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Meng-Jie Zhang

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#natural language process... Preprint May 2025

Decoding One Safety Trigger Token for Balancing Safety and Usability in Large Language Models

D-STT, a simple yet effective defense algorithm that identifies and explicitly decodes safety trigger tokens of the given safety-aligned LLM to activate the model's learned safety patterns, effectively preserves model usability by introducing minimum intervention in the decoding process.

Hao-Ran Gu, Han-Ding Wang, Yi Mei et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Surrogate-Assisted Genetic Programming with Phenotypic Characterisation in Dynamic Multi-Mode Project Scheduling

The experimental results show that binary encoding with Euclidean distance provides the most effective and robust surrogate guidance and highlight that effective surrogate-assisted GP depends not only on identifying promising offspring, but also on controlling redundancy and preserving useful diversity during evolution...

Yuan Tian, Yi Mei, Meng-Jie Zhang · 0 citations
Preprint Aug 2026

Accelerated Genetic Programming Hyper-Heuristics for Simulation-Based Scheduling via Agentic AI

This paper presents a systematic refactoring approach using Claude agentic AI on real-world project-scheduling workloads in a high-performance computing (HPC) environment, where the agent identifies bottlenecks, implements targeted optimizations, and evaluates their effects, while the researcher retains final control.

H. Li, A. Pletzer, Yuan Tian et al. · 0 citations

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