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Scopus Author ID: 57194212101

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Employment (2)

Fudan University: Shanghai, Shanghai, CN

2022-03-01 to present | Assistant Professor (School of Data Science)
Employment
Source: Self-asserted source
Xinwei Sun

Microsoft Research Asia (China): Beijing, CN

2019-03-01 to 2022-01-01 | Researcher (Machine Learning)
Employment
Source: Self-asserted source
Xinwei Sun

Education and qualifications (2)

Peking University: Beijing, CN

2013-09-01 to 2018-07-01 | PhD (School of Mathematical Science)
Education
Source: Self-asserted source
Xinwei Sun

Nankai University: Tianjin, CN

2009-09-01 to 2013-07-01 | Bachelor (School of Mathematical Science)
Education
Source: Self-asserted source
Xinwei Sun

Works (50 of 51)

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Page 1 of 2

Causal Discovery from Subsampled Time Series with Proxy Variables

arXiv
2023 | Other
DOI: 10.48550/arXiv.2305.05276
EID:

2-s2.0-85161196642

Part of ISSN: 23318422
Contributors: Liu, M.; Sun, X.; Hu, L.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Causal Discovery with Unobserved Variables: A Proxy Variable Approach

arXiv
2023 | Other
DOI: 10.48550/arXiv.2305.05281
EID:

2-s2.0-85161126309

Part of ISSN: 23318422
Contributors: Liu, M.; Sun, X.; Qiao, Y.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Exploring Structural Sparsity of Deep Networks Via Inverse Scale Spaces

IEEE Transactions on Pattern Analysis and Machine Intelligence
2023 | Journal article
DOI: 10.1109/TPAMI.2022.3168881
EID:

2-s2.0-85128616617

Part of ISSN: 19393539 01628828
Contributors: Fu, Y.; Liu, C.; Li, D.; Zhong, Z.; Sun, X.; Zeng, J.; Yao, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
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Knockoffs-SPR: Clean Sample Selection in Learning with Noisy Labels

arXiv
2023 | Other
DOI: 10.48550/arXiv.2301.00545
EID:

2-s2.0-85146211273

Part of ISSN: 23318422
Contributors: Wang, Y.; Fu, Y.; Sun, X.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

PatchMix Augmentation to Identify Causal Features in Few-Shot Learning

IEEE Transactions on Pattern Analysis and Machine Intelligence
2023 | Journal article
DOI: 10.1109/TPAMI.2022.3223784
EID:

2-s2.0-85144074071

Part of ISSN: 19393539 01628828
Contributors: Xu, C.; Liu, C.; Sun, X.; Yang, S.; Wang, Y.; Wang, C.; Fu, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
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A New Causal Decomposition Paradigm towards Health Equity

arXiv
2022 | Other
DOI: 10.48550/arXiv.2207.12867
EID:

2-s2.0-85135543842

Part of ISSN: 23318422
Contributors: Sun, X.; Zheng, X.; Weinstein, J.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Context-LGM: Leveraging Object-Context Relation for Context-Aware Object Recognition

SSRN
2022 | Other
EID:

2-s2.0-85142050960

Part of ISSN: 15565068
Contributors: Liu, M.; Sun, X.; Zhang, F.; Yu, Y.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Domain Invariant Model with Graph Convolutional Network for Mammogram Classification

arXiv
2022 | Other
EID:

2-s2.0-85129519361

Part of ISSN: 23318422
Contributors: Wang, C.; Li, J.; Sun, X.; Zhang, F.; Yu, Y.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

PatchMix Augmentation to Identify Causal Features in Few-shot Learning

arXiv
2022 | Other
DOI: 10.48550/arXiv.2211.16019
EID:

2-s2.0-85143703344

Part of ISSN: 23318422
Contributors: Xu, C.; Liu, C.; Sun, X.; Yang, S.; Wang, Y.; Wang, C.; Fu, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Scalable Penalized Regression for Noise Detection in Learning with Noisy Labels

arXiv
2022 | Other
EID:

2-s2.0-85127784669

Part of ISSN: 23318422
Contributors: Wang, Y.; Sun, X.; Fu, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Scalable Penalized Regression for Noise Detection in Learning with Noisy Labels

