个人简介：
郑珏鹏，广东梅县人。2023年4月毕业于清华大学地球系统科学系，获理学博士学位。2019年7月毕业于同济大学测绘与地理信息学院，获工学学士学位。2023年4月加入ok138cn太阳集团，目前担任副教授。主持国家自然科学基金青年基金（C类）、科技部重点研发计划子课题以及华为等企业横向项目多项。目前以第一/通讯作者身份发表SCI期刊论文和CCF会议论文40余篇，其中中科院一区论文18篇（含ESI高被引论文3篇），CCF-A类会议论文12篇。曾获2022年中国超算最佳应用提名奖（序1），2023年吴文俊人工智能科技进步二等奖（序8）等荣誉。
研究方向：
（1）大规模智能遥感影像解译与分析
（2）长时序天气气候智能预测与应用
（3）面向新一代国产超算移植与优化
欢迎报考硕士研究生或有意本科科研实践的同学与我联系
邮箱：zhengjp8@mail.sysu.edu.cn
工作经历：
2026.01--至 今 太阳集团tyc9728 ok138cn太阳集团 副教授
2024.02--至 今 国家超级计算深圳中心 双聘研究员
2023.04--2026.01 太阳集团tyc9728 ok138cn太阳集团 助理教授
2014.09--2016.08 武警湖北省总队机动支队
教育经历：
2019.09--2023.04 清华大学 地球系统科学系 理学博士
2013.09--2019.07 同济大学 测绘与地理信息学院 工学学士
科研项目：
国家自然科学基金青年基金，2025-2027，主持
科技部重点研发计划子课题，2024-2026，主持
华为企业横向课题，2024-2025，主持
代表性论文：
（#共同一作，*通讯作者，†所带学生）
一作/通讯SCI期刊论文：
[24] Zhang, L.#, Zhao, Y.#, Dong, R.#*, Zhang, J., Yuan, S., Cao, S.†, Chen, M., Zheng, J.*, Li, W., Zhang, W., Liu, W., Feng, L., Huang, J., & Fu, H.* (2026). A2-MAE: A Spatial-temporal-spectral Unified Remote Sensing Pre-training Method Based on Anchor-aware Masked Autoencoder. IEEE Transactions on Geoscience and Remote Sensing, Early Access.（中科院一区期刊）
[23] Zheng, J., Ye, Z.†, Wen, Y.†, Huang, J.*, Zhang, Z.†, Li, Q.*, Hu, Q., Xu, B., Zhao, L., & Fu, H. (2026). A Comprehensive Review of Agricultural Parcel and Boundary Delineation from Remote Sensing Images: Recent Progress and Future Perspectives. IEEE Geoscience and Remote Sensing Magazine, Early Access（中科院一区期刊）
[22] Guo, J., Zheng, J.*, Liang, Y.†, Wen, Y.†, Yu, B., Hu, J., Huang, J., & Fu, H. (2026). Towards Cross-Regional Land Cover Mapping Using Regional Consistency and Certainty-based Active Domain Adaptation with Limited Annotations. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 19, 5900-5910.（中科院二区期刊）
[21] Wang, W., Zheng, J.*, Ren, B., Yin, Z., Wan, W., Wang, Y., Gan, L., Zhang, Z., Zhang, W., Fu, H., & Chen, X. (2026). Accelerating 3D Seismic Wave Simulations on ARM Using a Hybrid Half-Precision and Scalable Vector Extension Approach. Geophysical Journal International, 244(2), 1-12.（中科院二区期刊）
[20] Zheng, J., Li, G.†, Wen, Y.†, Zhang, J., Dong, R., & Fu, H.* (2026). Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation. IEEE Transactions on Neural Networks and Learning Systems, 37, 233-246.（中科院一区期刊）
[19] Li, Q., Zhang, Y.†, Zheng, J.*, Zhang, Y., Huang, J., & Fu, H. (2025). Boosting Universal Domain Adaptation in Remote Sensing with Dual-Classifiers Consistency Discrimination and Cross-Domain Feature Mixup. IEEE Transactions on Geoscience and Remote Sensing, 63, 1-15.（中科院一区期刊）
[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, 139, 104463.（中科院一区期刊）
[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, 63, 1-13.（中科院一区期刊）
[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.（中科院二区期刊）
[15] Zheng, J.#, Yuan, S.#, Li, W.*, Fu, H.*, Yu, L., Huang, J. (2024). A review of individual tree crown detection and delineation from optical remote sensing images. IEEE Geoscience and Remote Sensing Magazine, Early Access.（中科院一区期刊）
[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.（中科院一区期刊）
[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.（中科院一区期刊）
[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.（中科院二区期刊）
[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.（中科院一区期刊）
[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.（中科院一区期刊，ESI高被引论文）
[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.（中科院一区期刊）
[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.（中科院一区期刊）
[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 remote atolls of the Pacific Ocean. Remote Sensing of Environment, 287, 113485.（中科院一区期刊，ESI高被引论文）
[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.（中科院一区期刊）
[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.（中科院一区期刊）
[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.（中科院一区期刊，ESI高被引论文）
[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.（中科院一区期刊）
一作/通讯CCF会议论文：
