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Xinyi Tong

Land-cover classification with high-resolution remote sensing images using transferable deep models
2019 · Xin-Yi Tong, Gui-Song Xia, et al. · Remote Sensing of Environment · 1,098
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Personalized Federated Learning with Feature Alignment and Classifier Collaboration
2023 · Xu, Jian, Tong, Xinyi, et al. · arXiv (Cornell University) · 151
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Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation
2019 · Xin-Yi Tong, Gui-Song Xia, et al. · IEEE Transactions on Big Data · 134
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Enabling country-scale land cover mapping with meter-resolution satellite imagery
2023 · Xin-Yi Tong, Gui-Song Xia, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 125
Large-Scale Land Cover Classification in Gaofen-2 Satellite Imagery
2018 · Xin-Yi Tong, Qikai Lu, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 44
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Learning Transferable Deep Models for Land-Use Classification with High-Resolution Remote Sensing Images.
2018 · Xinyi Tong, Gui-Song Xia, et al. · 42
Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images
2022 · Kunping Yang, Xin-Yi Tong, et al. · IEEE Transactions on Geoscience and Remote Sensing · 28
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Delving into deep representations for remote sensing image retrieval
2016 · Fan Hu, Xinyi Tong, et al. · International Conference on Signal Processing · 26
A benchmark for scene classification of high spatial resolution remote sensing imagery
2015 · Jingwen Hu, Tianbi Jiang, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 26
Large-Scale Land Cover Mapping with Fine-Grained Classes via Class-Aware Semi-Supervised Semantic Segmentation
2023 · Runmin Dong, Lichao Mou, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 21
Global high categorical resolution land cover mapping via weak supervision
2025 · Xin-Yi Tong, Runmin Dong, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 19
A Mathematical Framework for Quantifying Transferability in Multi-source Transfer Learning
2021 · Xinyi Tong, Xiangxiang Xu, et al. · neural information processing systems · 14
Invariant Features for Global Crop Type Classification
2025 · Tong, Xin-Yi, Wang, Sherrie · arXiv (Cornell University) · 5
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SSLCL: An Efficient Model-Agnostic Supervised Contrastive Learning Framework for Emotion Recognition in Conversations
2023 · Shi, Tao, Liang, Xiao, et al. · arXiv (Cornell University) · 4
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An Information-theoretic Method for Collaborative Distributed Learning with Limited Communication
2022 · Xinyi Tong, Jian Xu, et al. · IEEE Information Theory Workshop (ITW) · 4
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Evolutionary Greedy Algorithm for Optimal Sensor Placement Problem in Urban Sewage Surveillance
2024 · Wang, Sunyu, Xia, Yutong, et al. · arXiv (Cornell University) · 3
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Robust Transfer Learning Based on Minimax Principle
2023 · Xinyi Tong, Xiangxiang Xu, et al. · Allerton Conference on Communication, Control, and Computing · 3
Multi-source Transfer Learning for Signal Detection over a Fading Channel with Co-channel Interference
2022 · Ziyan Zheng, Xinyi Tong, et al. · International Conference on Communications · 2
Second-Order Characterization of Minimax Parameter Estimation in Restricted Parameter Space
2024 · Tianren Peng, Xinyi Tong, et al. · IEEE International Symposium on Information Theory (ISIT) · 1
An Information Theoretic Approach for Collaborative Distributed Parameter Estimation
2023 · Xinyi Tong, Tianren Peng, et al. · IEEE International Symposium on Information Theory (ISIT) · 1
On Sample Complexity of Learning Shared Representations: The Asymptotic Regime
2022 · Xinyi Tong, Xiangxiang Xu, et al. · Allerton Conference on Communication, Control, and Computing · 1
A Data Field Method for Urban Remotely Sensed Imagery Classification Considering Spatial Correlation
2016 · Y. Zhang, K. Qin, et al. · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 1
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The Second-Order Perspectives of Minimax Parameter Estimation in Restricted Space with Weighted Squared Error Loss
2024 · Tianren Peng, Xinyi Tong, et al. · IEEE Information Theory Workshop (ITW)
On the expected number of facets for the convex hull of samples
2024 · Zhao, Feng, Tong, Xinyi, et al. · arXiv (Cornell University)
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Works count: 24
Citation count: 1,753
H-index: 12
I10-index: 12
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