Publications
(* indicates equal contribution and # indicates corresponding author)
Task-Adaptive Parameter-Efficient Fine-Tuning for Weather Foundation Models
Shilei Cao*, Hehai Lin*, Jiashun Cheng, Yang Liu, Guowen Li, Xuehe Wang, Juepeng Zheng#, Haoyuan Liang, Meng Jin, Chengwei Qin, Hong Cheng, Haohuan Fu
ICLR
PDF
TianQuan-S2S: A Subseasonal-to-Seasonal Global Weather Model via Incorporate Climatology State
Guowen Li, Xintong Liu, Yang Liu, Mengxuan Chen, Shilei Cao, Xuehe Wang, Juepeng Zheng#, Jinxiao Zhang, Haoyuan Liang, Lixian Zhang, Jiuke Wang, Meng Jin, Hong Cheng, Haohuan Fu
ICLR
PDF
A²-MAE: A Spatial-temporal-spectral Unified Remote Sensing Pre-training Method Based on Anchor-aware Masked Autoencoder
Lixian Zhang*, Yi Zhao*, Runmin Dong*#, Jinxiao Zhang, Shuai Yuan, Shilei Cao, Mengxuan Chen, Juepeng Zheng#, Weijia Li, Wayne Zhang, Wei Liu, Litong Feng, Jianxi Huang, Haohuan Fu#
IEEE Transactions on Geoscience and Remote Sensing (TGRS)
PDF
A comprehensive review of agricultural parcel and boundary delineation from remote sensing images: Recent progress and future perspectives
Juepeng Zheng, Zi Ye, Yibin Wen, Jianxi Huang# Zhiwei Zhang, Qingmei Li#, Qiong Hu, Baodong Xu, Lingyuan Zhao, Haohuan Fu
IEEE Geoscience and Remote Sensing Magazine (GRSM)
PDF
Towards Cross-Regional Land Cover Mapping Using Regional Consistency and Certainty-Based Active Domain Adaptation With Limited Annotations
Jiaxu Guo, Juepeng Zheng#, Yu Liang, Yibin Wen, Baozhu Yu, Juncheng Hu, Jianxi Huang, Haohuan Fu
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS)
PDF
Accelerating 3D Seismic Wave Simulations on ARM Using a Hybrid Half-Precision and Scalable Vector Extension Approach
Wenqiang Wang, Juepeng Zheng#, Bihe Ren, Zekun Yin, Wubing Wan, Yinuo Wang, Lin Gan, Zhenguo Zhang, Wei Zhang, Haohuan Fu, Xiaofei Chen
Geophysical Journal International (GJI)
PDF
Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation
Juepeng Zheng, Guowen Li, Yibin Wen, Jinxiao Zhang, Runmin Dong, Haohuan Fu#
IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
PDF
SPFL: Sequential updates with Parallel aggregation for Enhanced Federated Learning under Category and Domain Shifts
Haoyuan Liang*, Shilei Cao*, Guowen Li, Zhiyu Ye, Haohuan Fu, Juepeng Zheng#
NeurIPS
PDF
GTPBD: A Fine-Grained Global Terraced Parcel and Boundary Dataset
Zhiwei Zhang, Zi Ye, Yibin Wen, Shuai Yuan, Haohuan Fu, Jianxi Huang, Juepeng Zheng#
NeurIPS
PDF
Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMind
Qingmei Li, Yang Zhang, Zurong Mai, Yuhang Chen, Shuohong Lou, Henglian Huang, Jiarui Zhang, Zhiwei Zhang, Yibin Wen, Weijia Li, Haohuan Fu, Jianxi Huang, Juepeng Zheng#
NeurIPS
PDF
DiffLiG: Diffusion-enhanced Liquid Graph with Attention Propagation for Grid-to-Station Precipitation Correction
Yuxiang Li, Yang Zhang, Guowen Li, Mengxuan Chen, Meng Jin, Fang Wang, Haohuan Fu, Juepeng Zheng#
NeurIPS
PDF
Quantifying Samples with Invariance for Source-Free Class Incremental Domain Adaptation
