most citedTowards Engineering Multi-Agent LLMs: A Protocol-Driven Approach

1 citations · 1 across the 4 of their papers we have counts for

collaborators

8 papers

cs.HC2026

Making Sense of Scams: Understanding Scam Conversations Through Multi-Level Alignment

Zhenyu Mao, Jacky Keung, Xiangyu Li +4

Online scams often unfold gradually through interaction, yet existing detection systems predominantly rely on snapshot-based signals and interruptive warnings, revealing two resear…

cs.SE2026

R2Code: A Self-Reflective LLM Framework for Requirements-to-Code Traceability

Yifei Wang, Jacky Keung, Xiaoxue Ma +3

Accurate requirement-to-code traceability is crucial for software maintenance. However, existing IR- and embedding-based methods are heavily dependent on lexical similarity, often…

cs.SE2025

FedLAD: A Modular and Adaptive Testbed for Federated Log Anomaly Detection

Yihan Liao, Jacky Keung, Zhenyu Mao +2

Log-based anomaly detection (LAD) is critical for ensuring the reliability of large-scale distributed systems. However, most existing LAD approaches assume centralized training, wh…

cs.SE2025

Chart2Code-MoLA: Efficient Multi-Modal Code Generation via Adaptive Expert Routing

Yifei Wang, Jacky Keung, Zhenyu Mao +2

Chart-to-code generation is a critical task in automated data visualization, translating complex chart structures into executable programs. While recent Multi-modal Large Language…

cs.SE20251 cited

Towards Engineering Multi-Agent LLMs: A Protocol-Driven Approach

Zhenyu Mao, Jacky Keung, Fengji Zhang +3

The increasing demand for software development has driven interest in automating software engineering (SE) tasks using Large Language Models (LLMs). Recent efforts extend LLMs into…

cs.CV2025

FaceSleuth-R: Adaptive Orientation-Aware Attention for Robust Micro-Expression Recognition

Linquan Wu, Tianxiang Jiang, Haoyu Yang +5

Micro-expression recognition (MER) has achieved impressive accuracy in controlled laboratory settings. However, its real-world applicability faces a significant generalization clif…