Qinggang Zhang

61 papers A* 11A 2Journal 40Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Augmenting Intra-Modal Understanding in MLLMs for Robust Multimodal Keyphrase Generation. AAAI Jiajun Cao, Qinggang Zhang, Yunbo Tang, Zhishang Xiang, Chang Yang, Jinsong Su
2026	J	`jnl`	BAPO: Boundary-Aware Policy Optimization for Reliable Agentic Search. CoRR Shiyu Liu, Yongjing Yin, Jianhao Yan, Yunbo Tang, Qinggang Zhang, Bei Li, Xin Chen, Jingang Wang, Xunliang Cai, Jinsong Su
2026	J	`jnl`	ErrorLLM: Modeling SQL Errors for Text-to-SQL Refinement. CoRR Zijin Hong, Hao Chen, Zheng Yuan, Qinggang Zhang, Luyao Zhuang, Qing Li, Feiran Huang, Yangqiu Song, Xiao Huang
2026	A*	`conf`	Facilitating Generative Retrieval with Logical Denoising for Interpretable Conversational Search. WWW Qichuan Liu, Chentao Zhang, Yuxuan Hu, Chenfeng Zheng, Qinggang Zhang, Zhihong Zhang
2026	J	`jnl`	Graph-based Agent Memory: Taxonomy, Techniques, and Applications. CoRR Chang Yang, Chuang Zhou, Yilin Xiao, Su Dong, Luyao Zhuang, Yujing Zhang, Zhu Wang, Zijin Hong, Zheng Yuan, Zhishang Xiang, Shengyuan Chen, Huachi Zhou, Qinggang Zhang, Ninghao Liu, Jinsong Su, Xinrun Wang, Yi Chang, Xiao Huang
2026	A*	`conf`	LLM Collaborative Filtering: User-Item Graph as New Language. AAAI Huachi Zhou, Yujing Zhang, Hao Chen, Qinggang Zhang, Qijie Shen, Feiran Huang, Xiao Huang
2026	J	`jnl`	LLM-Based World Models Can Make Decisions Solely, But Rigorous Evaluations are Needed. Trans. Mach. Learn. Res. Chang Yang, Xinrun Wang, Junzhe Jiang, Qinggang Zhang, Xiao Huang
2026	A*	`conf`	LoSemB: Logic-Guided Semantic Bridging for Inductive Tool Retrieval. WWW Luyao Zhuang, Qinggang Zhang, Huachi Zhou, Yujing Zhang, Xiao Huang
2026	J	`jnl`	Nondeterministic Polynomial-time Problem Challenge: An Ever-Scaling Reasoning Benchmark for LLMs. Trans. Mach. Learn. Res. 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
2026	J	`jnl`	Reliable Reasoning Path: Distilling Effective Guidance for LLM Reasoning With Knowledge Graphs. IEEE Trans. Knowl. Data Eng. Yilin Xiao, Chuang Zhou, Qinggang Zhang, Bo Li, Qing Li, Xiao Huang
2026	J	`jnl`	Self-Monitoring Large Language Models for Click-Through Rate Prediction. ACM Trans. Inf. Syst. Huachi Zhou, Kaijing Yu, Qinggang Zhang, Hao Chen, Daochen Zha, Wenqi Pei, Anthony Kong, Xiao Huang
2026	J	`jnl`	Use Graph When It Needs: Efficiently and Adaptively Integrating Retrieval-Augmented Generation with Graphs. CoRR Su Dong, Qinggang Zhang, Yilin Xiao, Shengyuan Chen, Chuang Zhou, Xiao Huang
2026	A*	`conf`	You Don't Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures. AAAI Shengyuan Chen, Chuang Zhou, Zheng Yuan, Qinggang Zhang, Zeyang Cui, Hao Chen, Yilin Xiao, Jiannong Cao, Xiao Huang
2025	J	`jnl`	A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models. CoRR Qinggang Zhang, Shengyuan Chen, Yuanchen Bei, Zheng Yuan, Huachi Zhou, Zijin Hong, Junnan Dong, Hao Chen, Yi Chang, Xiao Huang
2025	J	`jnl`	An integrated grade classification model to evaluate raw milk quality. Comput. Electron. Agric. Xin Yang, Yan Wang, Debao Nie, Qinggang Zhang, Wei Zheng, Baisheng Dai, Weizheng Shen
2025	J	`jnl`	Augmenting Intra-Modal Understanding in MLLMs for Robust Multimodal Keyphrase Generation. CoRR Jiajun Cao, Qinggang Zhang, Yunbo Tang, Zhishang Xiang, Chang Yang, Jinsong Su
2025	—	`conf`	Efficient Integration of External Knowledge to LLM-based World Models via Retrieval-Augmented Generation and Reinforcement Learning. EMNLP (Findings) Chang Yang, Xinrun Wang, Qinggang Zhang, Qi Jiang, Xiao Huang
2025	J	`jnl`	Enhancing Large Language Models with Reliable Knowledge Graphs. CoRR Qinggang Zhang
