Author

Hong-Zhou Wu

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#natural language process... Review Sep 2026

Efficient GUI Agents: A Systems Survey of Observation, Memory, Action, and Runtime Optimization

This survey studies efficient GUI agents through an end-to-end systems lens that preserves the current technical axes of observation efficiency, context and memory efficiency, action efficiency, and planner-side/system efficiency.

Bizhe Bai, Jiakang Yuan, Hong-Zhou Wu et al. · 0 citations

Open access Jul 2026

LLM-Enhanced Evolutionary Dependency Graphs: A System Approach to Precise Vulnerability Propagation Tracking

The LLM-Enhanced Component Dependency Evolution Graph (CDEG) framework is proposed, a hybrid representation that fuses structural features extracted by Tree-sitter with semantic embeddings derived from a fine-tuned LLM, effectively distinguishing backported patches from code refactoring.

Yuan-Jun Gao, Hong-Zhou Wu, Yu-Jia Luo et al. · Mathematics · 0 citations