Mengjia Wu

According to our database, Mengjia Wu authored at least 40 papers between 2020 and 2026.

Collaborative distances:

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

2026

Forget Less, Generalize More: Unifying Temporal and Structural Adaptation for Dynamic Graphs.

Qian Chang, Ciprian Doru Giurcaneanu, Runsong Jia, Xia Li, Guoping Hu, Xiufeng Cheng, Jinqing Yang, Mengjia Wu, Yi Zhang

CoRR, May, 2026

AI-enhanced multi-dimensional measurement of technological convergence through heterogeneous graph and semantic learning.

Siming Deng, Runsong Jia, Chunjuan Luan, Mengjia Wu, Yi Zhang

Scientometrics, April, 2026

Large language models for post-publication research evaluation: Evidence from expert recommendations and citation indicators.

Mengjia Wu, Yi Zhang, Robin Haunschild, Lutz Bornmann

CoRR, April, 2026

From Query to Counsel: Structured Reasoning with a Multi-Agent Framework and Dataset for Legal Consultation.

Mingfei Lu, Yi Zhang, Mengjia Wu, Yue Feng

CoRR, April, 2026

Choosing How to Remember: Adaptive Memory Structures for LLM Agents.

Mingfei Lu, Mengjia Wu, Feng Liu, Jiawei Xu, Weikai Li, Haoyang Wang, Zhengdong Hu, Ying Ding, Yizhou Sun, Jie Lu, Yi Zhang

CoRR, February, 2026

A heterogeneous graph neural network for candidate gene prediction in endometriosis.

Zelia Soo, Hua Lin, Mengjia Wu, Kairui Guo, Mark Grosser, Yi Zhang, Jie Lu

J. Biomed. Informatics, 2026

Explainable prediction of knowledge recombination: A synergized method with heterogeneous hypergraph learning and large language models.

Junyi Chen, Mengjia Wu, Qian Liu, Yi Zhang

Inf. Process. Manag., 2026

From Newborn to Impact: Bias-Aware Citation Prediction.

Mingfei Lu, Mengjia Wu, Jiawei Xu, Weikai Li, Feng Liu, Ying Ding, Yizhou Sun, Jie Lu, Yi Zhang

Proceedings of the ACM Web Conference 2026, 2026

Agent-Enhanced Heterogeneous Graph RAG for Academic Question Answering.

Runsong Jia, Mengjia Wu, Ying Ding, Jie Lu, Yi Zhang

Proceedings of the ACM Web Conference 2026, 2026

2025

Scaling research aim identification: Language models for classifying scientific and societal-oriented studies.

Mengjia Wu, Gunnar Sivertsen, Lin Zhang, Fan Qi, Yi Zhang

J. Assoc. Inf. Sci. Technol., November, 2025

Responsible AI: Portraits With Intelligent Bibliometrics.

Yi Zhang, Mengjia Wu, Guangquan Zhang, Jie Lu

IEEE Trans. Artif. Intell., August, 2025

MetaGeno: a chromosome-wise multi-task genomic framework for ischaemic stroke risk prediction.

Yue Yang, Kairui Guo, Yonggang Zhang, Zhen Fang, Hua Lin, Mark Grosser, Deon Venter, Weihai Lu, Mengjia Wu, Dennis Cordato, Guangquan Zhang, Jie Lu

Briefings Bioinform., July, 2025

MMST-LSTM: Leveraging Radar Echo Prediction for Emerging Consumer Applications in Edge Computing.

Mengjia Wu, Bo Xiao, Zhiyun Yang, Jiawei Sun, Qi Liu, Yonghong Zhang, Xiaodong Liu

IEEE Trans. Consumer Electron., May, 2025

HetGCoT-Rec: Heterogeneous Graph-Enhanced Chain-of-Thought LLM Reasoning for Journal Recommendation.

Runsong Jia, Mengjia Wu, Ying Ding, Jie Lu, Yi Zhang

CoRR, January, 2025

An extensive multi-variant deep neural network approach to enhance genomic prediction of endometriosis.

Zelia Soo, Hua Lin, Yue Yang, Mark Grosser, Mengjia Wu, Yi Zhang, Jie Lu

Neurocomputing, 2025

HetGCoT: Heterogeneous Graph-Enhanced Chain-of-Thought LLM Reasoning for Academic Question Answering.

Runsong Jia, Mengjia Wu, Ying Ding, Jie Lu, Yi Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Equal Truth: Rumor Detection with Invariant Group Fairness.

Junyi Chen, Mengjia Wu, Qian Liu, Jing Sun, Ying Ding, Yi Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Synthesising Organisational AI Adoption: Topic Modelling and Thematic Coding through an Engineer Lens.

Zixiang Ao, Mengjia Wu, Yi Zhang

Proceedings of the Australasian Conference on Information Systems, 2025

2024

COVID-19 knowledge deconstruction and retrieval: an intelligent bibliometric solution.

Mengjia Wu, Yi Zhang, Mark Markley, Caitlin Cassidy, Nils C. Newman, Alan L. Porter

Scientometrics, November, 2024

Explicating AI Literacy of Employees at Digital Workplaces.

