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)

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)

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)

Contrastive Knowledge Graph Error Detection. - Qinggang Zhang; Junnan Dong; Keyu Duan; Xiao Huang 001; Yezi Liu; Linchuan Xu (CIKM, 2022)

Design of Intelligent Temperature Monitoring System Using ZigBee Network and TMP102 Sensor Technology. - Hongkui Zhang; Qinggang Zhang; Yongli Li; Yongping Yang (CIPAE, 2022)

KCUBE: A Knowledge Graph University Curriculum Framework for Student Advising and Career Planning. - Qing Li 001; George Baciu; Jiannong Cao 001; Xiao Huang 001; Richard Chen Li; Peter H. F. Ng; Junnan Dong; Qinggang Zhang; Zackary P. T. Sin; Yaowei Wang 001 (ICBL, 2022)

Constructing Low-Redundant and High-Accuracy Knowledge Graphs for Education. - Wentao Li; Huachi Zhou; Junnan Dong; Qinggang Zhang; Qing Li 001; George Baciu; Jiannong Cao 001; Xiao Huang 001 (ICWL, 2022)

Error Detection on Knowledge Graphs with Triple Embedding. - Yezi Liu; Qinggang Zhang; Mengnan Du; Xiao Huang 001; Xia Hu 001 (EUSIPCO, 2023)

Active Ensemble Learning for Knowledge Graph Error Detection. - Junnan Dong; Qinggang Zhang; Xiao Huang 001; Qiaoyu Tan; Daochen Zha; Zihao Zhao (WSDM, 2023)

Hierarchy-Aware Multi-Hop Question Answering over Knowledge Graphs. - Junnan Dong; Qinggang Zhang; Xiao Huang 001; Keyu Duan; Qiaoyu Tan; Zhimeng Jiang (WWW, 2023)

KnowGPT: Black-Box Knowledge Injection for Large Language Models. - Qinggang Zhang; Junnan Dong; Hao Chen 062; Xiao Huang 001; Daochen Zha; Zailiang Yu (CoRR, 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., 2023)

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 001 (ACL (1), 2024)

Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM. - Zijin Hong; Zheng Yuan; Hao Chen 062; Qinggang Zhang; Feiran Huang; Xiao Huang 001 (ACL (Findings), 2024)

Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion. - Qinggang Zhang; Keyu Duan; Junnan Dong; Pai Zheng; Xiao Huang 001 (KDD, 2024)

Entity Alignment with Noisy Annotations from Large Language Models. - Shengyuan Chen; Qinggang Zhang; Junnan Dong; Wen Hua; Qing Li 001; Xiao Huang 001 (NeurIPS, 2024)

Cost-efficient Knowledge-based Question Answering with Large Language Models. - Junnan Dong; Qinggang Zhang; Chuang Zhou 002; Hao Chen 062; Daochen Zha; Xiao Huang 001 (NeurIPS, 2024)

KnowGPT: Knowledge Graph based Prompting for Large Language Models. - Qinggang Zhang; Junnan Dong; Hao Chen 062; Daochen Zha; Zailiang Yu; Xiao Huang 001 (NeurIPS, 2024)

Structure Guided Large Language Model for SQL Generation. - Qinggang Zhang; Junnan Dong; Hao Chen 062; Wentao Li; Feiran Huang; Xiao Huang 001 (CoRR, 2024)

Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL. - Zijin Hong; Zheng Yuan; Qinggang Zhang; Hao Chen 062; Junnan Dong; Feiran Huang; Xiao Huang 001 (CoRR, 2024)

Neuro-Symbolic Entity Alignment via Variational Inference. - Shengyuan Chen; Qinggang Zhang; Junnan Dong; Wen Hua; Jiannong Cao 001; Xiao Huang 001 (CoRR, 2024)

Evaluating World Models with LLM for Decision Making. - Chang Yang; Xinrun Wang; Junzhe Jiang 002; Qinggang Zhang; Xiao Huang 001 (CoRR, 2024)

Integrating Entity Attributes for Error-Aware Knowledge Graph Embedding. - Qinggang Zhang; Junnan Dong; Qiaoyu Tan; Xiao Huang 001 (IEEE Trans. Knowl. Data Eng., 2024)

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 (ACL (1), 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)

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 062; Yi Chang; Xiao Huang 001 (CoRR, 2025)

Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation. - Zheng Yuan; Hao Chen 062; Zijin Hong; Qinggang Zhang; Feiran Huang; Xiao Huang 001 (CoRR, 2025)

Nondeterministic Polynomial-time Problem Challenge: An Ever-Scaling Reasoning Benchmark for LLMs. - Chang Yang; Ruiyu Wang; Junzhe Jiang 002; Qi Jiang; Qinggang Zhang; Yanchen Deng; Shuxin Li 001; Shuyue Hu; Bo Li 037; Florian T. Pokorny; Xiao Huang 001; Xinrun Wang (CoRR, 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 001; Jinsong Su (CoRR, 2025)

Reliable Reasoning Path: Distilling Effective Guidance for LLM Reasoning with Knowledge Graphs. - Yilin Xiao 002; Chuang Zhou 002; Qinggang Zhang; Bo Li 037; Qing Li 001; Xiao Huang 001 (CoRR, 2025)

Enhancing Large Language Models with Reliable Knowledge Graphs. - Qinggang Zhang (CoRR, 2025)

LAG: Logic-Augmented Generation from a Cartesian Perspective. - Yilin Xiao 002; Chuang Zhou 002; Qinggang Zhang; Su Dong; Shengyuan Chen; Xiao Huang 001 (CoRR, 2025)

You Don't Need Pre-built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures. - Shengyuan Chen; Chuang Zhou 002; Zheng Yuan; Qinggang Zhang; Zeyang Cui; Hao Chen 062; Yilin Xiao 002; Jiannong Cao 001; Xiao Huang 001 (CoRR, 2025)

LoSemB: Logic-Guided Semantic Bridging for Inductive Tool Retrieval. - Luyao Zhuang; Qinggang Zhang; Huachi Zhou; Juhua Liu; Qing Li 001; Xiao Huang 001 (CoRR, 2025)

Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery. - Jiatong Li 003; Weida Wang; Qinggang Zhang; Junxian Li 001; Di Zhang; Changmeng Zheng; Shufei Zhang; Xiaoyong Wei; Qing Li 001 (CoRR, 2025)