Qinggang Zhang

Computer Science · Physical Sciences

10h-index242citations39works3.62yr avg
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Research Topics

Topic Modeling(13), Advanced Graph Neural Networks(9), Natural Language Processing Techniques(7), Domain Adaptation and Few-Shot Learning(6), Semantic Web and Ontologies(3)

Publications39 total

Probing Latent Knowledge Conflict for Faithful Retrieval-Augmented Generation
arXiv (Cornell University)·2025Open Access
LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora
arXiv (Cornell University)·2025Open Access
LoSemB: Logic-Guided Semantic Bridging for Inductive Tool Retrieval
arXiv (Cornell University)·2025Open Access
LAG: Logic-Augmented Generation from a Cartesian Perspective
arXiv (Cornell University)·2025Open Access
Enhancing Large Language Models with Reliable Knowledge Graphs
arXiv (Cornell University)·2025Open Access
Reliable Reasoning Path: Distilling Effective Guidance for LLM Reasoning with Knowledge Graphs
arXiv (Cornell University)·2025Open Access
FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation
arXiv (Cornell University)·2025Open Access
When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation
arXiv (Cornell University)·2025Open Access
Nondeterministic Polynomial-time Problem Challenge: An Ever-Scaling Reasoning Benchmark for LLMs
arXiv (Cornell University)·2025Open Access
Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation
arXiv (Cornell University)·2025Open Access
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models
arXiv (Cornell University)·2025· 5 citedOpen Access
Efficient Integration of External Knowledge to LLM-based World Models via Retrieval-Augmented Generation and Reinforcement Learning
2025Open Access
FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation
2025· 3 citedOpen Access
Industrialization challenges for sulfide-based all solid state battery
eTransportation·2024· 24 cited
Neuro-Symbolic Entity Alignment via Variational Inference
arXiv (Cornell University)·2024Open Access
DFW-YOLO: YOLOv5-based algorithm using phased array ultrasonic testing for weld defect recognition
Nondestructive Testing And Evaluation·2024· 21 cited
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL
arXiv (Cornell University)·2024· 9 citedOpen Access
Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion
arXiv (Cornell University)·2024Open Access
Entity Alignment with Noisy Annotations from Large Language Models
arXiv (Cornell University)·2024· 3 citedOpen Access
Cost-efficient Knowledge-based Question Answering with Large Language Models
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Junnan Dong(18), Xiao Huang(11), Shengyuan Chen(7), Daochen Zha(6), Zijin Hong(6), Huachi Zhou(6), Hao Chen(5), Feiran Huang(5), Zheng Yuan(4), Xiao Huang(4), Qing Li(4), Xiao Huang(4), Chuang Zhou(4), Keyu Duan(3), Qiaoyu Tan(3), Jiannong Cao(3), Pai Zheng(3), Xiao Huang(3), Jimmy Xiangji Huang(3), Wen Hua(3)