| 2024 | WACV | RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding. | Junyao Wang, Arnav Vaibhav Malawade, Junhong Zhou, Shih-Yuan Yu, Mohammad Abdullah Al Faruque |
| 2023 | IJCAI | Clustered-patch Element Connection for Few-shot Learning. | Jinxiang Lai, Siqian Yang, Junhong Zhou, Wenlong Wu, Xiaochen Chen, Jun Liu, Bin-Bin Gao, Chengjie Wang |
| 2020 | HealthCom | A novel smartphone App-based assessment of standing postural control: Demonstration of reliability and sensitivity to aging and task constraints. | Junhong Zhou, Wanting Yu, Hao Zhu, On-Yee Lo, Natalia A. Gouskova, Thomas Travison, Lewis A. Lipsitz, Alvaro Pascual-Leone, Brad Manor |
| 2018 | IJCNN | Gated Recurrent Units Based Neural Network For Tool Condition Monitoring. | Huan Xu, Chong Zhang, Geok Soon Hong, Junhong Zhou, Jihoon Hong, Keng Soon Woon |
| 2017 | ETFA | Gaussian mixture model for new fault categories diagnosis. | Junhong Zhou, Chee Khiang Pang, Weili Yan |
| 2016 | ETFA | New types of faults detection and diagnosis using a mixed soft & hard clustering framework. | Heng-Chao Yan, Junhong Zhou, Chee Khiang Pang |
| 2015 | ETFA | Parameter update and PDF prediction of degradation using stage-based Gamma process. | Heng-Chao Yan, Junhong Zhou, Chee Khiang Pang, Xiang Li |
| 2014 | ETFA | Predictive maintenance decision using statistical linear regression and kernel methods. | Tung Le, Ming Luo, Junhong Zhou, Hian-Leng Chan |
| 2010 | ICARCV | Continuous health assessment using a single hidden Markov model. | Omid Geramifard, Jianxin Xu, Junhong Zhou, Xiang Li |
| 2010 | ICARCV | An exTS based neuro-fuzzy algorithm for prognostics and tool condition monitoring. | Olivier Massol, Xiang Li, Rafael Gouriveau, Junhong Zhou, Oon Peen Gan |
| 2010 | ICARCV | A knowledge base system for rotary equipment fault detection and diagnosis. | Junhong Zhou, Louis Wee, Zhao-Wei Zhong |
| 2009 | INDIN | iDiagnosis & prognosis for supporting of manufacture. | Danhong Zhang, Junhong Zhou, Shai Avraham Arogeti, Ming Luo, Bertrand Tay, Xin Jiang |
| 2008 | ICARCV | Semantic enhanced rule driven workflow execution in Collaborative Virtual Enterprise. | Wei Ren, Gang Chen, Zhonghua Yang, Junhong Zhou, Jing-Bing Zhang, Chor Ping Low, David Chen, Chengzheng Sun |
| 2008 | ICARCV | Agent-based service-oriented dynamic resource allocation. | Chak-Huah Tan, Yi Zhi Zhao, Ming Luo, Somchaya Liemhetcharat, Jing-Bing Zhang, Ming Mao Wong, Junhong Zhou |
| 2008 | ICARCV | Ant colony optimization and mutual information hybrid algorithms for feature subset selection in equipment fault diagnosis. | Junhong Zhou, Ruisheng Ng, Xiang Li |