AFE-Master: Enhancing LLM-Driven Autonomous Feature Engineering with Domain-Specific Language Parsing and Guided Local Search
AFE-Master introduces domain-specific language parsing with guided local search to strengthen LLM-driven autonomous feature engineering.
Jan 1, 2026
LLM Agent Tutorial
A beginner-friendly, example-driven tutorial on LLM agents (foundations → examples → practical tips → frontier).
Nov 17, 2025
Hands-on LLM-based Agents: A Tutorial for General Audiences
Beginner-friendly tutorial; foundations + nine examples + practical tips + frontier roadmap.
Nov 17, 2025
From Chaos to Order: The Atomic Reasoner Framework for Fine-grained Reasoning in Large Language Models
A lightweight large language model inference framework that performs structured and fine-grained natural language reasoning without the need for complex search and external tools.
Aug 1, 2025
Unlocking Multi-Agent Debate Potential: Enhancing Effective Scaling through Role Allocation Strategies
Jun 15, 2025
DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering
May 31, 2025
From Seeing to Doing: Bridging Reasoning and Decision for Robotic Manipulation
May 13, 2025
Key Decision-Makers in Multi-Agent Debates: Who Holds the Power?
Analyzes mediator roles and decisive voices within multi-agent debate frameworks, revealing how influence shifts throughout deliberation.
Feb 15, 2025
SheetAgent: towards a generalist agent for spreadsheet reasoning and manipulation via large language models
SheetAgent, an novel autonomous agent that utilizes the power of LLMs.
Jan 8, 2025
CellAgent
An LLM-driven multi-agent framework for single-cell data analysis, ensuring high-quality results with minimal effort.
Jan 1, 2025