Publications (4)
Developing the PsyCogMetrics AI Lab to Evaluate Large Language Models and Advance Cognitive Science -- A Three-Cycle Action Design Science Study
Zhiye Jin, Yibai Li, K. D. Joshi +4
This study presents the development of the PsyCogMetrics AI Lab (psycogmetrics.ai), an integrated, cloud-based platform that operationalizes psychometric and cognitive-science meth…
Low-Precision Hardware Architectures Meet Recommendation Model Inference at Scale
Zhaoxia, Deng, Jongsoo Park +17
Tremendous success of machine learning (ML) and the unabated growth in ML model complexity motivated many ML-specific designs in both CPU and accelerator architectures to speed up…
Counterweights and Complementarities: The Convergence of AI and Blockchain Powering a Decentralized Future
Yibai Li, Zhiye Jin, Xiaobing +4
This editorial addresses the critical intersection of artificial intelligence (AI) and blockchain technologies, highlighting their contrasting tendencies toward centralization and…
Individual Confidential Computing of Polynomials over Non-Uniform Information
Saar Tarnopolsky, Zirui, Deng +3
In this paper, we address the problem of secure distributed computation in scenarios where user data is not uniformly distributed, extending existing frameworks that assume uniform…