2025	—	`conf`	FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation. ACL (1) Qinggang Zhang, Zhishang Xiang, Yilin Xiao, Le Wang, Junhui Li, Xinrun Wang, Jinsong Su
2025	J	`jnl`	FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation. CoRR Qinggang Zhang, Zhishang Xiang, Yilin Xiao, Le Wang, Junhui Li, Xinrun Wang, Jinsong Su
2025	J	`jnl`	Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation. CoRR Zheng Yuan, Hao Chen, Zijin Hong, Qinggang Zhang, Feiran Huang, Xiao Huang
2025	J	`jnl`	LAG: Logic-Augmented Generation from a Cartesian Perspective. CoRR Yilin Xiao, Chuang Zhou, Qinggang Zhang, Su Dong, Shengyuan Chen, Xiao Huang
2025	J	`jnl`	LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora. CoRR Luyao Zhuang, Shengyuan Chen, Yilin Xiao, Huachi Zhou, Yujing Zhang, Hao Chen, Qinggang Zhang, Xiao Huang
2025	J	`jnl`	LoSemB: Logic-Guided Semantic Bridging for Inductive Tool Retrieval. CoRR Luyao Zhuang, Qinggang Zhang, Huachi Zhou, Juhua Liu, Qing Li, Xiao Huang
2025	J	`jnl`	Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery. CoRR Jiatong Li, Weida Wang, Qinggang Zhang, Junxian Li, Di Zhang, Changmeng Zheng, Shufei Zhang, Xiaoyong Wei, Qing Li
2025	J	`jnl`	Next-Generation Database Interfaces: A Survey of LLM-Based Text-to-SQL. IEEE Trans. Knowl. Data Eng. Zijin Hong, Zheng Yuan, Qinggang Zhang, Hao Chen, Junnan Dong, Feiran Huang, Xiao Huang
2025	J	`jnl`	Nondeterministic Polynomial-time Problem Challenge: An Ever-Scaling Reasoning Benchmark for LLMs. CoRR 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
2025	J	`jnl`	Probing Latent Knowledge Conflict for Faithful Retrieval-Augmented Generation. CoRR Linfeng Gao, Baolong Bi, Zheng Yuan, Le Wang, Zerui Chen, Zhimin Wei, Shenghua Liu, Qinggang Zhang, Jinsong Su
2025	J	`jnl`	Reliable Reasoning Path: Distilling Effective Guidance for LLM Reasoning with Knowledge Graphs. CoRR Yilin Xiao, Chuang Zhou, Qinggang Zhang, Bo Li, Qing Li, Xiao Huang
2025	A*	`conf`	Structure-Guided Large Language Models for Text-to-SQL Generation. ICML Qinggang Zhang, Hao Chen, Junnan Dong, Shengyuan Chen, Feiran Huang, Xiao Huang
2025	J	`jnl`	When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation. CoRR Zhishang Xiang, Chuanjie Wu, Qinggang Zhang, Shengyuan Chen, Zijin Hong, Xiao Huang, Jinsong Su
2025	J	`jnl`	You Don't Need Pre-built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures. CoRR Shengyuan Chen, Chuang Zhou, Zheng Yuan, Qinggang Zhang, Zeyang Cui, Hao Chen, Yilin Xiao, Jiannong Cao, Xiao Huang
2024	A*	`conf`	Cost-efficient Knowledge-based Question Answering with Large Language Models. NeurIPS Junnan Dong, Qinggang Zhang, Chuang Zhou, Hao Chen, Daochen Zha, Xiao Huang
2024	J	`jnl`	Cost-efficient Knowledge-based Question Answering with Large Language Models. CoRR Junnan Dong, Qinggang Zhang, Chuang Zhou, Hao Chen, Daochen Zha, Xiao Huang
2024	A*	`conf`	Entity Alignment with Noisy Annotations from Large Language Models. NeurIPS Shengyuan Chen, Qinggang Zhang, Junnan Dong, Wen Hua, Qing Li, Xiao Huang
2024	J	`jnl`	Entity Alignment with Noisy Annotations from Large Language Models. CoRR Shengyuan Chen, Qinggang Zhang, Junnan Dong, Wen Hua, Qing Li, Xiao Huang
2024	J	`jnl`	Evaluating World Models with LLM for Decision Making. CoRR Chang Yang, Xinrun Wang, Junzhe Jiang, Qinggang Zhang, Xiao Huang
2024	J	`jnl`	Integrating Entity Attributes for Error-Aware Knowledge Graph Embedding. IEEE Trans. Knowl. Data Eng. Qinggang Zhang, Junnan Dong, Qiaoyu Tan, Xiao Huang
2024	A*	`conf`	KnowGPT: Knowledge Graph based Prompting for Large Language Models. NeurIPS Qinggang Zhang, Junnan Dong, Hao Chen, Daochen Zha, Zailiang Yu, Xiao Huang
