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Xinjie Chen

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Journal Articles

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2024
[j3]
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  - journals/eswa/LiuCXHHCTL24
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Zhaoran Liu, Yizhi Cao, Hu Xu, Yuxin Huang, Qunshan He, Xinjie Chen, Xiaoyu Tang, Xinggao Liu:
Hidformer: Hierarchical dual-tower transformer using multi-scale mergence for long-term time series forecasting. Expert Syst. Appl. 239: 122412 (2024)
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Zhaoran Liu, Xinjie Chen, Hao Wang, Xinggao Liu:
Integrating regular expressions into neural networks for relation extraction. Expert Syst. Appl. 252: 124252 (2024)
2023
[j1]
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Xinjie Chen, Wenhai Wang, Ruping Zou, Zeyin Zhang, Shichao Chen, Jun Wang, Xinggao Liu:
A novel radar operating mode identification approach based on variational relevance vector machine with chaotic gravitational search optimization. Trans. Inst. Meas. Control 45(8): 1397-1410 (2023)

Conference and Workshop Papers

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2024
[c6]
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Xinjie Chen, Kai Fan, Wei Luo, Linlin Zhang, Libo Zhao, Xinggao Liu, Zhongqiang Huang:
Divergence-Guided Simultaneous Speech Translation. AAAI 2024: 17799-17807
[c5]
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  - conf/miccai/MolchanovaCGOLWCDGMC24
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Nataliia Molchanova, Alessandro Cagol, Pedro M. Gordaliza, Mario Ocampo-Pineda, Po-Jui Lu, Matthias Weigel, Xinjie Chen, Adrien Depeursinge, Cristina Granziera, Henning Müller, Meritxell Bach Cuadra:
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple Sclerosis. ISIC/iMIMIC/EARTH/DeCaF@MICCAI 2024: 89-98
2023
[c4]
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  - conf/caibda/ChenW23a
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Xinjie Chen, Chen Wang:
Research on Segmentation of Intestinal Polyps Based on Improved Transformer and FCN. CAIBDA 2023: 683-688
2020
[c3]
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  - conf/wsse/LiLLPSWC20
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Renqing Li, Jin Li, Jiale Lu, Liying Peng, Yan Song, Yi Wang, Xinjie Chen:
Storage Reliability Evaluation based on Competing Risks of Degradation Failure and Random Failure for Missiles. WSSE 2020: 278-282
2018
[c2]
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Xinjie Chen, Han Yuan, Wenfu Xu:
Design and Analysis of a Cable-Driven Flexible Finger Based On Continuum Mechanism. CBS 2018: 472-477
2014
[c1]
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Jin Huang, Xibin Zhao, Xinjie Chen, Jia-Guang Sun, Qinwen Yang:
From offline to onboard system solution for a control sequence optimization problem. CIES 2014: 67-73

Informal and Other Publications

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2025
[i3]
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  - journals/corr/abs-2504-04814
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Nataliia Molchanova, Pedro M. Gordaliza, Alessandro Cagol, Mario Ocampo-Pineda, Po-Jui Lu, Matthias Weigel, Xinjie Chen, Erin S. Beck, Haris Tsagkas, Daniel S. Reich, Anna Stölting, Pietro Maggi, Delphine Ribes, Adrien Depeursinge, Cristina Granziera, Henning Müller, Meritxell Bach Cuadra:
Explainability of AI Uncertainty: Application to Multiple Sclerosis Lesion Segmentation on MRI. CoRR abs/2504.04814 (2025)
2024
[i2]
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  - journals/corr/abs-2407-05761
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Nataliia Molchanova, Alessandro Cagol, Pedro M. Gordaliza, Mario Ocampo-Pineda, Po-Jui Lu, Matthias Weigel, Xinjie Chen, Adrien Depeursinge, Cristina Granziera, Henning Müller, Meritxell Bach Cuadra:
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple Sclerosis. CoRR abs/2407.05761 (2024)
2023
[i1]
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  - journals/corr/abs-2308-07611
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Po-Jui Lu, Benjamin Odry, Muhamed Barakovic, Matthias Weigel, Robin Sandkühler, Reza Rahmanzadeh, Xinjie Chen, Mario Ocampo-Pineda, Jens Kuhle, Ludwig Kappos, Philippe C. Cattin, Cristina Granziera:
GAMER-MRIL identifies Disability-Related Brain Changes in Multiple Sclerosis. CoRR abs/2308.07611 (2023)

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