Publications

Peer-reviewed research.

Accepted and published work is listed in full. Papers still under review or in preparation are shown as in progress, and updated with venue and links once accepted.

Published & accepted

AcceptedAI Systems · J. of the Korean Inst. of Communications & Information Sciences · 2026

Dynamic DNN Partitioning and Cooperative Offloading for EV-Hub Edge AI in Public-Safety Networks

I. Lee

Dynamic DNN partitioning and cooperative offloading across heterogeneous devices on EV-Hub edge infrastructure, optimizing latency and energy for public-safety networks. Accepted; forthcoming 2026.

Edge AISplit ComputingPublic-Safety Networks

PublishedAI Evaluation · MPA thesis (Distinction) · University of Exeter · 2018

The Applicability of Field Experiments in Foreign Police Assistance: Challenges and Opportunities

S. Kwon

A methodological study of when and how field experiments can be applied to evaluate foreign police-assistance programs — the design challenges they raise and the causal-evidence opportunities they offer.

Field ExperimentsProgram EvaluationPolice Assistance

In progress

Active research across our four programs. Details are added as each paper is accepted for publication.

In progressAI Evaluation · 2026

Procedural compliance and self-preference in LLM-as-judge evaluation

I. Lee

LLM-as-JudgeEvaluationBias

In progressAI Assurance · 2026

A four-pillar validation framework for synthetic personas

I. Lee

Synthetic DataValidationPersonas

In progressAI Governance · 2026

Countering disinformation with generative agent-based modeling

I. Lee

GABMDisinformationGovernance

In progressAI Systems · 2026

Simulating voice-phishing defense for older adults with generative agent-based modeling

I. Lee

GABMSimulationFraud Prevention

In progressAI Governance · 2026

The policing-AI trilemma and future scenarios

I. Lee

GovernanceScenario PlanningPolicy

In progressAI Governance · 2026

A Study on the Development of a Standard Estimation Model for the Prevention Benefit of Industrial Technology Leakage: An Avoided-Expected-Damage Approach

S. Kwon

Economic SecurityTech LeakageCost-Benefit