Chenghu Zhou

Shanghai Jiao Tong University — China

Environmental Science · Physical Sciences

68h-index17.2kcitations578works5.42yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Land Use and Ecosystem Services(36), Advanced Graph Neural Networks(36), Human Mobility and Location-Based Analysis(34), Remote Sensing and Land Use(34), Remote Sensing in Agriculture(33)

Publications578 total

CFSM: A Novel Causal Feature Selection Module for Two-Dimensional Out-of-Distribution Generalization
IEEE Transactions on Pattern Analysis and Machine Intelligence·2026
Neural-Enhanced Modulation for Spatial Selective Transmission on Low-End IoT Devices
IEEE Transactions on Networking·2026
OoDBench+: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
FedBook: A Unified Federated Graph Foundation Codebook with Intra-domain and Inter-domain Knowledge Modeling
arXiv (Cornell University)·2025Open Access
Quantifying the spatial heterogeneity of geographical flows
Geo-spatial Information Science·2025· 2 citedOpen Access
Graph Out-of-Distribution Generalization Based on Structural-Entropy-Guided Information Bottleneck
ACM Transactions on Knowledge Discovery from Data·2025
Breaking the limitations of scenes and sensors variability: A novel unsupervised domain adaptive instance segmentation framework for agricultural field extraction
Remote Sensing of Environment·2025· 2 citedOpen Access
Amplified local cooling effect of forestation in warming Europe
Nature Communications·2025· 2 citedOpen Access
A typology of global relief classes derived from digital elevation models at 1 arcsec resolution
Earth system science data·2025· 3 citedOpen Access
Chromatin-associated circRNA ciCRLF3(2) regulates cell differentiation blockage via activating non-homologous end joining–based DNA repair
Cell Death and Differentiation·2025Open Access
Ecosystem-dependent two-stage changes in soil organic carbon stock across the contiguous United States from 1970 to 2014
Geography and sustainability·2025Open Access
Assessing relative contributions of climate and socio-environmental factors to ecosystem health through space–time interpretable machine learning
Ecological Indicators·2025· 1 citedOpen Access
Deep Learning and COVID-19: Two Pathways to Scientific Evolution
Applied Sciences·2025Open Access
Regional-scale soil carbon predictions can be enhanced by transferring global-scale soil–environment relationships
Geoderma·2025· 1 citedOpen Access
InfoBound: A Provable Information-Bounds Inspired Framework for Both OoD Generalization and OoD Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
Spatio-temporal mapping reveals changes in soil organic carbon stocks across the contiguous United States since 1955
Communications Earth & Environment·2025· 6 citedOpen Access
DMIMRec: Disentangled Multi-Interest Representation Learning for Multimodal Recommendation Systems
Data Intelligence·2025Open Access
Lagged precipitation effects on plant production across terrestrial biomes
Nature Ecology & Evolution·2025· 7 cited
Deep Learning and COVID-19: Two Pathways to Scientific Evolution
Preprints.org·2025Open Access
Advancing geospatial methods for addressing global resource and sustainability challenges
Resources Conservation and Recycling·2025· 5 cited
page 1 of 29Next →

Frequent Co-authors

Tao Pei(13), Ting Ma(11), Weiming Cheng(11), Lin Yang(7), Yunyan Du(5), Ci Song(5), Min Zhao(5), Lei Zhang(4), A‐Xing Zhu(4), Cheng‐Zhi Qin(4), Ronglin Tang(3), Jiawei Yi(3), Pei Leng(3), Guofei Shang(3), Susan Haynie(3), Junfu Fan(3), Yuyu Zhou(3), Xuecao Li(3), Feixue Shen(3), Yuke Zhou(3)