Ran Jin

72 papers A* 1B 3C 1Misc 1Journal 48Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
CKADisor: Central Kernel-Aligned Distillation for Efficient Event-Driven Object Recognition.
IEEE Signal Process. Lett.
Ruiqi Luo, Ran Jin, Kaixi Hu, Chenmiao Gao, Xinrong Hu
2026 A* conf
Hierarchical Dataset Selection for High-Quality Data Sharing.
AAAI
Xiaona Zhou, Yingyan Zeng, Ran Jin, Ismini Lourentzou
2025 J jnl
A Language-Image Pre-training Model Based on Context Optimization and Region of Interest.
Int. J. Comput. Intell. Syst.
Ran Jin, Tao Jin, Zhengang Li, Tianzi Wu, Ya Wang, Qinghui Zhu, Min Luo
2025 — conf
Contrastive Ensemble Active Learning for Data Quality Improvements for Resilient Manufacturing AI Model Prediction.
ICDM (Workshops)
Xuancheng Jin, Yingyan Zeng, Hui Liu, Ran Jin
2025 — conf
DCAF: Dynamic Cross-Attention Feature Fusion from Robotic Anomaly Detection to Position Accuracy Modeling.
CASE
Hui Liu, Guixiu Qiao, Pavel Piliptchak, James Moore, Daniela Sawyer, Yingyan Zeng, Ran Jin
2025 C conf
Dual-Temporal Dynamic Fusion with Motion-Aware Priors for Robust Object Tracking.
QRS
Jiangqin Fu, Ruiqi Luo, Ran Jin
2025 Misc conf
FAIR: Facilitating Artificial Intelligence Resilience in Manufacturing Industrial Internet.
CSR
Yingyan Zeng, Ismini Lourentzou, Xinwei Deng, Ran Jin
2025 J jnl
FAIR: Facilitating Artificial Intelligence Resilience in Manufacturing Industrial Internet.
CoRR
Yingyan Zeng, Ismini Lourentzou, Xinwei Deng, Ran Jin
2025 J jnl
HiFIRec: Towards High-Frequency yet Low-Intention Behaviors for Multi-Behavior Recommendation.
CoRR
Ruiqi Luo, Ran Jin, Zhenglong Li, Kaixi Hu, Xiaohui Tao, Lin Li
2025 J jnl
Hierarchical Dataset Selection for High-Quality Data Sharing.
CoRR
Xiaona Zhou, Yingyan Zeng, Ran Jin, Ismini Lourentzou
2025 J jnl
High-Quality Dataset-Sharing and Trade Based on a Performance-Oriented Directed Graph Neural Network.
IEEE Trans Autom. Sci. Eng.
Yingyan Zeng, Xiaona Zhou, Premith Kumar Chilukuri, Ismini Lourentzou, Ran Jin
2025 J jnl
Machine Learning Control Charts for Monitoring Spatio-Temporal Data Streams.
Qual. Reliab. Eng. Int.
Yuhang Zhou, Ran Jin, Peihua Qiu
2025 — conf
Robust Analysis for Resilient AI System.
ICDM (Workshops)
Yu Wang, Ran Jin, Lulu Kang
2025 J jnl
Robust Analysis for Resilient AI System.
CoRR
Yu Wang, Ran Jin, Lulu Kang
2025 J jnl
Self-distillation with model averaging.
Inf. Sci.
Xiaozhe Gu, Zixun Zhang, Ran Jin, Rick Siow Mong Goh, Tao Luo
2024 J jnl
A Non-Intrusive Load Identification Method Based on Multi-Head Attention.
IEEE Access
Jie Yuan, Ran Jin, Lidong Wang
2024 J jnl
A Nonintrusive Load Identification Method Based on Dual-Branch Attention GRU Fusion Network.
IEEE Trans. Instrum. Meas.
Jie Yuan, Ran Jin, Lidong Wang, Ting Wang
2024 J jnl
A method for image-text matching based on semantic filtering and adaptive adjustment.
EURASIP J. Image Video Process.
