Author

Wenxuan Huang

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#artificial intelligence Preprint Sep 2026

Agent Memory with Episodic Retrieval for Financial Decision-Making

This work introduces META (Memory Enhanced Trading Agent), the first RAG-like episodic-memory-augmented multi-agent framework for financial decision making and demonstrates that episodic memory provides a powerful mechanism for regime-aware, interpretable, and low-latency decision-making in trading and decision making.

Nuo-Yue Xu, Jiang Liu, Wen-Xuan Huang et al. · 0 citations

#natural language process... Review Aug 2026

When LLM Meets Tree Search: A Systematic View of Inference as Search in Large Language Models

This survey systematizes recent progress in tree-search-based reasoning, viewing inference as instance-specific optimization rather than decoding, and introduces a Unified Design Space spanning search topology, evaluation signals, and control dynamics to unify a fragmented literature.

Jia-Qi Wei, Xiang Zhang, Yue-Jin Yang et al. · 0 citations