| zhengjp8@mail.sysu.edu.cn | |
| +8618916373612 |
Sun Yat‑Sen University
People’s Armed Police
PH.D., DEPARTMENT OF EARTH SYSTEM SCIENCE; Tsinghua University
B.S., SCHOOL OF SURVEYING AND GEO‑INFOMATICS; Tongji University
Digital Signal Processing & Experiment of Digital Signal Processing
Deep Learning
Growing Status Observation of Individual Trees
High‑Resolution Land Dataset Production
Multi-Scale and Spatiotemporal Sub-Seasonal Forecast
AI Generation of Engineering Report
AI‑based VOCs Retracing and Simulation
Guest Editor
Remote Sensing
Forests
Reviewer
SCI Journals:
CCF Conferences:
(# Co-first author; * Corresponding author; † Students in IGCS Lab)
[18] Liang, Y.#†, Cao, S.#†, Zheng, J.*, Zhang, X., Huang, J., & Fu, H. (2025). Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification. International Journal of Applied Earth Observation and Geoinformation, Accepted.
[17] Chen, W., Wen, Y.†, Zheng, J.*, Huang, J., & Fu, H. (2025). BAN: A Universal Paradigm For Cross-Scene Classification Under Noisy Annotations From RGB And Hyperspectral Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing, Early Access.
[16] Wu, X., Hu, Liang, Zheng, J.*, Wang, L., Lu, H., & Fu, H. (2025). A Multilevel Surrogate Model-Based Precipitation Parameter Tuning Method for CAM5 Using Remote Sensing Data for Validation. Remote Sensing, 17(3), 408.
[15] Zheng, J.#, Yuan, S.#, Li, W.*, Fu, H.*, Yu, L., & Huang, J. (2025). A review of individual tree crown detection and delineation from optical remote sensing images. IEEE Geoscience and Remote Sensing Magazine, Early Access.
[14] Li, Q., Wen, Y.†, Zheng, J.*, Zhang, Y., & Fu, H. (2024). HyUniDA: Breaking Label Set Constraints for Universal Domain Adaptation in Cross-Scene Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 62, 1-15
[13] Yuan, S., Zhang, L., Dong, R., Xiong, J., Zheng, J.*, Fu, H.*, & Gong, P. (2024). Relational Part-Aware Learning for Complex Composite Object Detection in High-Resolution Remote Sensing Images. IEEE Transactions on Cybernetics, 54(10), 6118-6131.
[12] Guo, J., Zheng, J.*, Xu, Y., Fu, H., Xue, W., Wang, L., Gan, L., Gao, P.*, Wan, W., Wu, X., Zhang, Z., Hu, L.*, Xu, G., & Che, X.* (2024). LB-SCAM: A learning-based method for efficient large-scale sensitivity analysis and tuning of single column atmosphere model (SCAM). Geoscientific Model Development, 17(9), 3975-3992.
[11] Guo, J., Lai, Y.†, Zhang, J., Zheng, J.*, Fu, H., Gan, L., Hu, L., Xu, G., & Che, X. (2024). C3DA: A Universal Domain Adaptation Method for Scene Classification From Remote Sensing Imagery. IEEE Geoscience and Remote Sensing Letters, 21, 1-5
[10] Li, W., Hu, Z., Meng, L., Wang, J., Zheng, J.*, Dong, R., He, C., Xia, G., Fu, H.*, & Lin, D. (2024). Weakly-supervised 3D Building Reconstruction from Monocular Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing, 62, 1-15.
[9] Zheng, J., Wen, Y.†, Chen, M., Yuan, S., Li, W.*, Zhao, Y., Wu, W., Zhang, L., Dong, R., & Fu, H.* (2024). Open‑set domain adaptation for scene classification using multi‑adversarial learning. ISPRS Journal of Photogrammetry and Remote Sensing, 208, 245‑260. (ESI highly cited paper)
[8] Li, Q., Zheng, J.*, Yuan, S., Zhang, L., Dong, R., & Fu, H*. (2023). RAV model: Study on urban refined climate environment assessment and ventilation corridors construction. Building and Environment, 248, 111080.
[7] Li, W., Zhao, W., Zheng, J.*, Yu, J., He, C., Fu, H.*, & Lin, D. (2023). Joint Semantic‑Geometric Learning for Polygonal Building Segmentation from High‑Resolution Remote Sensing Images. ISPRS Journal of Photogrammetry and Remote Sensing, 201, 26‑37.
[6] Zheng, J., Yuan, S., Wu, W., Li, W., Yu, L.*, Fu, H.*, & Coomes, D. (2023). Surveying coconut trees using high‑resolution satellite imagery in remoteatolls of the Pacific Ocean. Remote Sensing of Environment, 287, 113485. (ESI highly cited paper)
[5] Zheng, J., Zhao, Y., Wu, W., Chen, M., Li, W., & Fu, H. (2022). Partial Domain Adaptation for Scene Classification from Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing, 61, 1‑17.