Ran Jin, Tengda Hou, Tao Jin, Jie Yuan, Chenjie Du
2024 J jnl
Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing.
ACM Trans. Intell. Syst. Technol.
Yingyan Zeng, Xiaoyu Chen, Ran Jin
2024 J jnl
Exploring the State-of-the-Art in Multi-Object Tracking: A Comprehensive Survey, Evaluation, Challenges, and Future Directions.
Multim. Tools Appl.
Chenjie Du, Chenwei Lin, Ran Jin, Bencheng Chai, Yingbiao Yao, Siyu Su
2024 J jnl
Lori: Local Low-Rank Response Imputation for Automatic Configuration of Contextualized Artificial Intelligence.
IEEE Trans. Ind. Informatics
Xiaoyu Chen, Ran Jin
2024 J jnl
Mutual Active Learning for Engineering Regulated Statistical Digital Twin Models.
IEEE Trans. Ind. Informatics
Lening Wang, Xi Vincent Wang, Qinglei Ji, Lihui Wang, Ran Jin
2024 B conf
Progressively Relaxed Knowledge Distillation.
IJCNN
Xiaozhe Gu, Ran Jin, Mingliang Li
2023 J jnl
Bayesian Sparse Regression for Mixed Multi-Responses with Application to Runtime Metrics Prediction in Fog Manufacturing.
Technometrics
Xiaoyu Chen, Xiaoning Kang, Ran Jin, Xinwei Deng
2023 J jnl
Challenges of modeling and analysis in cybermanufacturing: a review from a machine learning and computation perspective.
J. Intell. Manuf.
Sungku Kang, Ran Jin, Xinwei Deng, Ron S. Kenett
2023 J jnl
Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing.
CoRR
Yingyan Zeng, Xiaoyu Chen, Ran Jin
2023 — conf
ModelPred: A Framework for Predicting Trained Model from Training Data.
SaTML
Yingyan Zeng, Jiachen T. Wang, Si Chen, Hoang Anh Just, Ran Jin, Ruoxi Jia
2023 J jnl
Multi-Task Learning With Latent Variation Decomposition for Multivariate Responses in a Manufacturing Network.
IEEE Trans Autom. Sci. Eng.
Yifu Li, Hao Yan, Ran Jin
2023 J jnl
Semantic Completion and Filtration for Image-Text Retrieval.
ACM Trans. Multim. Comput. Commun. Appl.
Song Yang, Qiang Li, Wenhui Li, Xuanya Li, Ran Jin, Bo Lv, Rui Wang, Anan Liu
2023 — conf
Synthetic Data Generation and Sampling for Online Training of DNNs in Manufacturing Supervised Learning Problems.
CASE
Yingyan Zeng, Prithivrajan Thiyagarajan, Brian M. Chan, Ran Jin
2022 J jnl
Adaptively Weighted Top-N Recommendation for Organ Matching.
ACM Trans. Comput. Heal.
Parshin Shojaee, Xiaoyu Chen, Ran Jin
2022 — conf
Contextual Bandit Guided Data Farming for Deep Neural Networks in Manufacturing Industrial Internet.
ICPS
Yingyan Zeng, Parshin Shojaee, Syed Hasib Akhter Faruqui, Adel Alaeddini, Ran Jin
2022 J jnl
Family learning: A process modeling method for cyber-additive manufacturing network.
IISE Trans.
Lening Wang, Xiaoyu Chen, Daniel Henkel, Ran Jin
2022 J jnl
INN: An Interpretable Neural Network for AI Incubation in Manufacturing.
ACM Trans. Intell. Syst. Technol.
Xiaoyu Chen, Yingyan Zeng, Sungku Kang, Ran Jin
2022 J jnl
Monitoring Runtime Metrics of Fog Manufacturing via a Qualitative and Quantitative (QQ) Control Chart.
ACM Trans. Internet Things
Yifu Li, Lening Wang, Dongyoon Lee, Ran Jin
2022 B conf
Task-Driven Privacy-Preserving Data-Sharing Framework for the Industrial Internet.