Zhiyu Ye, Guowen Li, Haoyuan Liang, Zixi Wang, Shilei Cao, Yushan Lai, Juepeng Zheng#
ACM MM
PDF
Boosting Universal Domain Adaptation in Remote Sensing with Dual-Classifiers Consistency Discrimination and Cross-Domain Feature Mixup
Qingmei Li, Yang Zhang, Juepeng Zheng#, Yuxiang Zhang, Jianxi Huang, Haohuan Fu
IEEE Transactions on Geoscience and Remote Sensing (TGRS)
PDF
Instance-Distance Active Learning for Source-Free Cross-Domain Object Detection
Kangrui Du, Yujun Qian, Juepeng Zheng#
ICME
PDF
Shift-Driven Learning for Unsupervised Domain Adaptation
Wentang Chen, Yibin Wen, Juepeng Zheng#
ICME
PDF
Federated Open-Set Domain Generalization with Adaptive Adjustment Boundary and Weights
Haoyuan Liang*, Shilei Cao*, Yushan Lai, Juepeng Zheng#
ICME
PDF
Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation
Juepeng Zheng#, Yibin Wen
ICME
PDF
ADU: Adaptive Detection of Unknown Categories in Black-Box Domain Adaptation
Yushan Lai, Guowen Li, Haoyuan Liang, Juepeng Zheng#, Zhiyu Ye
CVPR
PDF
Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification
Yu Liang*, Shilei Cao*, Juepeng Zheng#, Xiucheng Zhang, Jianxi Huang, Haohuan Fu
International Journal of Applied Earth Observation and Geoinformation (JAG)
PDF
BAN: A Universal Paradigm for Cross-Scene Classification Under Noisy Annotations From RGB and Hyperspectral Remote Sensing Images
Wentang Chen, Yibin Wen, Juepeng Zheng#, Jianxi Huang, Haohuan Fu
IEEE Transactions on Geoscience and Remote Sensing (TGRS)
PDF
A Multilevel Surrogate Model-Based Precipitation Parameter Tuning Method for CAM5 Using Remote Sensing Data for Validation
Xianwei Wu, Liang Hu, Juepeng Zheng#, Lanning Wang, Haitian Lu, Haohuan Fu
Remote Sensing
PDF
TTA-FedDG: Leveraging Test-Time Adaptation to Address Federated Domain Generalization
Haoyuan Liang, Xinyu Zhang, Shilei Cao, Guowen Li, Juepeng Zheng#
AAAI
PDF
A Review of Individual Tree Crown Detection and Delineation From Optical Remote Sensing Images: Current progress and future
Juepeng Zheng*, Shuai Yuan*, Weijia Li#, Haohuan Fu#, Le Yu, Jianxi Huang
IEEE Geoscience and Remote Sensing Magazine (GRSM)
PDF
FUSU: A multi-temporal-source land use change segmentation dataset for fine-grained urban semantic understanding
Shuai Yuan, Guancong Lin, Lixian Zhang, Runmin Dong, Jinxiao Zhang, Shuang Chen, Juepeng Zheng#, Jie Wang, Haohuan Fu#
NeurIPS
PDF
HyUniDA: Breaking Label Set Constraints for Universal Domain Adaptation in Cross-Scene Hyperspectral Image Classification
Qingmei Li, Yibin Wen, Juepeng Zheng#, Yuxiang Zhang, Haohuan Fu
IEEE Transactions on Geoscience and Remote Sensing (TGRS)
PDF
Relational Part-Aware Learning for Complex Composite Object Detection in High-Resolution Remote Sensing Images
Shuai Yuan, Lixian Zhang, Runmin Dong, Jie Xiong, Juepeng Zheng#, Haohuan Fu#, Peng Gong
IEEE Transactions on Cybernetics (TCYB)
PDF
LB-SCAM: a learning-based method for efficient large-scale sensitivity analysis and tuning of the Single Column Atmosphere Model (SCAM)