2024	—	`conf`	Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM. ACL (Findings) Zijin Hong, Zheng Yuan, Hao Chen, Qinggang Zhang, Feiran Huang, Xiao Huang
2024	J	`jnl`	Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM. CoRR Zijin Hong, Zheng Yuan, Hao Chen, Qinggang Zhang, Feiran Huang, Xiao Huang
2024	A*	`conf`	Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion. KDD Qinggang Zhang, Keyu Duan, Junnan Dong, Pai Zheng, Xiao Huang
2024	J	`jnl`	Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion. CoRR Qinggang Zhang, Keyu Duan, Junnan Dong, Pai Zheng, Xiao Huang
2024	—	`conf`	Modality-Aware Integration with Large Language Models for Knowledge-Based Visual Question Answering. ACL (1) Junnan Dong, Qinggang Zhang, Huachi Zhou, Daochen Zha, Pai Zheng, Xiao Huang
2024	J	`jnl`	Modality-Aware Integration with Large Language Models for Knowledge-based Visual Question Answering. CoRR Junnan Dong, Qinggang Zhang, Huachi Zhou, Daochen Zha, Pai Zheng, Xiao Huang
2024	J	`jnl`	Neuro-Symbolic Entity Alignment via Variational Inference. CoRR Shengyuan Chen, Qinggang Zhang, Junnan Dong, Wen Hua, Jiannong Cao, Xiao Huang
2024	J	`jnl`	Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL. CoRR Zijin Hong, Zheng Yuan, Qinggang Zhang, Hao Chen, Junnan Dong, Feiran Huang, Xiao Huang
2024	J	`jnl`	Structure Guided Large Language Model for SQL Generation. CoRR Qinggang Zhang, Junnan Dong, Hao Chen, Wentao Li, Feiran Huang, Xiao Huang
2023	A	`conf`	Active Ensemble Learning for Knowledge Graph Error Detection. WSDM Junnan Dong, Qinggang Zhang, Xiao Huang, Qiaoyu Tan, Daochen Zha, Zihao Zhao
2023	J	`jnl`	Diagnosis of dairy cow diseases by knowledge-driven deep learning based on the text reports of illness state. Comput. Electron. Agric. Haodong Wang, Weizheng Shen, Yi Zhang, Meng Gao, Qinggang Zhang, Xiaohui A, Haitao Du, Bailong Qiu
2023	—	`conf`	Error Detection on Knowledge Graphs with Triple Embedding. EUSIPCO Yezi Liu, Qinggang Zhang, Mengnan Du, Xiao Huang, Xia Hu
2023	A*	`conf`	Hierarchy-Aware Multi-Hop Question Answering over Knowledge Graphs. WWW Junnan Dong, Qinggang Zhang, Xiao Huang, Keyu Duan, Qiaoyu Tan, Zhimeng Jiang
2023	J	`jnl`	KnowGPT: Black-Box Knowledge Injection for Large Language Models. CoRR Qinggang Zhang, Junnan Dong, Hao Chen, Xiao Huang, Daochen Zha, Zailiang Yu
2022	—	`conf`	Constructing Low-Redundant and High-Accuracy Knowledge Graphs for Education. ICWL Wentao Li, Huachi Zhou, Junnan Dong, Qinggang Zhang, Qing Li, George Baciu, Jiannong Cao, Xiao Huang
2022	A	`conf`	Contrastive Knowledge Graph Error Detection. CIKM Qinggang Zhang, Junnan Dong, Keyu Duan, Xiao Huang, Yezi Liu, Linchuan Xu
2022	J	`jnl`	Contrastive Knowledge Graph Error Detection. CoRR Qinggang Zhang, Junnan Dong, Keyu Duan, Xiao Huang, Yezi Liu, Linchuan Xu
2022	—	`conf`	Design of Intelligent Temperature Monitoring System Using ZigBee Network and TMP102 Sensor Technology. CIPAE Hongkui Zhang, Qinggang Zhang, Yongli Li, Yongping Yang
2022	—	`conf`	KCUBE: A Knowledge Graph University Curriculum Framework for Student Advising and Career Planning. ICBL 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
2021	J	`jnl`	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. J. Chem. Inf. Model. Jianzhong Chen, Shaolong Zhang, Wei Wang, Laixue Pang, Qinggang Zhang, Xinguo Liu
2015	J	`jnl`	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. J. Chem. Inf. Model. Jianzhong Chen, Xingyu Wang, Tong Zhu, Qinggang Zhang, John Z. H. Zhang
2010	J	`jnl`	A computational analysis of the binding model of MDM2 with inhibitors. J. Comput. Aided Mol. Des. Guodong Hu, Dunyou Wang, Xinguo Liu, Qinggang Zhang