Xudong Wang

Learning Global Hypothesis Space for Enhancing Synergistic Reasoning Chain

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

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

Topological Retrieval-Augmented Generation via Intersecting Evidence Paths

Unlocking Coherent Reasoning in LLMs with Hierarchical Soft Prompts

MemoryField: Exploiting Gravitational Field for Long-term Memory Management

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

Enhancing Reasoning Chains through GANs and Textual Gradient Feedback

SCMF: Lightweight Retrieval-Augmented Generation via Retrieval Vector Compression