Yi Zhang

96 papers A* 4C 3Misc 1Journal 69Unranked 13
YearRankTypeTitle / Venue / Authors
2026 A* conf
Agent-Enhanced Heterogeneous Graph RAG for Academic Question Answering.
WWW
Runsong Jia, Mengjia Wu, Ying Ding, Jie Lu, Yi Zhang
2026 J jnl
Choosing How to Remember: Adaptive Memory Structures for LLM Agents.
CoRR
Mingfei Lu, Mengjia Wu, Feng Liu, Jiawei Xu, Weikai Li, Haoyang Wang, Zhengdong Hu, Ying Ding, Yizhou Sun, Jie Lu, Yi Zhang
2026 J jnl
Explainable prediction of knowledge recombination: A synergized method with heterogeneous hypergraph learning and large language models.
Inf. Process. Manag.
Junyi Chen, Mengjia Wu, Qian Liu, Yi Zhang
2026 A* conf
From Newborn to Impact: Bias-Aware Citation Prediction.
WWW
Mingfei Lu, Mengjia Wu, Jiawei Xu, Weikai Li, Feng Liu, Ying Ding, Yizhou Sun, Jie Lu, Yi Zhang
2026 A* conf
TrueLens: Video Fake News Detection with Dual Level Evidence Gathering and Consolidation.
WWW
Junyi Chen, Qian Liu, Jing Sun, Yi Zhang
2025 J jnl
AI-Enhanced Multi-Dimensional Measurement of Technological Convergence through Heterogeneous Graph and Semantic Learning.
CoRR
Siming Deng, Runsong Jia, Chunjuan Luan, Mengjia Wu, Yi Zhang
2025 J jnl
An extensive multi-variant deep neural network approach to enhance genomic prediction of endometriosis.
Neurocomputing
Zelia Soo, Hua Lin, Yue Yang, Mark Grosser, Mengjia Wu, Yi Zhang, Jie Lu
2025 J jnl
Editorial: artificial intelligence for scientometrics (Part I).
Scientometrics
Yi Zhang, Chengzhi Zhang, Kayvan Kousha
2025 — conf
Equal Truth: Rumor Detection with Invariant Group Fairness.
EMNLP (Findings)
Junyi Chen, Mengjia Wu, Qian Liu, Jing Sun, Ying Ding, Yi Zhang
2025 J jnl
From Newborn to Impact: Bias-Aware Citation Prediction.
CoRR
Mingfei Lu, Mengjia Wu, Jiawei Xu, Weikai Li, Feng Liu, Ying Ding, Yizhou Sun, Jie Lu, Yi Zhang
2025 J jnl
Genomics-Enhanced Cancer Risk Prediction for Personalized LLM-Driven Healthcare Recommender Systems.
ACM Trans. Inf. Syst.
Kezhi Lu, Jie Lu, Hanshi Xu, Kairui Guo, Qian Zhang, Hua Lin, Mark Grosser, Yi Zhang, Guangquan Zhang
2025 J jnl
HetGCoT-Rec: Heterogeneous Graph-Enhanced Chain-of-Thought LLM Reasoning for Journal Recommendation.
CoRR
Runsong Jia, Mengjia Wu, Ying Ding, Jie Lu, Yi Zhang
2025 — conf
HetGCoT: Heterogeneous Graph-Enhanced Chain-of-Thought LLM Reasoning for Academic Question Answering.
EMNLP (Findings)
Runsong Jia, Mengjia Wu, Ying Ding, Jie Lu, Yi Zhang
2025 J jnl
Responsible AI: Portraits With Intelligent Bibliometrics.
IEEE Trans. Artif. Intell.
Yi Zhang, Mengjia Wu, Guangquan Zhang, Jie Lu
2025 J jnl
Scaling research aim identification: Language models for classifying scientific and societal-oriented studies.
J. Assoc. Inf. Sci. Technol.
Mengjia Wu, Gunnar Sivertsen, Lin Zhang, Fan Qi, Yi Zhang
2025 — conf
Synthesising Organisational AI Adoption: Topic Modelling and Thematic Coding through an Engineer Lens.
ACIS
Zixiang Ao, Mengjia Wu, Yi Zhang
2024 C conf
A Deep Transfer Learning Approach for Predicting Diabetes Complications Using Genomic Data.
HIS
Zelia Soo, Kairui Guo, Mengjia Wu, Coco Huang, Hua Lin, Mark Grosser, Yi Zhang, Jie Lu
2024 J jnl
An editorial note on extraction and evaluation of knowledge entities from scientific documents.
