activity
20242026
most citedKRAIL: A Knowledge-Driven Framework for Base Human Reliability Analysis Integrating IDHEAS and Large Language Models

3 citations · 4 across the 10 of their papers we have counts for

collaborators

10 papers

cs.CL2026

G-SHARE: A Guideline-Based Structured Reasoning Framework for Human-Factor Event Diagnosis

Xingyu Xiao, Mao Du, Jiejuan Tong +2

Human-factor event diagnosis is essential for learning from operational events in nuclear power plants, yet its quality depends strongly on expert interpretation of narrative repor…

cs.HC2026

ATIM: An ACT-R-Based Task Interface Model for Predicting Operator Action Time in Digital Nuclear Control Rooms

Xingyu Xiao Jonghyun Kim, Jiejuan Tong, Jingang Liang +1

Human performance in digital control rooms is strongly influenced by interface characteristics, which shape visual search, cognitive processing, and motor execution. Accurate predi…

cs.MA2026

TEAM-SimHRA: A Team-Based Simulation Framework for Human Reliability Analysis Using Multi-Agent Large Language Models

Xingyu Xiao, Jiejuan Tong, Jingang Liang +1

Team-level failure in nuclear control rooms arises not from isolated operator error, but from emergent interaction dynamics, delayed diagnosis, suppressed dissent, and authority-dr…

cs.HC2026

Quantifying Interface Procedure Coupling Risks in Digital Nuclear Control Rooms: An Event Based Human Reliability Assessment

Xingyu Xiao, Mingwei Xiao, Hongbo Li +3

Digitalization has fundamentally transformed human system interaction in nuclear main control rooms, yet the quantitative mechanisms by which interfaces amplify procedural risks re…

cs.AI2026

NuHF Claw: A Risk Constrained Cognitive Agent Framework for Human Centered Procedure Support in Digital Nuclear Control Rooms

Xingyu Xiao, Jiejuan Tong, Jun Sun +4

The rapid digitization of nuclear power plant main control rooms has fundamentally reshaped operator interaction patterns, introducing complex soft-control behaviors and elevated c…

cs.HC2025

AutoGraph: A Knowledge-Graph Framework for Modeling Interface Interaction and Automating Procedure Execution in Digital Nuclear Control Rooms

Xingyu Xiao, Jiejuan Tong, Jun Sun +5

Digitalization in nuclear power plant (NPP) control rooms is reshaping how operators interact with procedures and interface elements. However, existing computer-based procedures (C…

cs.AI2025

A Cognitive-Mechanistic Human Reliability Analysis Framework: A Nuclear Power Plant Case Study

Xingyu Xiao, Peng Chen, Jiejuan Tong +6

Traditional human reliability analysis (HRA) methods, such as IDHEAS-ECA, rely on expert judgment and empirical rules that often overlook the cognitive underpinnings of human error…

cs.AI2025★ 1 cited

A Dynamic and High-Precision Method for Scenario-Based HRA Synthetic Data Collection in Multi-Agent Collaborative Environments Driven by LLMs

Xingyu Xiao, Peng Chen, Qianqian Jia +3

HRA (Human Reliability Analysis) data is crucial for advancing HRA methodologies. however, existing data collection methods lack the necessary granularity, and most approaches fail…

cs.AI2024

A Novel Task-Driven Method with Evolvable Interactive Agents Using Event Trees for Enhanced Emergency Decision Support

Xingyu Xiao, Peng Chen, Ben Qi +3

As climate change and other global challenges increase the likelihood of unforeseen emergencies, the limitations of human-driven strategies in critical situations become more prono…

cs.CL2024★ 3 cited

KRAIL: A Knowledge-Driven Framework for Base Human Reliability Analysis Integrating IDHEAS and Large Language Models

Xingyu Xiao, Peng Chen, Ben Qi +4

Human reliability analysis (HRA) is crucial for evaluating and improving the safety of complex systems. Recent efforts have focused on estimating human error probability (HEP), but…