IEEE Big Data
Parshin Shojaee, Yingyan Zeng, Muntasir Wahed, Avi Seth, Ran Jin, Ismini Lourentzou
2021 J jnl
A Cost-Efficient Data-Driven Approach to Design Space Exploration for Personalized Geometric Design in Additive Manufacturing.
J. Comput. Inf. Sci. Eng.
Sungku Kang, Xinwei Deng, Ran Jin
2021 J jnl
AdaPipe: A Recommender System for Adaptive Computation Pipelines in Cyber-Manufacturing Computation Services.
IEEE Trans. Ind. Informatics
Xiaoyu Chen, Ran Jin
2021 J jnl
Adaptively Weighted Top-N Recommendation for Organ Matching.
CoRR
Parshin Shojaee, Xiaoyu Chen, Ran Jin
2021 — conf
Deep Neural Network Pipelines for Multivariate Time Series Classification in Smart Manufacturing.
ICPS
Parshin Shojaee, Yingyan Zeng, Xiaoyu Chen, Ran Jin, Xinwei Deng, Chuck Zhang
2021 J jnl
Learning to Refit for Convex Learning Problems.
CoRR
Yingyan Zeng, Tianhao Wang, Si Chen, Hoang Anh Just, Ran Jin, Ruoxi Jia
2021 J jnl
MOSS - Multi-Modal Best Subset Modeling in Smart Manufacturing.
Sensors
Lening Wang, Pang Du, Ran Jin
2021 J jnl
Modeling of pre-transplantation liver viability with spatial-temporal smooth variable selection.
Comput. Methods Programs Biomed.
Qing Lan, Yifu Li, John Robertson, Ran Jin
2021 J jnl
Multivariate regression of mixed responses for evaluation of visualization designs.
IISE Trans.
Xiaoning Kang, Xiaoyu Chen, Ran Jin, Hao Wu, Xinwei Deng
2021 J jnl
PRIME: A Personalized Recommender System for Information Visualization Methods via Extended Matrix Completion.
ACM Trans. Interact. Intell. Syst.
Xiaoyu Chen, Nathan Lau, Ran Jin
2021 — conf
Predictive Offloading in Fog Manufacturing for Computational Pipelines using Multi-task Learning.
CASE
Vignesh Raja Nallendran, Lening Wang, Ran Jin
2021 — conf
WordErrorSim: An Adversarial Examples Generation Method in Chinese by Erroneous Knowledge.
ICCDA
Ran Jin, Chunhua Wu
2020 — conf
A Monitoring System for Anomaly Detection in Fog Manufacturing.
ICPS
Lening Wang, Yutong Zhang, Ran Jin
2020 J jnl
A latent unknown clustering integrating multi-omics data (LUCID) with phenotypic traits.
Bioinform.
Cheng Peng, Jun Wang, Isaac Asante, Stan Louie, Ran Jin, Lida Chatzi, Graham Casey, Duncan C. Thomas, David V. Conti
2020 J jnl
Manufacturing quality prediction using smooth spatial variable selection estimator with applications in aerosol jet®printed electronics manufacturing.
IISE Trans.
Yifu Li, Hongyue Sun, Xinwei Deng, Chuck Zhang, Hsu-Pin (Ben) Wang, Ran Jin
2020 — conf
Online Computation Performance Analysis for Distributed Machine Learning Pipelines in Fog Manufacturing.
CASE
Lening Wang, Yutong Zhang, Xiaoyu Chen, Ran Jin
2020 J jnl
Supervised subgraph augmented non-negative matrix factorization for interpretable manufacturing time series data analytics.
IISE Trans.
Hongyue Sun, Ran Jin, Yuan Luo
2019 J jnl
Classifying relations in clinical narratives using segment graph convolutional and recurrent neural networks (Seg-GCRNs).
J. Am. Medical Informatics Assoc.
Yifu Li, Ran Jin, Yuan Luo
2019 — conf
Fog Computing for Distributed Family Learning in Cyber-Manufacturing Modeling.
