16 citations · 26 across the 5 of their papers we have counts for
6 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…
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…
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…
Decoding Social Sentiment in DAO: A Comparative Analysis of Blockchain Governance Communities
Yutong Quan, Xintong Wu, Wanlin Deng +1
Blockchain technology is leading a revolutionary transformation across diverse industries, with effective governance being critical for the success and sustainability of blockchain…
Is Decentralized Finance Actually Decentralized? An Interdisciplinary Framework Integrating Network Theory, Agent-Based Simulation, and Longitudinal Evidence from Aave, GHO Issuance, and Cross-Chain Expansion
Ziqiao Ao, Lin William Cong, Gergely Horvath +1
Decentralized finance (DeFi) can broaden access while leaving activity, network position, and infrastructure concentrated. We develop a four-dimensional framework for participation…