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2022 | Conference paper
DOI: 10.1109/CVPR52688.2022.00044
EID:

2-s2.0-85141772747

Part of ISSN: 10636919
Contributors: Wang, Y.; Sun, X.; Fu, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Bilateral Asymmetry Guided Counterfactual Generating Network for Mammogram Classification

IEEE Transactions on Image Processing
2021 | Journal article
DOI: 10.1109/TIP.2021.3112053
EID:

2-s2.0-85115121025

Part of ISSN: 19410042 10577149
Contributors: Wang, C.; Li, J.; Zhang, F.; Sun, X.; Dong, H.; Yu, Y.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

CA-Net: Leveraging Contextual Features for Lung Cancer Prediction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021 | Book
DOI: 10.1007/978-3-030-87240-3_3
EID:

2-s2.0-85116481642

Part of ISSN: 16113349 03029743
Contributors: Liu, M.; Zhang, F.; Sun, X.; Yu, Y.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier

Causal hidden markov model for time series disease forecasting

arXiv
2021 | Other
EID:

2-s2.0-85104360024

Part of ISSN: 23318422
Contributors: Li, J.; Wu, B.; Sun, X.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Causal hidden Markov model for time series disease forecasting

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2021 | Conference paper
DOI: 10.1109/CVPR46437.2021.01193
EID:

2-s2.0-85120857138

Part of ISSN: 10636919
Contributors: Li, J.; Wu, B.; Sun, X.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Context-LGM: Leveraging object-context relation for context-aware object recognition

arXiv
2021 | Other
EID:

2-s2.0-85117939192

Part of ISSN: 23318422
Contributors: Liu, M.; Sun, X.; Zhang, F.; Yu, Y.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Controlling the False Discovery Rate in Transformational Sparsity: Split Knockoffs

arXiv
2021 | Other
DOI: 10.48550/arXiv.2103.16159
EID:

2-s2.0-85131894729

Part of ISSN: 23318422
Contributors: Cao, Y.; Sun, X.; Yao, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

DAE-GCN: Identifying Disease-Related Features for Disease Prediction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021 | Book
DOI: 10.1007/978-3-030-87240-3_5
EID:

2-s2.0-85116506875

Part of ISSN: 16113349 03029743
Contributors: Wang, C.; Sun, X.; Zhang, F.; Yu, Y.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Forecasting Irreversible Disease via Progression Learning

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2021 | Conference paper
DOI: 10.1109/CVPR46437.2021.00802
EID:

2-s2.0-85123219534

Part of ISSN: 10636919
Contributors: Wu, B.; Ren, S.; Li, J.; Sun, X.; Li, S.-M.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Learning Causal Semantic Representation for Out-of-Distribution Prediction

Advances in Neural Information Processing Systems
2021 | Conference paper
EID:

2-s2.0-85131830105

Part of ISSN: 10495258
Contributors: Liu, C.; Sun, X.; Wang, J.; Tang, H.; Li, T.; Qin, T.; Chen, W.; Liu, T.-Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Which Invariance ShouldWe Transfer? A Causal Minimax Learning Approach

arXiv
2021 | Other
DOI: 10.48550/arXiv.2107.01876
EID:

2-s2.0-85150203834

Part of ISSN: 23318422
Contributors: Liu, M.; Zheng, X.; Sun, X.; Fang, F.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Bilateral asymmetry guided counterfactual generating network for mammogram classification

arXiv
2020 | Other
EID:

2-s2.0-85098405745

Part of ISSN: 23318422
Contributors: Wang, C.-R.; Li, J.; Zhang, F.; Sun, X.; Dong, H.; Yu, Y.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Boosting with structural sparsity: A differential inclusion approach

Applied and Computational Harmonic Analysis
2020 | Journal article
DOI: 10.1016/j.acha.2017.12.004
EID:

2-s2.0-85042334566

Part of ISSN: 1096603X 10635203
Contributors: Huang, C.; Sun, X.; Xiong, J.; Yao, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

DessiLBI: Exploring structural sparsity of deep networks via differential inclusion paths

