Xiao Huang

When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation

LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora

GraphRAG-Bench: Challenging Domain-specific Reasoning for Evaluating Graph Retrieval-Augmented Generation

Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning

HyperRAG: Query-Centric Retrieval Augmented Generation with Hyperbolic Structuring

Nondeterministic Polynomial-time Problem Challenge: An Ever-Scaling Reasoning Benchmark for LLMs

Structure-Guided Large Language Models for Text-to-SQL Generation

NeuSymEA: Neuro-symbolic Entity Alignment via Variational Inference

Neuro-symbolic Entity Alignment via Variational Inference

Retrieval Augmented Zero-Shot Enzyme Generation for Specified Substrate

Knapsack Schema Linking Agent for LLM-Based Text-to-SQL Generation

Retrieval Augmented Zero-Shot Enzyme Generation for Specified Substrate

Self-Monitoring Large Language Models for Click-Through Rate Prediction

Large Language Models based Graph Convolution for Text-Attributed Networks

In-Context Learning for Games

Structure-Guided Large Language Models for Text-to-SQL Generation

$CLR-Bench$: Evaluating Large Language Models in College-Level Reasoning