Overview
Background
I am a research fellow working with Professor Geoffrey J. McLachlan on semi-supervised learning, specifically investigating missingness mechanisms and mixture modelling.
Availability
- Dr Jinran Wu is:
- Available for supervision
Qualifications
- Doctor of Philosophy of Statistics, Queensland University of Technology
Works
Search Professor Jinran Wu’s works on UQ eSpace
2026
Journal Article
Eco-efficiency analysis of China’s eight comprehensive economic zones: evidence from a two-stage NSBM approach
Li, Shanru, Xu, Xu, Xu, Wensi, Qu, Haocheng, Xu, Xinrui, Zhang, Yixiang, Ni, Qing-He, Li, Tong, Wu, Jinran and Wang, You-Gan (2026). Eco-efficiency analysis of China’s eight comprehensive economic zones: evidence from a two-stage NSBM approach. Physics and Chemistry of the Earth, Parts A/B/C, 144 (Part 1) 104455, 1-18. doi: 10.1016/j.pce.2026.104455
2026
Journal Article
Mid-Infrared spectroscopy for soil organic carbon estimation. Part I: Global review and meta-analysis
Li, Tong, Xia, Anquan, Dalal, Ram C., Manning, Sean, Beniwal, Deeksha, Xu, Zhihong, Pandey, Rajiv, Cui, Lizhen, Chen, Songchao, Fu, Peng, Xia, Yushu, Wu, Jinran, Wang, Yanfen and Dang, Yash P. (2026). Mid-Infrared spectroscopy for soil organic carbon estimation. Part I: Global review and meta-analysis. Soil and Tillage Research, 262 107236, 107236-262. doi: 10.1016/j.still.2026.107236
2026
Journal Article
Mid-infrared spectroscopy for soil organic carbon estimation. Part II: Evaluating preprocessing at global and national scales
Li, Tong, Beniwal, Deeksha, Dalal, Ram C., Manning, Sean, Fu, Peng, Xia, Anquan, Wu, Jinran, Liu, Qingyang, Filipović, Vilim, Tsiminis, Georgios and Dang, Yash P. (2026). Mid-infrared spectroscopy for soil organic carbon estimation. Part II: Evaluating preprocessing at global and national scales. Soil and Tillage Research, 262 107237, 107237-262. doi: 10.1016/j.still.2026.107237
2026
Journal Article
Multi-indicator water-quality prediction in mining areas using a Feature-Tokenizer transformer with spatiotemporal features
Liu, Zihan, Sui, Xiang, Lyu, Xianzhou, An, Xiaobiao, Wu, Jinran, Lu, Yuchen and Zhang, Weijie (2026). Multi-indicator water-quality prediction in mining areas using a Feature-Tokenizer transformer with spatiotemporal features. Environmental Research, 306 (Part 2) 125210, 1-17. doi: 10.1016/j.envres.2026.125210
2026
Journal Article
Accurately modelling the resting-state functional connectivity with eigen-based connected-graph diffusion model
Ma, Jichao, Luo, Jiebin, Liu, Dandan, Wu, Jinran, Wang, Yanjiang and Li, Xi’an (2026). Accurately modelling the resting-state functional connectivity with eigen-based connected-graph diffusion model. Engineering Applications of Artificial Intelligence, 178 (Part 1) 115091, 1-11. doi: 10.1016/j.engappai.2026.115091
2026
Journal Article
Microseismic source localization and application based on the attention-based deep feedforward neural network model
Tian, Zhuangcai, Tian, Jiahao, Hua, Sen, Yu, Liyuan, Jing, Hongwen and Wu, Jinran (2026). Microseismic source localization and application based on the attention-based deep feedforward neural network model. Engineering Applications of Artificial Intelligence, 177 (Part 2) 114982, 114982. doi: 10.1016/j.engappai.2026.114982
2026
Journal Article
Forest origin reorganizes environmental control of soil microbial diversity across natural and planted forests
Zhang, Xing, Wu, Jinran, Wang, Jingwen, Li, Tong, Fan, Yuchuan, Liu, Weiguo and Gao, Jie (2026). Forest origin reorganizes environmental control of soil microbial diversity across natural and planted forests. Ecological Indicators, 189 115086, 1-10. doi: 10.1016/j.ecolind.2026.115086
2026
Conference Publication
Hierarchical cluster-based open-world graph active learning
Li, Yayong, Du, Zhengyi, Zhang, Hong, Wilton, Jonathan, Wu, Jinran, Liu, Zongli and Ye, Nan (2026). Hierarchical cluster-based open-world graph active learning. 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, Melbourne, VIC Australia, 20-24 July 2026. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3805712.3809744
2026
Journal Article
Grain yield loss caused by Fusarium crown rot was mainly due to reduced numbers of fertile tillers in barley
Zheng, Zhi, Liu, Siyuan, Han, Haohui, Gao, Shang, Chhetri, Mumta, Wu, Jinran, Ma, Jun, Wang, You-Gan, Fu, Liya, Li, Weide, Hu, Haiyan and Liu, Chunji (2026). Grain yield loss caused by Fusarium crown rot was mainly due to reduced numbers of fertile tillers in barley. Farming System 100256, 100256. doi: 10.1016/j.farsys.2026.100256
2026
Journal Article
Nonlinear biogeographic responses and threshold patterns in vegetative versus reproductive traits across China's ecosystems