ICPS
Yutong Zhang, Lening Wang, Xiaoyu Chen, Ran Jin
2019 — conf
Shoulder Joint Image Segmentation Based on Joint Convolutional Neural Networks.
RICAI
Yunpeng Liu, Renfang Wang, Ran Jin, Dechao Sun, Huixia Xu, Chen Dong
2018 J jnl
An Optimized Iterative Semantic Compression Algorithm And Parallel Processing for Large Scale Data.
KSII Trans. Internet Inf. Syst.
Ran Jin, Gang Chen, Anthony K. H. Tung, Lidan Shou, Beng Chin Ooi
2018 B conf
Automatic Segmentation of Shoulder Joint in MRI Using Patch-Based and Fully Convolutional Networks.
ICIP
Yunpeng Liu, Wenli Cai, Guobin Hong, Renfang Wang, Ran Jin
2018 J jnl
DIM: a distributed air index based on MapReduce for spatial query processing in road networks.
EURASIP J. Wirel. Commun. Netw.
Ran Jin, Gang Chen, Anthony K. H. Tung, Lidan Shou, Beng Chin Ooi, Yuting Gu
2018 — conf
Data Fusion Pipelines for Autonomous Smart Manufacturing.
CASE
Xiaoyu Chen, Ran Jin
2018 J jnl
Functional Quantitative and Qualitative Models for Quality Modeling in a Fused Deposition Modeling Process.
IEEE Trans Autom. Sci. Eng.
Hongyue Sun, Prahalad K. Rao, Zhenyu James Kong, Xinwei Deng, Ran Jin
2018 J jnl
Non-invasive assessment of liver quality in transplantation based on thermal imaging analysis.
Comput. Methods Programs Biomed.
Qing Lan, Hongyue Sun, John Robertson, Xinwei Deng, Ran Jin
2018 — conf
Predictive offloading in mobile-fog-cloud enabled cyber-manufacturing systems.
ICPS
Xiaoyu Chen, Lening Wang, Canran Wang, Ran Jin
2017 J jnl
Ensemble Modeling of In Situ Features for Printed Electronics Manufacturing With In Situ Process Control Potential.
IEEE Robotics Autom. Lett.
Yifu Li, Karuniya Mohan, Hongyue Sun, Ran Jin
2017 J jnl
Functional Graphical Models for Manufacturing Process Modeling.
IEEE Trans Autom. Sci. Eng.
Hongyue Sun, Shuai Huang, Ran Jin
2016 J jnl
Unaligned Profile Monitoring Using Penalized Methods.
Qual. Reliab. Eng. Int.
Yangyang Zang, Kaibo Wang, Ran Jin
2015 J jnl
QQ Models: Joint Modeling for Quantitative and Qualitative Quality Responses in Manufacturing Systems.
Technometrics
Xinwei Deng, Ran Jin
2014 J jnl
Monitoring Profile Trajectories with Dynamic Time Warping Alignment.
Qual. Reliab. Eng. Int.
Chenxu Dai, Kaibo Wang, Ran Jin
2013 J jnl
A Co-optimization Routing Algorithm in Wireless Sensor Network.
Wirel. Pers. Commun.
Ran Jin, Chunhai Kou, Ruijuan Liu, Yefeng Li
2013 J jnl
Efficient parallel spectral clustering algorithm design for large data sets under cloud computing environment.
J. Cloud Comput.
Ran Jin, Chunhai Kou, Ruijuan Liu, Yefeng Li
2010 — conf
Simulation Research of Applying Two-dimensional Empirical Mode Decomposition on Image Feature Extraction.
SKG
Qin Wang, Ran Jin, Kun Gao
2007 — conf
Fault Detecting Technology Based on BP Neural Network Algorithm.
KES (2)
Ran Jin, Kun Gao, Zhigang Chen, Chen Dong, YangHong Zhang, Lifeng Xi
2007 — conf
Improvement of an Image Encryption Algorithm Based on Combined Multidimensional Chaotic Systems.
KES (2)
Chen Dong, Jifang Li, Lifeng Xi, Jie Hao, Ran Jin