Chenghao Li

RAG-FGO: Enhancing RAG with Fungal Growth Optimizer for LLM Agents

Efficient and Interpretable Multi-Agent LLM Routing via Ant Colony Optimization

Text summarization via global structure awareness

Agent-GWO: Collaborative Agents for Dynamic Prompt Optimization in Large Language Models

Enhancing Reasoning Chains through GANs and Textual Gradient Feedback

MemoryField: Exploiting Gravitational Field for Long-term Memory Management

Unlocking Coherent Reasoning in LLMs with Hierarchical Soft Prompts

Topology aware optimization of soft prompts

SCMF: Lightweight Retrieval-Augmented Generation via Retrieval Vector Compression