilin Ou, Yifan Xu, Zhenshan Zhang +2
Distributed solar markets must coordinate physical reports, economic allocation, and public settlement even when IoT data can be manipulated. We present SolarChain, a controlled Em…
Trust Dynamics in Cryptocurrency Markets: Centralized vs. Decentralized Exchanges
Xintong Wu, Wanlin Deng, Yutong Quan +2
Trust mechanisms diverge between centralized and decentralized exchanges, representing distinct sociotechnical governance paradigms. However, quantifying trust dynamics and their r…
Leveraging Large Language Models for Sentiment Analysis: Multi-Modal Analysis of Decentraland's MANA Token
Xintong Wu, Peiting Tsai, Jing Yuan +3
Decentraland, a decentralized virtual reality platform operating within the expanding Metaverse ecosystem, utilizes its native MANA token to facilitate virtual asset transactions a…