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20242026
most citedSTShield: Single-Token Sentinel for Real-Time Jailbreak Detection in Large Language Models

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

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cs.SE2025

Understanding and Bridging the Planner-Coder Gap: A Systematic Study on the Robustness of Multi-Agent Systems for Code Generation

Zongyi Lyu, Songqiang Chen, Zhenlan Ji +5

Multi-agent systems (MASs) have emerged as a promising paradigm for automated code generation, demonstrating impressive performance on established benchmarks. Despite their prosper…

cs.SE2025

Digging Into the Internal: Causality-Based Analysis of LLM Function Calling

Zhenlan Ji, Daoyuan Wu, Wenxuan Wang +3

Function calling (FC) has emerged as a powerful technique for facilitating large language models (LLMs) to interact with external systems and perform structured tasks. However, the…