[4] Zheng, J., Wu, W., Yuan, S., Zhao, Y., Li, W., Zhang, L., Dong, R., & Fu, H.* (2021). A two‑stage adaptation network (TSAN) for remote sensing scene classification in single‑source‑mixed‑multiple‑target domain adaptation (S²M²T DA) scenarios. IEEE Transactions on Geoscience and Remote Sensing, 60, 1‑13.
[3] Zheng, J.#, Wu, W.#, Yuan, S., Fu, H.*, Li, W., & Yu, L. (2021). Multisource‑domain generalization‑based oil palm tree detection using very‑high‑resolution (vhr) satellite images. IEEE Geoscience and Remote Sensing Letters, 19, 1‑5.
[2] Zheng, J., Fu, H., Li, W.*, Wu, W., Yu, L., Yuan, S., Tao, W.Y.W, Pang, T.K., & Kanniah, K. D. (2021). Growing status observation for oil palm trees using Unmanned Aerial Vehicle (UAV) images. ISPRS Journal of Photogrammetry and Remote Sensing, 173, 95‑121. (ESI highly cited paper)
[1] Zheng, J., Fu, H., Li, W.*, Wu, W., Zhao, Y., Dong, R., & Yu, L. (2020). Cross‑regional oil palm tree counting and detection via a multi‑level attention domain adaptation network. ISPRS Journal of Photogrammetry and Remote Sensing, 167, 154‑177.
(# Co-first author; * Corresponding author; † Students in IGCS Lab)
[9] Du, K.†, Qian, Y., Zheng, J.* (2025). Instance-Distance Active Learning for Source-Free Cross-Domain Object Detection. ICME 2025, Accepted.
[8] Zheng, J.*, Wen, Y.† (2025). Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation. ICME 2025, Accepted.
[7] Chen, W., Wen, Y.†, Zheng, J.* (2025). Shift-Driven Learning for Unsupervised Domain Adaptation. ICME 2025, Accepted.
[6] Liang, H.†#, Cao, S.†#, Lai, Y.†, Zheng, J.* (2025). Federated Open-Set Domain Generalization with Adaptive Adjustment Boundaries and Weights. ICME 2025, Accepted.
[5] Lai, Y.†, Li, G.†, Liang, H.†, Zheng, J.*, Ye, Z.† (2025). ADU: Adaptive Detection of Unknown Categories in Black-Box Domain Adaptation. CVPR 2025, Accepted.
[4] Liang, H.†, Zhang, X., Cao, S.†, Li, G.†, Zheng, J.* (2025, April). TTA-FedDG: Leveraging Test-Time Adaptation to Address Federated Domain Generalization. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 39, No. 18, pp. 18658-18666).
[3] Yuan, S., Lin, G.†, Zhang, L., Dong, R., Zhang, J., Chen, S., Zheng, J.*, Wang, J., & Fu, H.* (2024, December). FUSU: A Multi-temporal-source Land Use Change Segmentation Dataset for Fine-grained Urban Semantic Understanding. Advances in Neural Information Processing Systems (NeurIPS), 37, 132417-132439.
[2] Zhao, Y.#, Zheng, J.#, Fu, H.*, Wu, W., Gao, J., Chen, M., Zhang, J., Zhang, L., Dong, R., Du, Z., Liu, S., Liu, X., Zhang, S., & Yu, L. (2023, May). SW-LCM: a scalable and weakly-supervised land cover mapping method on a new Sunway supercomputer. In 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (pp. 657-667). IEEE.
[1] Zheng, J., Wu, W., Zhao, Y., & Fu, H.* (2021, September). Transresnet: Transferable Resnet For Domain Adaptation. In 2021 IEEE international conference on image processing (ICIP) (pp. 764-768). IEEE.
2024, Award, 12th Teacher's Teaching Competition (Second‑Prize), Sun Yat-Sen Univ.
2023, Award, Wu Wenjun AI Science and Technology Award (Second‑Prize), CAAI
2023, Award, Outstanding PhD Graduate in Beijing, Beijing
2022, Award, Nominated for the Best Application of China’s Supercomputing of the Year, CCF
2021, Scholarship, National Scholarship for Graduate Student, China
2019, Scholarship, Future Researcher Scholarship, Tsinghua Univ.
2019, Award, Outstanding Graduate in Shanghai, Shanghai
2019, Scholarship, “Zhui Qiu Zhuo Yue” Student, Tongji Univ.
2019, Award, May 4th Youth Medal of Tongji University, Tongji Univ.
2017, Scholarship, National Scholarship for Undergraduate Student, China
2016, Award, Outstanding Soldier, China
2015, Award, Outstanding Soldier, China