Scientometrics
Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang
2024 J jnl
An editorial of "AI + informetrics": Robust models for large-scale analytics.
Inf. Process. Manag.
Yi Zhang, Chengzhi Zhang, Philipp Mayr, Arho Suominen, Ying Ding
2024 J jnl
An overview of Frontiers in Research Metrics and Analytics.
Frontiers Res. Metrics Anal.
Chaomei Chen, Zaida Chinchilla-Rodríguez, Yi Zhang, Ben Daniel, Yuya Kajikawa, Dietmar Wolfram
2024 — conf
Biomedical Association Inference on Pandemic Kowledge Graphs: A Comparative Study.
EEKE/AII@iConference
Mengjia Wu, Chao Yu, Jian Xu, Ying Ding, Yi Zhang
2024 J jnl
COVID-19 knowledge deconstruction and retrieval: an intelligent bibliometric solution.
Scientometrics
Mengjia Wu, Yi Zhang, Mark Markley, Caitlin Cassidy, Nils C. Newman, Alan L. Porter
2024 J jnl
Compete or not? Evidence from global biopharmaceutical innovation and market.
Int. J. Technol. Manag.
Lili Zhang, Ying Guo, Yi Zhang, Jun Su
2024 J jnl
Explicating AI Literacy of Employees at Digital Workplaces.
IEEE Trans. Engineering Management
Dilek Cetindamar, Kirsty Kitto, Mengjia Wu, Yi Zhang, Babak Abedin, Simon Knight
2024 — ed.
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), Changchun, China and Online, April 23-24, 2024.
EEKE/AII@iConference
Chengzhi Zhang, Yi Zhang, Philipp Mayr, Wei Lu, Arho Suominen, Haihua Chen, Ying Ding
2024 J jnl
Responsible AI: Portraits with Intelligent Bibliometrics.
CoRR
Yi Zhang, Mengjia Wu, Guangquan Zhang, Jie Lu
2024 J jnl
Tech mining: a revisit and navigation.
Frontiers Res. Metrics Anal.
Alan L. Porter, Yi Zhang, Nils C. Newman
2024 J jnl
The impact of heterogeneous shared leadership in scientific teams.
Inf. Process. Manag.
Huimin Xu, Meijun Liu, Yi Bu, Shujing Sun, Yi Zhang, Chenwei Zhang, Daniel E. Acuna, Steven Gray, Eric T. Meyer, Ying Ding
2024 J jnl
Two Birds with One Stone: Improving Rumor Detection by Addressing the Unfairness Issue.
CoRR
Junyi Chen, Mengjia Wu, Qian Liu, Ying Ding, Yi Zhang
2024 J jnl
Unraveling Scientific Evolutionary Paths: An Embedding-Based Topic Analysis.
IEEE Trans. Engineering Management
Qianqian Jin, Hongshu Chen, Yi Zhang, Xuefeng Wang, Donghua Zhu
2023 J jnl
Artificial intelligence-driven biomedical genomics.
Knowl. Based Syst.
Kairui Guo, Mengjia Wu, Zelia Soo, Yue Yang, Yi Zhang, Qian Zhang, Hua Lin, Mark Grosser, Deon Venter, Guangquan Zhang, Jie Lu
2023 C conf
BiblioEngine: An AI-Empowered Platform for Disease Genetic Knowledge Mining.
HIS
Mengjia Wu, Yi Zhang, Hua Lin, Mark Grosser, Guangquan Zhang, Jie Lu
2023 Misc conf
Deep Neural Network-Empowered Polygenic Disease Prediction on Cardiovascular Diseases.
ISKE
Zelia Soo, Hua Lin, Yue Yang, Mark Grosser, Yi Zhang, Jie Lu
2023 J jnl
Guest editorial: Extraction and evaluation of knowledge entities in the age of artificial intelligence.
Aslib J. Inf. Manag.
Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang
2023 — conf
JCDL2023 Workshop: Joint Workshop of the 4th Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE2023) and the 3rd AI + Informetrics (AII2023).
JCDL
Chengzhi Zhang, Yi Zhang, Philipp Mayr, Wei Lu, Arho Suominen, Haihua Chen, Ying Ding
2023 — ed.
Proceedings of Joint Workshop of the 4th Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE2023) and the 3rd AI + Informetrics (AII2023) co-located with the JCDL 2023, Santa Fe, New Mexico, USA and Online, 26 June, 2023.
EEKE/AII@JCDL
Chengzhi Zhang, Yi Zhang, Philipp Mayr, Wei Lu, Arho Suominen, Haihua Chen, Ying Ding
2023 J jnl
Responsible models and indicators: challenges from artificial intelligence.
