Historical Attributions and Future Projections of Gross Primary Productivity in the Yangtze River Basin under Climate Change Based on a Novel Coupled LUE-RE Model.

[BibT_eX]

[DOI]

Hong Du

Jian Wu

Sidong Zeng

Jun Xia

Remote. Sens., September, 2023

Impact of Urbanization on Regional Rainfall-Runoff Processes: Case Study in Jinan City, China.

[BibT_eX]

[DOI]

Remote. Sens., May, 2023

Identifying the Responses of Vegetation Gross Primary Productivity and Water Use Efficiency to Climate Change under Different Aridity Gradients across China.

[BibT_eX]

[DOI]

Remote. Sens., March, 2023

Deep learning instance segmentation framework for burnt area instances characterization.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, February, 2023

MMDesign: Multi-Modality Transfer Learning for Generative Protein Design.

[BibT_eX]

[DOI]

CoRR, 2023

Revisiting the Temporal Modeling in Spatio-Temporal Predictive Learning under A Unified View.

[BibT_eX]

[DOI]

CoRR, 2023

Why Deep Models Often cannot Beat Non-deep Counterparts on Molecular Property Prediction?

[BibT_eX]

[DOI]

CoRR, 2023

Co-supervised Pre-training of Pocket and Ligand.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Understanding the Limitations of Deep Models for Molecular property prediction: Insights and Solutions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

CONVERT: Contrastive Graph Clustering with Reliable Augmentation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Reinforcement Graph Clustering with Unknown Cluster Number.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

A Systematic Survey of Chemical Pre-trained Models.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Dink-Net: Neural Clustering on Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Mole-BERT: Rethinking Pre-training Graph Neural Networks for Molecules.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Wordreg: Mitigating the Gap between Training and Inference with Worst-Case Drop Regularization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Global-Context Aware Generative Protein Design.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Deep Manifold Graph Auto-Encoder For Attributed Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition with Variational Alignment.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

BA_EnCaps: Dense Capsule Architecture for Thermal Scrutiny.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Attributions of Evapotranspiration and Gross Primary Production Changes in Semi-Arid Region: A Case Study in the Water Source Area of the Xiong'an New Area in North China.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Inner Dynamic Detection and Prediction of Water Quality Based on CEEMDAN and GA-SVM Models.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Influence of Terrestrial Water Storage on Flood Potential Index in the Yangtze River Basin, China.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Merging Multisatellite and Gauge Precipitation Based on Geographically Weighted Regression and Long Short-Term Memory Network.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Multi-level disentanglement graph neural network.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

Protein Language Models and Structure Prediction: Connection and Progression.

[BibT_eX]

[DOI]

CoRR, 2022

A Survey of Deep Graph Clustering: Taxonomy, Challenge, and Application.

[BibT_eX]

[DOI]

CoRR, 2022

A Systematic Survey of Molecular Pre-trained Models.

[BibT_eX]

[DOI]

CoRR, 2022

Teaching Yourself: Graph Self-Distillation on Neighborhood for Node Classification.

[BibT_eX]

[DOI]

CoRR, 2022

Generative De Novo Protein Design with Global Context.

[BibT_eX]

[DOI]

CoRR, 2022

A Survey of Pretraining on Graphs: Taxonomy, Methods, and Applications.

[BibT_eX]

[DOI]

CoRR, 2022

SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Generalized Clustering and Multi-Manifold Learning with Geometric Structure Preservation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement Mixup and Self-supervised Context Prediction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

OT Cleaner: Label Correction as Optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Impact of Urban Expansion on Rain Island Effect in Jinan City, North China.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Research and Analysis of Ecological Environment Quality in the Middle Reaches of the Yangtze River Basin between 2000 and 2019.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Novel hybrid coupling of ecohydrology and socioeconomy at river basin scale: A watershed system model for the Heihe River basin.

[BibT_eX]

[DOI]

Environ. Model. Softw., 2021

Debiased Graph Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Invertible Manifold Learning for Dimension Reduction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Co-learning: Learning from Noisy Labels with Self-supervision.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020

Quantifying the Influences of Natural Factors and Human Activities on NDVI Changes in the Hanjiang River Basin, China.

[BibT_eX]

[DOI]

Remote. Sens., 2020

A comprehensive assessment framework for quantifying climatic and anthropogenic contributions to streamflow changes: A case study in a typical semi-arid North China basin.

[BibT_eX]

[DOI]

Environ. Model. Softw., 2020

Development of an interface-oriented add-in modeling framework for integrated water system simulation and its application.

[BibT_eX]

[DOI]

Sidong Zeng

Hong Du

Jun Xia

Environ. Model. Softw., 2020

Deep Clustering and Representation Learning that Preserves Geometric Structures.

[BibT_eX]

[DOI]

CoRR, 2020

Drought Monitoring in Sub-Sahara Africa.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Land Use and Land Cover Change of Ghana.

[BibT_eX]

[DOI]

Ankai Hou

Abrado Blankson Samuel

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Change of Impervious Surface of Chengdu City, China.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Utilizing Satellite Surface Soil Moisture Data in Calibrating a Distributed Hydrological Model Applied in Humid Regions Through a Multi-Objective Bayesian Hierarchical Framework.

[BibT_eX]

[DOI]

Remote. Sens., 2019

A Censored Shifted Mixture Distribution Mapping Method to Correct the Bias of Daily IMERG Satellite Precipitation Estimates.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Evaluation of Six Satellite-Based Precipitation Products and Their Ability for Capturing Characteristics of Extreme Precipitation Events over a Climate Transition Area in China.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Characteristics of the Flexible Graphite Grounding Material and its Engineering Application.

[BibT_eX]

[DOI]