Qinggang Zhang

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

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

Temporal Graph Thumbnail: Robust Representation Learning with Global Evolutionary Skeleton

Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery

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

Probing Latent Knowledge Conflict for Faithful Retrieval-Augmented Generation

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

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

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

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