Su, Jianxiao, Zheng, Yujuan, Zhang, Le, Wang, Jingwen, Zhong, Chengguang, Du, Xiaoxuan, Wu, Jinran, Li, Tong, Gao, Jie and Fan, Yuchuan (2026). Nonlinear biogeographic responses and threshold patterns in vegetative versus reproductive traits across China's ecosystems. Journal of Environmental Management, 413 130315, 1-11. doi: 10.1016/j.jenvman.2026.130315
2026
Journal Article
Distinguishing knowledge mapping from biophysical evidence: A Rejoinder to "Comment on 'Mapping Soil Organic Carbon Research in Conservation Agriculture'"
Liu, Qingyang, Tian, Xin, Dalal, Ram C., Wu, Jinran, Xia, Anquan, Wu, Xiaoxuan, Li, Tong, McLachlan, Geoffrey J., Chapman, Scott and Dang, Yash P. (2026). Distinguishing knowledge mapping from biophysical evidence: A Rejoinder to "Comment on 'Mapping Soil Organic Carbon Research in Conservation Agriculture'". Farming System, 4 (4) 100255, 100255. doi: 10.1016/j.farsys.2026.100255
2026
Journal Article
Signal Plus Noise Type Matrix in Random Matrix Theory: A Review
Zhou, Huanchao, Wang, Fang, Wang, You‐Gan, Wu, Jinran, Hu, Jiang, McLachlan, Geoffrey J., Bai, Zhidong and Li, Jianghao (2026). Signal Plus Noise Type Matrix in Random Matrix Theory: A Review. WIREs Computational Statistics, 18 (3) e70071, 1-20. doi: 10.1002/wics.70071
2026
Journal Article
Generative artificial intelligence and urban transport resilience: rethinking sustainable mobility
Wu, Jinran, Tian, Xin, Liu, Qingyang, Li, Tong, Liu, Chanjuan, Xu, Jing and Zhao, Huida (2026). Generative artificial intelligence and urban transport resilience: rethinking sustainable mobility. Safety Science, 198 107148, 1-14. doi: 10.1016/j.ssci.2026.107148
2026
Journal Article
Versioned soil organic carbon maps for climate-resilient and sustainable cities: a ridge-penalised linear mixed-effects ensemble of MIR-based predictions
Tian, Xin, Liu, Qingyang, Dalal, Ram C., Li, Tong, Wu, Jinran, McLachlan, Geoffrey J., Chapman, Scott and Dang, Yash P. (2026). Versioned soil organic carbon maps for climate-resilient and sustainable cities: a ridge-penalised linear mixed-effects ensemble of MIR-based predictions. Physics and Chemistry of the Earth, 143 104390, 1-15. doi: 10.1016/j.pce.2026.104390
2026
Journal Article
Geospatial elements as a supervision-like mechanism: Spatial-Neighborhood Preserving Projection for hyperspectral classification
Zeng, Limin, Zhang, Tao, Wang, Fang, Wu, Jinran and Wang, You-Gan (2026). Geospatial elements as a supervision-like mechanism: Spatial-Neighborhood Preserving Projection for hyperspectral classification. Infrared Physics and Technology, 155 106517, 106517. doi: 10.1016/j.infrared.2026.106517
2026
Journal Article
Mapping soil organic carbon research in conservation agriculture: a systematic review
Liu, Qingyang, Tian, Xin, Dalal, Ram C., Wu, Jinran, Xia, Anquan, Wu, Xiaoxuan, Li, Tong, McLachlan, Geoffrey J., Chapman, Scott and Dang, Yash P. (2026). Mapping soil organic carbon research in conservation agriculture: a systematic review. Farming System, 4 (4) 100241, 100241. doi: 10.1016/j.farsys.2026.100241
2026
Journal Article
Elevational patterns and thresholds of plant functional traits across China's biomes
Zheng, Yujuan, Zhong, Chengguang, Lyu, Tong, Wu, Jinran, Zhang, Le, Wang, Jingwen, Gao, Jie, Li, Tong, Fan, Yuchuan and Pandey, Rajiv (2026). Elevational patterns and thresholds of plant functional traits across China's biomes. Ecological Indicators, 185 114818, 1-10. doi: 10.1016/j.ecolind.2026.114818
2026
Journal Article
Multi-head attention driven aggregation-differentiation network for probabilistic groundwater depth forecasting and depth-stratified early warning: A multi-site efficient framework
Xu, Jing, Liu, Siyuan, Wu, Jinran, Mo, Yuming, Wang, Kun, Ji, Qingfeng, Wang, You-Gan and Li, Ling (2026). Multi-head attention driven aggregation-differentiation network for probabilistic groundwater depth forecasting and depth-stratified early warning: A multi-site efficient framework. Environmental Modelling and Software, 199 106934, 1-17. doi: 10.1016/j.envsoft.2026.106934
2026
Journal Article
Multi-scale quantile neural network for air quality index prediction
Zhao, Shangrui, Yu, Weiqi, Li, Xi’an, Xu, Jing and Wu, Jinran (2026). Multi-scale quantile neural network for air quality index prediction. Theoretical and Applied Climatology, 157 (4) 229, 1-18. doi: 10.1007/s00704-026-06155-5
2026
Journal Article
Anthropogenic sustained increase in near bottom suspended particulate matter concentration of the deep marginal sea
Tian, Zhuangcai, Guo, Xiujun, Xiang, Jiaming, Li, Tong and Wu, Jinran (2026). Anthropogenic sustained increase in near bottom suspended particulate matter concentration of the deep marginal sea. Environmental Research, 293 123772, 1-10. doi: 10.1016/j.envres.2026.123772
Supervision
Availability
- Dr Jinran Wu is:
- Available for supervision
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