Qi Song

According to our database, Qi Song authored at least 38 papers between 2016 and 2026.

Collaborative distances:

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

2026

SentGraph: Hierarchical Sentence Graph for Multi-hop Retrieval-Augmented Question Answering.

Junli Liang, Pengfei Zhou, Wangqiu Zhou, Wenjie Qing, Qi Zhao, Ziwen Wang, Qi Song, Xiang-Yang Li

CoRR, January, 2026

TIGER: Text-Informed Generalized Enzyme-Reaction Retrieval.

Yuhang Zhang, Keyan Ding, Peilin Chen, Han Liu, Can Lin, Ruixi Chen, Shiqi Wang, Qi Song

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

GraphIF: Enhancing Multi-Turn Instruction Following for Large Language Models with Relation Graph Prompt.

Zhenhe Li, Can Lin, Ling Zheng, Wen-Da Wei, Junli Liang, Qi Song

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

MPSol: A Multimodal Prompt Learning Framework for Protein Solubility Prediction.

Yuhang Zhang, Peilin Chen, Keyan Ding, Han Liu, Shiqi Wang, Qi Song

IEEE J. Biomed. Health Informatics, December, 2025

Efficient and Tractable Conflict Detection in Knowledge Graphs via Path Analysis.

Yihan Wang, Qi Song, Ling Zheng, Xiang-Yang Li

IEEE Trans. Big Data, December, 2025

Knowledge-enhanced medical image classification via descriptive priors from large language models.

Yuhang Zhang, Yiming Xu, Peilin Chen, Shiqi Wang, Qi Song, Lei Yu, Wei Cai

Health Inf. Sci. Syst., December, 2025

In-Band Parallel Feedback Communication for Magnetic MIMO Wireless Power Transfer System.

Xinyu Wang, Shenyao Jiang, Wangqiu Zhou, Hao Zhou, Zhi Liu, Qi Song, Yusheng Ji

IEEE Wirel. Commun., October, 2025

Relip: Reliable In-Band Parallel Communication for Magnetic MIMO Wireless Power Transfer System.

Xinyu Wang, Wangqiu Zhou, Hao Zhou, Shenyao Jiang, Zhi Liu, Xiaoyan Wang, Yusheng Ji, Qi Song

IEEE Trans. Mob. Comput., September, 2025

HE-GAD: a behavior-enhanced contrastive learning framework for graph anomaly detection.

Ling Zheng, Qi Song, Yihan Wang, Zhitao Wang, Xiangyang Li

Mach. Learn., August, 2025

Performance evaluations of large language models for customer service.

Fei Li, Yanyan Wang, Yin Xu, Shiling Wang, Junli Liang, Zhengyi Chen, Wenrui Liu, Qiangzhong Feng, Ticheng Duan, Youzhi Huang, Qi Song, Xiangyang Li

Int. J. Mach. Learn. Cybern., June, 2025

TeleEval-OS: Performance evaluations of large language models for operations scheduling.

Yanyan Wang, Yingying Wang, Junli Liang, Yin Xu, Yunlong Liu, Yiming Xu, Zhengwang Jiang, Zhehe Li, Fei Li, Long Zhao, Kuang Xu, Qi Song, Xiangyang Li

CoRR, June, 2025

CrossLinear: Plug-and-Play Cross-Correlation Embedding for Time Series Forecasting with Exogenous Variables.

Pengfei Zhou, Yunlong Liu, Junli Liang, Qi Song, Xiangyang Li

CoRR, May, 2025

KnowPath: Knowledge-enhanced Reasoning via LLM-generated Inference Paths over Knowledge Graphs.

Qi Zhao, Hongyu Yang, Qi Song, Xin-Wei Yao, Xiangyang Li

CoRR, February, 2025

Improving Pre-trained Language Models with Knowledge Enhancement and Filtering Framework.

Qi Zhao, Qi Song, Tian Xie, Haiyue Zhang, Hongyu Yang, Xiangyang Li

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

CrossLinear: Plug-and-Play Cross-Correlation Embedding for Time Series Forecasting with Exogenous Variables.

Pengfei Zhou, Yunlong Liu, Junli Liang, Qi Song, Xiangyang Li

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

RJE: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with LLMs.

Can Lin, Zhengwang Jiang, Ling Zheng, Qi Zhao, Yuhang Zhang, Qi Song, Wangqiu Zhou

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

LGC-CR: Few-shot Knowledge Graph Completion via Local Global Contrastive Learning and LLM-Guided Refinement.

