45 citations · 84 across the 12 of their papers we have counts for
4 papers · 1 filter
Skill Learning Using Process Mining for Large Language Model Plan Generation
Andrei Cosmin Redis, Mohammadreza Fani Sani, Bahram Zarrin +1
Large language models (LLMs) hold promise for generating plans for complex tasks, but their effectiveness is limited by sequential execution, lack of control flow models, and diffi…
ProcessTBench: An LLM Plan Generation Dataset for Process Mining
Andrei Cosmin Redis, Mohammadreza Fani Sani, Bahram Zarrin +1
Large Language Models (LLMs) have shown significant promise in plan generation. Yet, existing datasets often lack the complexity needed for advanced tool use scenarios - such as ha…
LLM-based event abstraction and integration for IoT-sourced logs
Mohsen Shirali, Mohammadreza Fani Sani, Zahra Ahmadi +1
The continuous flow of data collected by Internet of Things (IoT) devices, has revolutionised our ability to understand and interact with the world across various applications. How…
Boosting Cybersecurity Vulnerability Scanning based on LLM-supported Static Application Security Testing
Mete Keltek, Rong Hu, Mohammadreza Fani Sani +1
The current cybersecurity landscape is increasingly complex, with traditional Static Application Security Testing (SAST) tools struggling to capture complex and emerging vulnerabil…