37th International Conference on Machine Learning, ICML 2020
2020 | Conference paper
EID:

2-s2.0-85098379502
Contributors: Fu, Y.; Liu, C.; Li, D.; Sun, X.; Zeng, J.; Yao, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

DessiLBI: Exploring Structural Sparsity of Deep Networks via Differential Inclusion Paths

arXiv
2020 | Other
EID:

2-s2.0-85095361853

Part of ISSN: 23318422
Contributors: Fu, Y.; Liu, C.; Li, D.; Sun, X.; Zeng, J.; Yao, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Forecasting irreversible disease via progression learning

arXiv
2020 | Other
EID:

2-s2.0-85106689085

Part of ISSN: 23318422
Contributors: Wu, B.; Ren, S.; Li, J.; Sun, X.; Li, S.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Identifying invariant texture violation for robust deepfake detection

arXiv
2020 | Other
EID:

2-s2.0-85100589641

Part of ISSN: 23318422
Contributors: Sun, X.; Wu, B.; Chen, W.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Latent causal invariant model

arXiv
2020 | Other
EID:

2-s2.0-85106928516

Part of ISSN: 23318422
Contributors: Sun, X.; Wu, B.; Zheng, X.; Liu, C.; Chen, W.; Qin, T.; Liu, T.-Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Learning causal semantic representation for out-of-distribution prediction

arXiv
2020 | Other
EID:

2-s2.0-85110883407

Part of ISSN: 23318422
Contributors: Liu, C.; Sun, X.; Wang, J.; Tang, H.; Li, T.; Qin, T.; Chen, W.; Liu, T.-Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Leveraging both Lesion Features and Procedural Bias in Neuroimaging: An Dual-Task Split dynamics of inverse scale space

arXiv
2020 | Other
EID:

2-s2.0-85095523285

Part of ISSN: 23318422
Contributors: Sun, X.; Han, W.; Hu, L.; Yao, Y.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Perturbed Amplitude Flow for Phase Retrieval

IEEE Transactions on Signal Processing
2020 | Journal article
DOI: 10.1109/TSP.2020.3022817
EID:

2-s2.0-85092550369

Part of ISSN: 19410476 1053587X
Contributors: Gao, B.; Sun, X.; Wang, Y.; Xu, Z.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

TCGM: An Information-Theoretic Framework for Semi-supervised Multi-modality Learning

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | Book
DOI: 10.1007/978-3-030-58580-8_11
EID:

2-s2.0-85097820586

Part of ISSN: 16113349 03029743
Contributors: Sun, X.; Xu, Y.; Cao, P.; Kong, Y.; Hu, L.; Zhang, S.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

TCGM: An Information-Theoretic Framework for Semi-Supervised Multi-Modality Learning

arXiv
2020 | Other
EID:

2-s2.0-85095561128

Part of ISSN: 23318422
Contributors: Sun, X.; Xu, Y.; Cao, P.; Kong, Y.; Hu, L.; Zhang, S.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Cascaded generative and discriminative learning for microcalcification detection in breast mammograms

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2019 | Conference paper
DOI: 10.1109/CVPR.2019.01286
EID:

2-s2.0-85077584976

Part of ISSN: 10636919
Contributors: Zhang, F.; Luo, L.; Sun, X.; Zhou, Z.; Li, X.; Yu, Y.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Exploring Structural Sparsity of Deep Networks via Inverse Scale Spaces

arXiv
2019 | Other
EID:

2-s2.0-85106751370

Part of ISSN: 23318422
Contributors: Fu, Y.; Liu, C.; Li, D.; Zhong, Z.; Sun, X.; Zeng, J.; Yao, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

iSplit LBI: Individualized partial ranking with ties via split LBI

arXiv
2019 | Other
EID:

2-s2.0-85093296907

Part of ISSN: 23318422
Contributors: Xu, Q.; Sun, X.; Yang, Z.; Cao, X.; Huang, Q.; Yao, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

iSplit LBI: Individualized partial ranking with ties via split LBI

Advances in Neural Information Processing Systems
2019 | Conference paper
EID:

2-s2.0-85090176462

Part of ISSN: 10495258
Contributors: Xu, Q.; Sun, X.; Yang, Z.; Cao, X.; Huang, Q.; Yao, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Learning with unsure data for medical image diagnosis

Proceedings of the IEEE International Conference on Computer Vision
2019 | Conference paper
DOI: 10.1109/ICCV.2019.01069
EID:

2-s2.0-85081938402

Part of ISSN: 15505499
Contributors: Wu, B.; Sun, X.; Hu, L.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

S<sup>2</sup>-LBI: Stochastic split linearized bregman iterations for parsimonious deep learning

arXiv
2019 | Other
EID:

2-s2.0-85093772026

Part of ISSN: 23318422
Contributors: Fu, Y.; Li, D.; Sun, X.; Zhang, S.; Wang, Y.; Yao, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Zero-shot learning via recurrent knowledge transfer

Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019
2019 | Conference paper
DOI: 10.1109/WACV.2019.00144
EID:

2-s2.0-85063589236
Contributors: Zhao, B.; Sun, X.; Hong, X.; Yao, Y.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

A margin-based MLE for crowdsourced partial ranking

MM 2018 - Proceedings of the 2018 ACM Multimedia Conference
2018 | Conference paper
DOI: 10.1145/3240508.3240597
EID:

2-s2.0-85058234110
Contributors: Xu, Q.; Xiong, J.; Sun, X.; Yang, Z.; Cao, X.; Huang, Q.; Yao, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

A Margin-based MLE for Crowdsourced Partial Ranking

arXiv
2018 | Other
EID:

2-s2.0-85095312177

Part of ISSN: 23318422
Contributors: Xu, Q.; Xiong, J.; Sun, X.; Yang, Z.; Cao, X.; Huang, Q.; Yao, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

FDR-HS: An empirical bayesian identification of heterogenous features in neuroimage analysis

arXiv
2018 | Other
EID:

2-s2.0-85095245592

Part of ISSN: 23318422
Contributors: Sun, X.; Hu, L.; Zhang, F.; Yao, Y.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
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FDR-HS: An empirical bayesian identification of heterogenous features in neuroimage analysis

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
DOI: 10.1007/978-3-030-00928-1_69
EID:

2-s2.0-85054082353

Part of ISSN: 16113349 03029743
Contributors: Sun, X.; Hu, L.; Zhang, F.; Yao, Y.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

MSplit LBI: Realizing feature selection and dense estimation simultaneously in few-shot and zero-shot learning

arXiv
2018 | Other
EID:

2-s2.0-85094274210

Part of ISSN: 23318422
Contributors: Zhao, B.; Sun, X.; Fu, Y.; Yao, Y.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

MSplit LBI: Realizing feature selection and dense estimation simultaneously in few-shot and zero-shot learning

35th International Conference on Machine Learning, ICML 2018
2018 | Conference paper
EID:

2-s2.0-85057253840
Contributors: Zhao, B.; Sun, X.; Fu, Y.; Yao, Y.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Boosting with structural sparsity: A differential inclusion approach

arXiv
2017 | Other
EID:

2-s2.0-85094329159

Part of ISSN: 23318422
Contributors: Huang, C.; Sun, X.; Xiong, J.; Yao, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

GSplit LBI: Taming the procedural bias in neuroimaging for disease prediction

arXiv
2017 | Other
EID:

2-s2.0-85094413230

Part of ISSN: 23318422
Contributors: Sun, X.; Hu, L.; Yao, Y.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

GSplit LBI:: Taming the procedural bias in neuroimaging for disease prediction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | Book
DOI: 10.1007/978-3-319-66179-7_13
EID:

2-s2.0-85029491084

Part of ISSN: 16113349 03029743
Contributors: Sun, X.; Hu, L.; Yao, Y.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎

Zero-shot learning via shared-reconstruction-graph pursuit

arXiv
2017 | Other
EID:

2-s2.0-85093032021

Part of ISSN: 23318422
Contributors: Zhao, B.; Sun, X.; Yao, Y.; Wang, Y.
Source: Self-asserted source
Xinwei Sun via Scopus - Elsevier
grade
Preferred source (of 2)‎
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