activity
20212026
most citedDomain Knowledge Distillation from Large Language Model: An Empirical Study in the Autonomous Driving Domain

2 citations · 6 across the 8 of their papers we have counts for

collaborators

8 papers

physics.soc-ph2026

Introducing a Novel Systems Thinking approach inspired by STPA: Road Safety Intervention design case study

Halima El Badaoui, Siddartha Khastgir, Mariat James Elizebeth +3

According to the latest provisional statistics released by the UK Department for Transport, Great Britain recorded 1,633 road deaths in 2024, representing a slight increase from 20…

eess.SY2025

Safety Analysis of eVTOL Operations based on STPA

Mariat James Elizebeth, Shufeng Chen, Halima El Badaoui +2

Electric Vertical Take-Off and Landing (eVTOL) aircraft are expected to be quieter and more cost-effective than helicopters, offering major economic and social benefits through imp…

cs.SE2025

A Scalable Framework for Safety Assurance of Self-Driving Vehicles based on Assurance 2.0

Shufeng Chen, Mariat James Elizebeth, Robab Aghazadeh Chakherlou +4

Assurance 2.0 is a modern framework developed to address the assurance challenges of increasingly complex, adaptive, and autonomous systems. Building on the traditional Claims-Argu…

cs.SE2025

A Scalable Framework for the Management of STPA Requirements: a Case Study on eVTOL Operations

Shufeng Chen, Halima El Badaoui, Mariat James Elizebeth +3

System-Theoretic Process Analysis (STPA) is a recommended method for analysing complex systems, capable of identifying thousands of safety requirements often missed by traditional…

cs.CV2024★ 1 cited

ProTIP: Probabilistic Robustness Verification on Text-to-Image Diffusion Models against Stochastic Perturbation

Yi Zhang, Yun Tang, Wenjie Ruan +4

Text-to-Image (T2I) Diffusion Models (DMs) have shown impressive abilities in generating high-quality images based on simple text descriptions. However, as is common with many Deep…

cs.CL2023★ 2 cited

Domain Knowledge Distillation from Large Language Model: An Empirical Study in the Autonomous Driving Domain

Yun Tang, Antonio A. Bruto da Costa, Jason Zhang +3

Engineering knowledge-based (or expert) systems require extensive manual effort and domain knowledge. As Large Language Models (LLMs) are trained using an enormous amount of cross-…

cs.SE2023★ 2 cited

STPA for Learning-Enabled Systems: A Survey and A New Practice

Yi Qi, Yi Dong, Siddartha Khastgir +3

Systems Theoretic Process Analysis (STPA) is a systematic approach for hazard analysis that has been used across many industrial sectors including transportation, energy, and defen…

cs.CV2021★ 1 cited

Visual Sensor Pose Optimisation Using Visibility Models for Smart Cities

Eduardo Arnold, Sajjad Mozaffari, Mehrdad Dianati +1

Visual sensor networks are used for monitoring traffic in large cities and are promised to support automated driving in complex road segments. The pose of these sensors, i.e. posit…