Qinggang Zhang

According to our database, Qinggang Zhang authored at least 35 papers between 2010 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

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

Jiatong Li, Weida Wang, Qinggang Zhang, Junxian Li, Di Zhang, Changmeng Zheng, Shufei Zhang, Xiaoyong Wei, Qing Li

CoRR, August, 2025

LoSemB: Logic-Guided Semantic Bridging for Inductive Tool Retrieval.

Luyao Zhuang, Qinggang Zhang, Huachi Zhou, Juhua Liu, Qing Li, Xiao Huang

CoRR, August, 2025

You Don't Need Pre-built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures.

Shengyuan Chen, Chuang Zhou, Zheng Yuan, Qinggang Zhang, Zeyang Cui, Hao Chen, Yilin Xiao, Jiannong Cao, Xiao Huang

CoRR, August, 2025

LAG: Logic-Augmented Generation from a Cartesian Perspective.

Yilin Xiao, Chuang Zhou, Qinggang Zhang, Su Dong, Shengyuan Chen, Xiao Huang

CoRR, August, 2025

Enhancing Large Language Models with Reliable Knowledge Graphs.

Qinggang Zhang

CoRR, June, 2025

Reliable Reasoning Path: Distilling Effective Guidance for LLM Reasoning with Knowledge Graphs.

Yilin Xiao, Chuang Zhou, Qinggang Zhang, Bo Li, Qing Li, Xiao Huang

CoRR, June, 2025

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

Zhishang Xiang, Chuanjie Wu, Qinggang Zhang, Shengyuan Chen, Zijin Hong, Xiao Huang, Jinsong Su

CoRR, June, 2025

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

Chang Yang, Ruiyu Wang, Junzhe Jiang, Qi Jiang, Qinggang Zhang, Yanchen Deng, Shuxin Li, Shuyue Hu, Bo Li, Florian T. Pokorny, Xiao Huang, Xinrun Wang

CoRR, April, 2025

Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation.

Zheng Yuan, Hao Chen, Zijin Hong, Qinggang Zhang, Feiran Huang, Xiao Huang

CoRR, February, 2025

A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models.

Qinggang Zhang, Shengyuan Chen, Yuanchen Bei, Zheng Yuan, Huachi Zhou, Zijin Hong, Junnan Dong, Hao Chen, Yi Chang, Xiao Huang

CoRR, January, 2025

An integrated grade classification model to evaluate raw milk quality.

Xin Yang, Yan Wang, Debao Nie, Qinggang Zhang, Wei Zheng, Baisheng Dai, Weizheng Shen

Comput. Electron. Agric., 2025

FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation.

Qinggang Zhang, Zhishang Xiang, Yilin Xiao, Le Wang, Junhui Li, Xinrun Wang, Jinsong Su

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Integrating Entity Attributes for Error-Aware Knowledge Graph Embedding.

Qinggang Zhang, Junnan Dong, Qiaoyu Tan, Xiao Huang

IEEE Trans. Knowl. Data Eng., April, 2024

Evaluating World Models with LLM for Decision Making.

Chang Yang, Xinrun Wang, Junzhe Jiang, Qinggang Zhang, Xiao Huang

CoRR, 2024

Neuro-Symbolic Entity Alignment via Variational Inference.

Shengyuan Chen, Qinggang Zhang, Junnan Dong, Wen Hua, Jiannong Cao, Xiao Huang

CoRR, 2024

Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL.

Zijin Hong, Zheng Yuan, Qinggang Zhang, Hao Chen, Junnan Dong, Feiran Huang, Xiao Huang

CoRR, 2024

Structure Guided Large Language Model for SQL Generation.

Qinggang Zhang, Junnan Dong, Hao Chen, Wentao Li, Feiran Huang, Xiao Huang

CoRR, 2024

KnowGPT: Knowledge Graph based Prompting for Large Language Models.

Qinggang Zhang, Junnan Dong, Hao Chen, Daochen Zha, Zailiang Yu, Xiao Huang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Cost-efficient Knowledge-based Question Answering with Large Language Models.