Frontiers Res. Metrics Anal.
Yi Zhang
2023 J jnl
Stepping beyond your comfort zone: Diffusion-based network analytics for knowledge trajectory recommendation.
J. Assoc. Inf. Sci. Technol.
Yi Zhang, Mengjia Wu, Guangquan Zhang, Jie Lu
2023 J jnl
The Impact of Heterogeneous Shared Leadership in Scientific Teams.
CoRR
Huimin Xu, Meijun Liu, Yi Bu, Shujing Sun, Yi Zhang, Chenwei Zhang, Daniel E. Acuna, Steven Gray, Eric T. Meyer, Ying Ding
2022 J jnl
"Big data" driven tech mining and ST&I management: an introduction.
Scientometrics
Ying Huang, Xuefeng Wang, Yi Zhang, Denise Chiavetta, Alan L. Porter
2022 — ed.
3rd Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents, EEKE@JCDL 2022, Germany and Online, 23-24 June, 2022.
EEKE@JCDL
Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang
2022 J jnl
An editorial of "AI + informetrics": multi-disciplinary interactions in the era of big data.
Scientometrics
Yi Zhang, Chengzhi Zhang, Philipp Mayr, Arho Suominen
2022 — conf
Covid-19 Knowledge Deconstruction and Retrieval: Solutions of Intelligent Bibliometrics.
EEKE@JCDL
Mengjia Wu, Yi Zhang, Mark Markley, Caitlin Cassidy, Nils C. Newman, Alan L. Porter
2022 C conf
Face Detection Algorithm in Classroom Scene Based on Deep Learning.
CGI
Yi Zhang, Chongwen Wang
2022 J jnl
Identification of topic evolution: network analytics with piecewise linear representation and word embedding.
Scientometrics
Lu Huang, Xiang Chen, Yi Zhang, Changtian Wang, Xiaoli Cao, Jiarun Liu
2022 A* conf
International Workshop on Data-driven Science of Science.
KDD
Yi Bu, Meijun Liu, Yujia Zhai, Ying Ding, Feng Xia, Daniel E. Acuña, Yi Zhang
2022 — conf
JCDL2022 workshop: extraction and evaluation of knowledge entities from scientific documents (EEKE2022).
JCDL
Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang
2022 J jnl
One-Year In: COVID-19 Research at the International Level in CORD-19 Data.
CoRR
Caroline S. Wagner, Xiaojing Cai, Yi Zhang, Caroline V. Fry
2022 J jnl
Stepping beyond your comfort zone: Diffusion-based network analytics for knowledge trajectory recommendation.
CoRR
Yi Zhang, Mengjia Wu, Jie Lu
2022 J jnl
Team power dynamics and team impact: New perspectives on scientific collaboration using career age as a proxy for team power.
J. Assoc. Inf. Sci. Technol.
Huimin Xu, Yi Bu, Meijun Liu, Chenwei Zhang, Mengyi Sun, Yi Zhang, Eric T. Meyer, Eduardo Salas, Ying Ding
2021 J jnl
Bi-layer network analytics: A methodology for characterizing emerging general-purpose technologies.
J. Informetrics
Yi Zhang, Mengjia Wu, Wen Miao, Lu Huang, Jie Lu
2021 J jnl
Dynamic network analytics for recommending scientific collaborators.
Scientometrics
Lu Huang, Xiang Chen, Yi Zhang, Yihe Zhu, Suyi Li, Xingxing Ni
2021 J jnl
Editorial: Advanced Analytics and Decision Making for Research Policy and Strategic Management.
Frontiers Res. Metrics Anal.
Yi Zhang, Yuya Kajikawa
2021 J jnl
Ethics and privacy of artificial intelligence: Understandings from bibliometrics.
Knowl. Based Syst.
Yi Zhang, Mengjia Wu, George Yijun Tian, Guangquan Zhang, Jie Lu
2021 J jnl
Exploring Technology Evolution Pathways to Facilitate Technology Management: From a Technology Life Cycle Perspective.
IEEE Trans. Engineering Management
Ying Huang, Fujin Zhu, Alan L. Porter, Yi Zhang, Donghua Zhu, Ying Guo
2021 J jnl
Exploring Topics in Bibliometric Research Through Citation Networks and Semantic Analysis.
Frontiers Res. Metrics Anal.
Cristian Mejia, Mengjia Wu, Yi Zhang, Yuya Kajikawa
2021 J jnl
Extraction and Evaluation of Knowledge Entities from Scientific Documents.