Yiming Xu, Qi Song, Yihan Wang, Wangqiu Zhou, Junli Liang

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

GTDIM: Grid-based Two-stage Dynamic Incentive Mechanism for Mobile Crowd Sensing.

Xin-Wei Yao, Weiwei Xing, Kechen Zheng, Chu-Feng Qi, Xiang-Yang Li, Qi Song

Pervasive Mob. Comput., 2024

LAORA: Location-Aware Orientation Adjustment for MIMO Magnetic Wireless Charging System.

Lingchang Kong, Xinyu Wang, Hao Zhou, Fengyu Zhou, Shenyao Jiang, Peide Zhu, Qi Song, Zhi Liu

Proceedings of the 21st Annual IEEE International Conference on Sensing, 2024

Query Exploration Based on Knowledge Reasoning.

Tian Xie, Qi Song, Qi Zhao, Hao Jiang, Yijie Li, Tongjing Zhu

Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024

2023

CoTel: Ontology-Neural Co-Enhanced Text Labeling.

Miao-Hui Song, Lan Zhang, Mu Yuan, Zichong Li, Qi Song, Yijun Liu, Guidong Zheng

Proceedings of the ACM Web Conference 2023, 2023

Fair Group Summarization with Graph Patterns.

Hanchao Ma, Sheng Guan, Mengying Wang, Qi Song, Yinghui Wu

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Efficient Deep Ensemble Inference via Query Difficulty-dependent Task Scheduling.

Zichong Li, Lan Zhang, Mu Yuan, Miaohui Song, Qi Song

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

HeteroPush: Communication-Efficient Video Analytics by Scheduling Heterogeneous Filters.

Yi-Nan Zhang, Lan Zhang, Mu Yuan, Qi Song

Proceedings of the 9th International Conference on Big Data Computing and Communications, 2023

2022

Answering Why-Questions for Subgraph Queries.

Qi Song, Mohammad Hossein Namaki, Peng Lin, Yinghui Wu

IEEE Trans. Knowl. Data Eng., 2022

2021

GRIP: Constraint-based Explanation of Missing Answers for Graph Queries.

Qi Song, Hanchao Ma, Peng Lin, Yinghui Wu

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Explaining Missing Data in Graphs: A Constraint-based Approach.

Qi Song, Peng Lin, Hanchao Ma, Yinghui Wu

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Repairing Entities using Star Constraints in Multirelational Graphs.

Peng Lin, Qi Song, Yinghui Wu, Jiaxing Pi

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

Discovering Patterns for Fact Checking in Knowledge Graphs.

Peng Lin, Qi Song, Yinghui Wu, Jiaxing Pi

ACM J. Data Inf. Qual., 2019

Answering Why-questions by Exemplars in Attributed Graphs.

Mohammad Hossein Namaki, Qi Song, Yinghui Wu, Shengqi Yang

Proceedings of the 2019 International Conference on Management of Data, 2019

NAVIGATE: Explainable Visual Graph Exploration by Examples.

Mohammad Hossein Namaki, Qi Song, Yinghui Wu

Proceedings of the 2019 International Conference on Management of Data, 2019

Answering Why-Questions for Subgraph Queries in Multi-attributed Graphs.

Qi Song, Mohammad Hossein Namaki, Yinghui Wu

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

Mining Summaries for Knowledge Graph Search.

Qi Song, Yinghui Wu, Peng Lin, Xin Dong, Hui Sun

IEEE Trans. Knowl. Data Eng., 2018

Fact Checking in Knowledge Graphs with Ontological Subgraph Patterns.

Peng Lin, Qi Song, Yinghui Wu

Data Sci. Eng., 2018

Discovering Graph Patterns for Fact Checking in Knowledge Graphs.

Peng Lin, Qi Song, Jialiang Shen, Yinghui Wu

Proceedings of the Database Systems for Advanced Applications, 2018

TGNet: Learning to Rank Nodes in Temporal Graphs.

Qi Song, Bo Zong, Yinghui Wu, Lu-An Tang, Hui Zhang, Guofei Jiang, Haifeng Chen

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Discovering Graph Temporal Association Rules.

Mohammad Hossein Namaki, Yinghui Wu, Qi Song, Peng Lin, Tingjian Ge

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Mining Summaries for Knowledge Graph Search.

Qi Song, Yinghui Wu, Xin Luna Dong

Proceedings of the IEEE 16th International Conference on Data Mining, 2016