Junnan Dong, Qinggang Zhang, Chuang Zhou, Hao Chen, Daochen Zha, Xiao Huang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Entity Alignment with Noisy Annotations from Large Language Models.

Shengyuan Chen, Qinggang Zhang, Junnan Dong, Wen Hua, Qing Li, Xiao Huang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion.

Qinggang Zhang, Keyu Duan, Junnan Dong, Pai Zheng, Xiao Huang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM.

Zijin Hong, Zheng Yuan, Hao Chen, Qinggang Zhang, Feiran Huang, Xiao Huang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Modality-Aware Integration with Large Language Models for Knowledge-Based Visual Question Answering.

Junnan Dong, Qinggang Zhang, Huachi Zhou, Daochen Zha, Pai Zheng, Xiao Huang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Diagnosis of dairy cow diseases by knowledge-driven deep learning based on the text reports of illness state.

Haodong Wang, Weizheng Shen, Yi Zhang, Meng Gao, Qinggang Zhang, Xiaohui A, Haitao Du, Bailong Qiu

Comput. Electron. Agric., February, 2023

KnowGPT: Black-Box Knowledge Injection for Large Language Models.

Qinggang Zhang, Junnan Dong, Hao Chen, Xiao Huang, Daochen Zha, Zailiang Yu

CoRR, 2023

Hierarchy-Aware Multi-Hop Question Answering over Knowledge Graphs.

Junnan Dong, Qinggang Zhang, Xiao Huang, Keyu Duan, Qiaoyu Tan, Zhimeng Jiang

Proceedings of the ACM Web Conference 2023, 2023

Active Ensemble Learning for Knowledge Graph Error Detection.

Junnan Dong, Qinggang Zhang, Xiao Huang, Qiaoyu Tan, Daochen Zha, Zihao Zhao

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Error Detection on Knowledge Graphs with Triple Embedding.

Yezi Liu, Qinggang Zhang, Mengnan Du, Xiao Huang, Xia Hu

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Constructing Low-Redundant and High-Accuracy Knowledge Graphs for Education.

Wentao Li, Huachi Zhou, Junnan Dong, Qinggang Zhang, Qing Li, George Baciu, Jiannong Cao, Xiao Huang

Proceedings of the Learning Technologies and Systems, 2022

KCUBE: A Knowledge Graph University Curriculum Framework for Student Advising and Career Planning.

Qing Li, George Baciu, Jiannong Cao, Xiao Huang, Richard Chen Li, Peter H. F. Ng, Junnan Dong, Qinggang Zhang, Zackary P. T. Sin, Yaowei Wang

Proceedings of the Blended Learning: Engaging Students in the New Normal Era, 2022

Design of Intelligent Temperature Monitoring System Using ZigBee Network and TMP102 Sensor Technology.

Hongkui Zhang, Qinggang Zhang, Yongli Li, Yongping Yang

Proceedings of the International Conference on Computers, 2022

Contrastive Knowledge Graph Error Detection.

Qinggang Zhang, Junnan Dong, Keyu Duan, Xiao Huang, Yezi Liu, Linchuan Xu

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Mutation-Induced Impacts on the Switch Transformations of the GDP- and GTP-Bound K-Ras: Insights from Multiple Replica Gaussian Accelerated Molecular Dynamics and Free Energy Analysis.

Jianzhong Chen, Shaolong Zhang, Wei Wang, Laixue Pang, Qinggang Zhang, Xinguo Liu

J. Chem. Inf. Model., 2021

2015

A Comparative Insight into Amprenavir Resistance of Mutations V32I, G48V, I50V, I54V, and I84V in HIV-1 Protease Based on Thermodynamic Integration and MM-PBSA Methods.

Jianzhong Chen, Xingyu Wang, Tong Zhu, Qinggang Zhang, John Z. H. Zhang

J. Chem. Inf. Model., 2015

2010

A computational analysis of the binding model of MDM2 with inhibitors.

Guodong Hu, Dunyou Wang, Xinguo Liu, Qinggang Zhang

J. Comput. Aided Mol. Des., 2010