J. Data Inf. Sci.
Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang
2021 J jnl
Guest Editorial: Tech Mining for Engineering Management: An Introduction.
IEEE Trans. Engineering Management
Yi Zhang, Ying Huang, Denise Chiavetta, Alan L. Porter
2021 J jnl
Identifying citation patterns of scientific breakthroughs: A perspective of dynamic citation process.
Inf. Process. Manag.
Chao Min, Yi Bu, Ding Wu, Ying Ding, Yi Zhang
2021 J jnl
Knowledge Entity Extraction and Text Mining in the Era of Big Data.
Data Inf. Manag.
Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang
2021 J jnl
Overlapping Community Discovery for Identifying Key Research Themes.
IEEE Trans. Engineering Management
Lu Huang, Fangyan Liu, Yi Zhang
2021 J jnl
Parallel or Intersecting Lines? Intelligent Bibliometrics for Investigating the Involvement of Data Science in Policy Analysis.
IEEE Trans. Engineering Management
Yi Zhang, Alan L. Porter, Scott W. Cunningham, Denise Chiavetta, Nils C. Newman
2021 — conf
Preface to the 2nd Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents at JCDL 2021.
EEKE@JCDL
Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang
2021 — ed.
Proceedings of the 1st Workshop on AI + Informetrics (AII2021) co-located with the iConference 2021, Virtual Event, March 17th, 2021.
AII@iConference
Yi Zhang, Chengzhi Zhang, Philipp Mayr, Arho Suominen
2021 — ed.
Proceedings of the 2nd Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE 2021) co-located with JCDL 2021, Virtual Event, September 30th, 2021.
EEKE@JCDL
Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang
2021 J jnl
Profiling COVID-19 Genetic Research: A Data-Driven Study Utilizing Intelligent Bibliometrics.
Frontiers Res. Metrics Anal.
Mengjia Wu, Yi Zhang, Mark Grosser, Steven Tipper, Deon Venter, Hua Lin, Jie Lu
2021 J jnl
Profiling and predicting the problem-solving patterns in China's research systems: A methodology of intelligent bibliometrics and empirical insights.
Quant. Sci. Stud.
Yi Zhang, Mengjia Wu, Zhengyin Hu, Robert Ward, Xue Zhang, Alan L. Porter
2021 J jnl
Team Power and Hierarchy: Understanding Team Success.
CoRR
Huimin Xu, Yi Bu, Meijun Liu, Chenwei Zhang, Mengyi Sun, Yi Zhang, Eric T. Meyer, Eduardo Salas, Ying Ding
2021 J jnl
The Anniversary Tribute of PICMET: 1989-2018.
IEEE Trans. Engineering Management
Dilek Cetindamar, Thorsten Lammers, Dundar F. Kocaoglu, Yi Zhang
2021 J jnl
Topic evolution, disruption and resilience in early COVID-19 research.
Scientometrics
Yi Zhang, Xiaojing Cai, Caroline V. Fry, Mengjia Wu, Caroline S. Wagner
2021 J jnl
Unraveling the capabilities that enable digital transformation: A data-driven methodology and the case of artificial intelligence.
Adv. Eng. Informatics
Mengjia Wu, Dilek Cetindamar Kozanoglu, Chao Min, Yi Zhang
2020 — conf
Extraction and Evaluation of Knowledge Entities from Scientific Documents: EEKE2020.
JCDL
Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang
2020 J jnl
Framework of Computational Intelligence-Enhanced Knowledge Base Construction: Methodology and A Case of Gene-Related Cardiovascular Disease.
Int. J. Comput. Intell. Syst.
Yi Zhang, Mengjia Wu, Hua Lin, Steven Tipper, Mark Grosser, Guangquan Zhang, Jie Lu
2020 — conf
Intelligent Bibliometrics for Discovering the Associations between Genes and Diseases: Methodology and Case study.
EEKE@JCDL
Mengjia Wu, Yi Zhang
2020 — conf
Preface to the 1st Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents at JCDL 2020.
EEKE@JCDL
Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang
2020 — ed.
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, EEKE@JCDL 2020, Virtual Event, China, August 1st, 2020.
EEKE@JCDL
Chengzhi Zhang, Philipp Mayr, Wei Lu, Yi Zhang
2020 J jnl
Tracking and Mining the COVID-19 Research Literature.
Frontiers Res. Metrics Anal.
Alan L. Porter, Yi Zhang, Ying Huang, Mengjia Wu
2019 J jnl
A hybrid approach to detecting technological recombination based on text mining and patent network analysis.