[20] Li, Q., Zhang, Y.†, Zhang, P., Fu, H., & Zheng, J.* SAGE: Style-Adaptive Generalization for Privacy-Constrained Semantic Segmentation Across Domains. CVPR 2026.（CCF-A类会议）
[19] Cao, S.†#, Gong, Z.#, Lin, H., Liu, Y., Cheng, J., Hu, X., Liang, H.†, Li, G.†, Qin, C., Cheng, H., Yang, X., Zheng, J.*, & Fu, H. CrossEarth-Gate: Fisher-Guided Adaptive Tuning Engine for Efficient Adaptation of Cross-Domain Remote Sensing Semantic Segmentation. CVPR 2026.（CCF-A类会议）
[18] Cao, S.†#, Lin, H.#, Cheng, J., Liu, Y.*, Li, G.†, Wang, X., Zheng, J.*, Liang, H.†, Jin, M., Qin, C., Cheng, H., & Fu, H. Task-Adaptive Parameter-Efficient Fine-Tuning for Weather Foundation Models. ICLR 2026.（CCF-A类会议）
[17] Li, G.†, Liu, X., Liu, Y.*, Chen, M., Cao, S.†, Wang, X., Zheng, J.*, Zhang, J., Liang, H.†, Zhang, L., Wang, J., Jin, M., Cheng, H., & Fu, H. TianQuan-S2S: A Subseasonal-to-Seasonal Global Weather Model via Incorporate Climatology State. ICLR 2026.（CCF-A类会议）
[16] Wen, Y., Gu, D., & Zheng, J.* G-SFADA: Gradient-Inspired Source-Free Active Domain Adaptation for Semantic Segmentation. ICASSP 2026.（CCF-B类会议）
[15] Li, Q., Zhang, P., & Zheng, J.* Cross-scene Hyperspectral Image Classification via Topology-Aware Learning without Source Data. ICASSP 2026.（CCF-B类会议）
[14] Zhang, Z.†, Ye, Z.†, Wen, Y.†, Yuan, S., Fu, H., Huang, J., & Zheng, J.* GTPBD: A Fine-Grained Global Terraced Parcel and Boundary Dataset. NeurIPS DB Track 2025.（CCF-A类会议）
[13] Li, Q.#, Zhang, Y.†#, Mai, Z.†#, Chen, Y., Lou, S., Huang, H., Zhang, J.†, Zhang, Z.†, Wen, Y.†, Li, W., Fu, H., Huang, J., & Zheng, J.* Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMind. NeurIPS DB Track 2025.（CCF-A类会议）
[12] Li, Y.†, Zhang, Y.†, Li, G.†, Chen, M., Jin, M., Wang, F., Fu, H., & Zheng, J.* DiffLiG: Diffusion-enhanced Liquid Graph with Attention Propagation for Grid-to-Station Precipitation Correction. NeurIPS 2025.（CCF-A类会议）
[11] Liang, H.†, Cao, S.†, Li, G.†, Ye, Z.†, Fu, H., & Zheng, J.* SPFL: Sequential updates with Parallel aggregation for Enhanced Federated Learning under Category and Domain Shifts. NeurIPS 2025.（CCF-A类会议）
[10] Ye, Z.†, Li, G.†, Liang, H.†, Wang, Z., Cao, S.†, Lai, Y.†, Zheng, J.* Quantifying Samples with Invariance for Source-Free Class Incremental Domain Adaptation. ACM MM 2025.（CCF-A类会议）
[9] Du, K.†, Qian, Y., Zheng, J.* Instance-Distance Active Learning for Source-Free Cross-Domain Object Detection. ICME 2025.（CCF-B类会议）
[8] Zheng, J.*, Wen, Y.† Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation. ICME 2025.（CCF-B类会议）
[7] Chen, W., Wen, Y.†, Zheng, J.* Shift-Driven Learning for Unsupervised Domain Adaptation. ICME 2025.（CCF-B类会议）
[6] Liang, H.†#, Cao, S.†#, Lai, Y.†, Zheng, J.* Federated Open-Set Domain Generalization with Adaptive Adjustment Boundaries and Weights. ICME 2025.（CCF-B类会议）
[5] Lai, Y.†, Li, G.†, Liang, H.†, Zheng, J.*, & Ye, Z.† ADU: Adaptive Detection of Unknown Categories in Black-Box Domain Adaptation. CVPR 2025.（CCF-A类会议）
[4] Liang, H.†, Zhang, X., Cao, S.†, Li, G.†, Zheng, J.* TTA-FedDG: Leveraging Test-Time Adaptation to Address Federated Domain Generalization. AAAI 2025.（CCF-A类会议）
[3] Yuan, S., Lin, G.†, Zhang, L., Dong, R., Zhang, J., Chen, S., Zheng, J.*, Wang, J., & Fu, H.* FUSU: A Multi-temporal-source Land Use Change Segmentation Dataset for Fine-grained Urban Semantic Understanding. NeurIPS 2024.（CCF-A类会议）
[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. SW-LCM: a scalable and weakly-supervised land cover mapping method on a new Sunway supercomputer. IPDPS 2023.（CCF-B类会议）
[1] Zheng, J., Wu, W., Zhao, Y., & Fu, H.* Transresnet: Transferable Resnet For Domain Adaptation. ICIP 2021.
学术服务：
担任Remote Sensing、Forest等SCI期刊客座编辑
担任ISPRS P&RS、IEEE TGRS、CEA、IJDE、IJRS等20余个SCI期刊审稿人
获奖情况：
太阳集团tyc9728第十二届教师教学竞赛二等奖，2024/2025年
吴文俊人工智能科技进步二等奖（排名第8），2023年
北京市优秀毕业生，2023年
中国超算最佳应用提名奖（排名第1），2022年
清华大学“未来学者”奖学金，2019年
上海市优秀毕业生，2019年
同济大学“五四”青年奖章，2019年
同济大学“追求卓越”学生奖，2019年
优秀义务兵，2015/2016年
