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Ruizhe Ma

University of Massachusetts Lowell

14H-index
74Paper Count
615Citation Count
Published Papers 26
Publication Date
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Zero-Shot Temporal Knowledge Graph Completion: An LLM-Guided Approach
errApplied Soft Computing
IF6.6
err2026-09-21
err0
PREAI
errWeinan Niu; Ruizhe Ma; Wei Jia; Li Yan; Zongmin Ma
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errSave
FuseTime: Multimodal Time Series Forecasting with Fuzzy Semantic Alignment and Adaptive Fusion
errIEEE Transactions on Fuzzy Systems
IF11.9
err2026-09-18
err0
PREAI
errWenbo Gu; Ruizhe Ma; Zongmin Ma
errShare
errSave
Multi-modal knowledge graph reasoning and applications: A comprehensive survey
errEngineering Applications of Artificial Intelligence
IF8
err2026-09-10
err0
PREAI
errXinyu Liang; Ruizhe Ma; Bao Wang; Li Yan; Zongmin Ma
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errSave
A Fuzzy-Inspired Imputation-aware Framework for Irregularly Sampled Time Series Forecasting
errIEEE Transactions on Fuzzy Systems
IF11.9
err2026-09-04
err0
PREAI
errWenbo Gu; Ruizhe Ma; Zongmin Ma
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errSave
Modality-decoupled temporal multimodal knowledge graph reasoning via interpretable relation-aware temporal context fusion
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2026-08-10
err0
PREAI
errXinyu Liang; Ruizhe Ma; Bao Wang; Li Yan; Zongmin Ma
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errSave
Spatial and temporal evolving logic with LLM-augmented framework for completion of spatiotemporal knowledge graph
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2026-08-01
err0
PREAI
errZi, Zheyuan; Ma, Ruizhe; Zhou, Beijing; Liang, Xinyu; Yan, Li; Ma, Zongmin
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errSave
Explainable Multihop Social Link Prediction Based on Temporal Logical Rules in Dynamic Social Networks
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2026-05-07
err0
PREAI
errWei Jia; Ruizhe Ma; Li Yan; Weinan Niu; Zongmin Ma
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errSave
Temporal knowledge graphs forecasting based on explainable temporal relation tree-graph
errNeural Networks
IF6.3
err2026-01-07
err0
PREAI
errQihong Wu; Ruizhe Ma; Yuan Cheng; Li Yan; Zongmin Ma
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errSave
FPSO-Time: A Fuzzy Time Series Forecasting Method Based on Fuzzy Particle Swarm Optimization and Reprogrammed Large Language Models
errIEEE Transactions on Fuzzy Systems
IF11.9
err2025-12-15
err0
PREAI
errWenbo Gu; Ruizhe Ma; Yang Yu; Zongmin Ma
errShare
errSave
Spatiotemporal knowledge graph multi-hop reasoning based on large language models
errEngineering Applications of Artificial Intelligence
IF8
err2025-11-30
err0
PREAI
errXinyu Liang; Xiaobei Xu; Ruizhe Ma; Li Yan; Zongmin Ma
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errSave
Time-Aware Knowledge Graph Reasoning for Machinery Fault Prediction
errComputers & Industrial Engineering
IF6.5
err2025-10-06
err0
PREAI
errRuizhe Ma; Hongling Xu; Xiaoping Lu; Xingzhi Feng; Zongmin Ma
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Reasoning temporal knowledge graph through neighboring and historical information aggregation
errKnowledge and Information Systems
IF3.1
err2025-10-04
err0
PREAI
errWei Jia; Ruizhe Ma; Xiaoping Lu; Chao Wang; Weinan Niu; Zongmin Ma
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errSave
DiffAT: Effective data augmentation with diffusion models for time series forecasting
errEngineering Applications of Artificial Intelligence
IF8
err2025-08-26
err0
PREAI
errYang Yu; Ruizhe Ma; Wenbo Gu; Zongmin Ma
errShare
errSave
Machine Learning-Based Process Control for Injection Molding of Recycled Polypropylene
errPOLYMERS
IF4.9
err2025-03-30
err0
errOAAI
errKrantz, Joshua; Licata, Juliana; Raju, Muntaqim Ahmed; Gao, Peng; Ma, Ruizhe; Masato, Davide
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errSave
Spatial and temporal twin-guided pattern recurrent graph network for implementing reasoning of spatiotemporal knowledge graph
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2025-01-01
err0
PREAI
errXu, Xiaobei; Ma, Ruizhe; Zhou, Beijing; Yan, Li; Ma, Zongmin
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errSave
f-KGQA: A fuzzy question answering system for knowledge graphs
errFUZZY SETS AND SYSTEMS
IF2.7
err2025-01-01
err1
PREAI
errMa, Ruizhe; Liu, Yunxing; Ma, Zongmin
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errSave
AI MyData: Fostering Middle School Students' Engagement with Machine Learning through an Ethics-Infused AI Curriculum
erracm transactions on quantum computing
IF3.8
err2024-12-16
err0
errOAAI
errSanusi, Ismaila Temitayo; Martin, Fred; Ma, Ruizhe; Gonzales, Joseph E.; Mahipal, Vaishali; Oyelere, Solomon Sunday; Suhonen, Jarkko; Tukiainen, Markku
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Continual knowledge graph embedding enhancement for joint interaction-based next click recommendation
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-11-01
err0
PREAI
errKhan, Nasrullah; Ma, Zongmin; Ma, Ruizhe; Polat, Kemal
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errSave
Robformer: A robust decomposition transformer for long-term time series forecasting
errPATTERN RECOGNITION
IF7.6
err2024-09-01
err5
PREAI
errYu, Yang; Ma, Ruizhe; Ma, Zongmin
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errSave
Document-level relation extraction with global and path dependencies
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-04-01
err1
PREAI
errJia, Wei; Ma, Ruizhe; Yan, Li; Niu, Weinan; Ma, Zongmin
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Research Directions

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Co-authors
Cooperation Journals
P
Pete Riley
H-index: 65 · Papers: 507
K
Kemal Polat
H-index: 56 · Papers: 319
刘
刘剑 (Jian Liu)
H-index: 34 · Papers: 504
S
Solomon Sunday Oyelere
H-index: 33 · Papers: 150
马
马宗民 (Zongmin Ma)
H-index: 31 · Papers: 471
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