Dilek Cetindamar, Kirsty Kitto, Mengjia Wu, Yi Zhang, Babak Abedin, Simon Knight

IEEE Trans. Engineering Management, 2024

Two Birds with One Stone: Improving Rumor Detection by Addressing the Unfairness Issue.

Junyi Chen, Mengjia Wu, Qian Liu, Ying Ding, Yi Zhang

CoRR, 2024

A Deep Transfer Learning Approach for Predicting Diabetes Complications Using Genomic Data.

Zelia Soo, Kairui Guo, Mengjia Wu, Coco Huang, Hua Lin, Mark Grosser, Yi Zhang, Jie Lu

Proceedings of the Health Information Science - 13th International Conference, 2024

Biomedical Association Inference on Pandemic Kowledge Graphs: A Comparative Study.

Mengjia Wu, Chao Yu, Jian Xu, Ying Ding, Yi Zhang

Proceedings of Joint Workshop of the 5th Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE2024) and the 4th AI + Informetrics (AII2024) co-located with the ( iConference2024), 2024

2023

Artificial intelligence-driven biomedical genomics.

Kairui Guo, Mengjia Wu, Zelia Soo, Yue Yang, Yi Zhang, Qian Zhang, Hua Lin, Mark Grosser, Deon Venter, Guangquan Zhang, Jie Lu

Knowl. Based Syst., November, 2023

Stepping beyond your comfort zone: Diffusion-based network analytics for knowledge trajectory recommendation.

Yi Zhang, Mengjia Wu, Guangquan Zhang, Jie Lu

J. Assoc. Inf. Sci. Technol., July, 2023

BiblioEngine: An AI-Empowered Platform for Disease Genetic Knowledge Mining.

Mengjia Wu, Yi Zhang, Hua Lin, Mark Grosser, Guangquan Zhang, Jie Lu

Proceedings of the Health Information Science - 12th International Conference, 2023

2022

Stepping beyond your comfort zone: Diffusion-based network analytics for knowledge trajectory recommendation.

Yi Zhang, Mengjia Wu, Jie Lu

CoRR, 2022

Covid-19 Knowledge Deconstruction and Retrieval: Solutions of Intelligent Bibliometrics.

Mengjia Wu, Yi Zhang, Mark Markley, Caitlin Cassidy, Nils C. Newman, Alan L. Porter

Proceedings of the 3rd Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents, 2022

2021

Topic evolution, disruption and resilience in early COVID-19 research.

Yi Zhang, Xiaojing Cai, Caroline V. Fry, Mengjia Wu, Caroline S. Wagner

Scientometrics, 2021

Profiling and predicting the problem-solving patterns in China's research systems: A methodology of intelligent bibliometrics and empirical insights.

Yi Zhang, Mengjia Wu, Zhengyin Hu, Robert Ward, Xue Zhang, Alan L. Porter

Quant. Sci. Stud., 2021

Ethics and privacy of artificial intelligence: Understandings from bibliometrics.

Yi Zhang, Mengjia Wu, George Yijun Tian, Guangquan Zhang, Jie Lu

Knowl. Based Syst., 2021

Bi-layer network analytics: A methodology for characterizing emerging general-purpose technologies.

Yi Zhang, Mengjia Wu, Wen Miao, Lu Huang, Jie Lu

J. Informetrics, 2021

Profiling COVID-19 Genetic Research: A Data-Driven Study Utilizing Intelligent Bibliometrics.

Mengjia Wu, Yi Zhang, Mark Grosser, Steven Tipper, Deon Venter, Hua Lin, Jie Lu

Frontiers Res. Metrics Anal., 2021

Exploring Topics in Bibliometric Research Through Citation Networks and Semantic Analysis.

Cristian Mejia, Mengjia Wu, Yi Zhang, Yuya Kajikawa

Frontiers Res. Metrics Anal., 2021

Unraveling the capabilities that enable digital transformation: A data-driven methodology and the case of artificial intelligence.

Mengjia Wu, Dilek Cetindamar Kozanoglu, Chao Min, Yi Zhang

Adv. Eng. Informatics, 2021

2020

How to investigate the historical roots and evolution of research fields in China? A case study on iMetrics using RootCite.

Xin Li, Qiang Yao, Xuli Tang, Qian Li, Mengjia Wu

Scientometrics, 2020

Framework of Computational Intelligence-Enhanced Knowledge Base Construction: Methodology and A Case of Gene-Related Cardiovascular Disease.

Yi Zhang, Mengjia Wu, Hua Lin, Steven Tipper, Mark Grosser, Guangquan Zhang, Jie Lu

Int. J. Comput. Intell. Syst., 2020

Tracking and Mining the COVID-19 Research Literature.

Alan L. Porter, Yi Zhang, Ying Huang, Mengjia Wu

Frontiers Res. Metrics Anal., 2020

Fast Rational Lanczos Method for the Toeplitz Symmetric Positive Semidefinite Matrix Functions.

Lei Chen, Lu Zhang, Mengjia Wu, Jianqiang Zhao

Proceedings of the Simulation Tools and Techniques - 12th EAI International Conference, 2020

Intelligent Bibliometrics for Discovering the Associations between Genes and Diseases: Methodology and Case study.

Mengjia Wu, Yi Zhang

Proceedings of the 1st Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents co-located with the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020