Author

Derek F. Wong

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#natural language process... Preprint Sep 2026

Neuron-Guided Fine-Tuning: Unlocking Efficient Alignment Mechanisms for Large Language Models

Experimental results across three models across both domain-specific and general benchmarks demonstrate that NGFT significantly outperforms existing mainstream fine-tuning methods in both efficiency and performance, while effectively mitigating catastrophic forgetting.

Ze-Yu Wu, Junchao Wu, Shu-Dong Liu et al. · 0 citations

Jul 2026

SelfMem: Self-Optimizing Memory for AI Agents

SelfMem provides an environment with memory tools and feedback signals that allow the agent to explore, evaluate, and refine its own memory strategy, following the principle of teaching an agent to fish rather than giving it a fish.

Shu Yang, Junchao Wu, Derek F. Wong et al. · arXiv.org · 2 citations