Scientometrics
Xiao Zhou, Lu Huang, Yi Zhang, Miaomiao Yu
2019 — conf
Characterizing the Potential of Being Emerging Generic Technologies: A Bi-Layer Network Analytics-based Prediction Method.
ISSI
Yi Zhang, Yihe Zhu, Lu Huang, Guangquan Zhang, Jie Lu
2018 J jnl
Does deep learning help topic extraction? A kernel k-means clustering method with word embedding.
J. Informetrics
Yi Zhang, Jie Lu, Feng Liu, Qian Liu, Alan L. Porter, Hongshu Chen, Guangquan Zhang
2018 — conf
Predicting the dynamics of scientific activities: A diffusion-based network analytic methodology.
ASIST
Yi Zhang, Ximeng Wang, Guangquan Zhang, Jie Lu
2018 J jnl
Technology-driven mergers and acquisitions of Chinese acquirers: development of a multi-dimensional framework for post-innovation performance.
Int. J. Technol. Manag.
Xiao Zhou, Liliana Mitkova, Yi Zhang, Lu Huang, Scott W. Cunningham, Lining Shang, Huizhu Yu, Kangrui Wang
2017 J jnl
A hybrid method to trace technology evolution pathways: a case study of 3D printing.
Scientometrics
Ying Huang, Donghua Zhu, Yue Qian, Yi Zhang, Alan L. Porter, Yuqin Liu, Ying Guo
2017 J jnl
An entropy-based indicator system for measuring the potential of patents in technological innovation: rejecting moderation.
Scientometrics
Yi Zhang, Yue Qian, Ying Huang, Ying Guo, Guangquan Zhang, Jie Lu
2017 J jnl
Detecting and predicting the topic change of Knowledge-based Systems: A topic-based bibliometric analysis from 1991 to 2016.
Knowl. Based Syst.
Yi Zhang, Hongshu Chen, Jie Lu, Guangquan Zhang
2017 J jnl
Measuring interdisciplinarity of a research system: detecting distinction between publication categories and citation categories.
Scientometrics
Xuefeng Wang, Zhinan Wang, Ying Huang, Yun Chen, Yi Zhang, Huichao Ren, Rongrong Li, Jinhui Pang
2017 J jnl
Mixed Similarity Diffusion for Recommendation on Bipartite Networks.
IEEE Access
Ximeng Wang, Yun Liu, Guangquan Zhang, Yi Zhang, Hongshu Chen, Jie Lu
2017 J jnl
Requirement-oriented core technological components' identification based on SAO analysis.
Scientometrics
Chao Yang, Donghua Zhu, Xuefeng Wang, Yi Zhang, Guangquan Zhang, Jie Lu
2017 J jnl
Scientific evolutionary pathways: Identifying and visualizing relationships for scientific topics.
J. Assoc. Inf. Sci. Technol.
Yi Zhang, Guangquan Zhang, Donghua Zhu, Jie Lu
2017 J jnl
Scientometrics for tech mining: an introduction.
Scientometrics
Yi Zhang, Alan L. Porter, Denise Chiavetta
2016 J jnl
A hybrid similarity measure method for patent portfolio analysis.
J. Informetrics
Yi Zhang, Lining Shang, Lu Huang, Alan L. Porter, Guangquan Zhang, Jie Lu, Donghua Zhu
2014 J jnl
A patent analysis method to trace technology evolutionary pathways.
Scientometrics
Xiao Zhou, Yi Zhang, Alan L. Porter, Ying Guo, Donghua Zhu
2014 J jnl
China's patterns of international technological collaboration 1976-2010: a patent analysis study.
Technol. Anal. Strateg. Manag.
Xuefeng Wang, Jie Ren, Yi Zhang, Donghua Zhu, Pengjun Qiu, Meng Huang
2014 J jnl
How to combine term clumping and technology roadmapping for newly emerging science & technology competitive intelligence: "problem & solution" pattern based semantic TRIZ tool and case study.
Scientometrics
Yi Zhang, Xiao Zhou, Alan L. Porter, José M. Vicente Gomila
2014 J jnl
Triple Helix innovation in China's dye-sensitized solar cell industry: hybrid methods with semantic TRIZ and technology roadmapping.
Scientometrics
Yi Zhang, Xiao Zhou, Alan L. Porter, José M. Vicente Gomila, An Yan
2013 J jnl
A hybrid visualisation model for technology roadmapping: bibliometrics, qualitative methodology and empirical study.
Technol. Anal. Strateg. Manag.
Yi Zhang, Ying Guo, Xuefeng Wang, Donghua Zhu, Alan L. Porter