Jiaxu Guo, Juepeng Zheng#, Yidan Xu, Haohuan Fu, Wei Xue, Lanning Wang, Lin Gan, Ping Gao#, Wubing Wan, Xianwei Wu, Zhitao Zhang, Liang Hu#, Gaochao Xu, Xilong Che#
Geoscientific Model Development (GMD)
PDF
C³DA: A Universal Domain Adaptation Method for Scene Classification From Remote Sensing Imagery
Jiaxu Guo, Yushan Lai, Jinxiao Zhang, Juepeng Zheng#, Haohuan Fu, Lin Gan, Liang Hu, Gaochao Xu, Xilong Che
IEEE Geoscience and Remote Sensing Letters (GRSL)
PDF
Weakly Supervised 3-D Building Reconstruction From Monocular Remote Sensing Images
Weijia Li, Zhenghao Hu, Lingxuan Meng, Jinwang Wang, Juepeng Zheng#, Runmin Dong, Conghui He, Gui-Song Xia, Haohuan Fu#, Dahua Lin
IEEE Transactions on Geoscience and Remote Sensing (TGRS)
PDF
Open-set domain adaptation for scene classification using multi-adversarial learning
Juepeng Zheng, Yibin Wen, Mengxuan Chen, Shuai Yuan, Weijia Li#, Yi Zhao, Wenzhao Wu, Lixian Zhang, Runmin Dong, Haohuan Fu#
ISPRS Journal of Photogrammetry and Remote Sensing (ESI Highly Cited Paper)
PDF · Code
RAV model: Study on urban refined climate environment assessment and ventilation corridors construction
Qingmei Li, Juepeng Zheng#, Shuai Yuan, Lixian Zhang, Runmin Dong, Haohuan Fu#
Building and Environment (BAE)
PDF
Joint semantic-geometric learning for polygonal building segmentation from high-resolution remote sensing images
Weijia Li, Wenqian Zhao, Jinhua Yu, Juepeng Zheng#, Conghui He, Haohuan Fu#, Dahua Lin
ISPRS Journal of Photogrammetry and Remote Sensing
PDF
Surveying coconut trees using high-resolution satellite imagery in remote atolls of the Pacific Ocean
Juepeng Zheng, Shuai Yuan, Wenzhao Wu, Weijia Li, Le Yu#, Haohuan Fu#, David Coomes
Remote Sensing of Environment (RSE)
PDF · Code
Partial domain adaptation for scene classification from remote sensing imagery
Juepeng Zheng, Yi Zhao, Wenzhao Wu, Mengxuan Chen, Weijia Li#, Haohuan Fu#
IEEE Transactions on Geoscience and Remote Sensing (TGRS)
PDF
Multisource-domain generalization-based oil palm tree detection using very-high-resolution (vhr) satellite images
Juepeng Zheng*, Wenzhao Wu*, Shuai Yuan, Haohuan Fu#, Weijia Li, Le Yu
IEEE Geoscience and Remote Sensing Letters (GRSL)
PDF · Code
A Two-Stage Adaptation Network (TSAN) for Remote Sensing Scene Classification in Single-Source-Mixed-Multiple-Target Domain Adaptation (S²M²T DA) Scenarios
Juepeng Zheng, Wenzhao Wu, Shuai Yuan, Yi Zhao, Weijia Li, Lixian Zhang, Runmin Dong, Haohuan Fu#
IEEE Transactions on Geoscience and Remote Sensing (TGRS)
PDF · Code
Growing status observation for oil palm trees using Unmanned Aerial Vehicle (UAV) images
Juepeng Zheng, Haohuan Fu, Weijia Li#, Wenzhao Wu, Le Yu, Shuai Yuan, Wai Yuk William Tao, Tan Kian Pang, Kasturi Devi Kanniah
ISPRS Journal of Photogrammetry and Remote Sensing (ESI Highly Cited Paper)
PDF · Code
Cross-regional oil palm tree counting and detection via a multi-level attention domain adaptation network
Juepeng Zheng, Haohuan Fu, Weijia Li#, Wenzhao Wu, Yi Zhao, Runmin Dong, Le Yu