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awards.md

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## Scholarships
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- Oct 2023: Awarded for **the National Scholarship** <br>
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- Oct 2023: Awarded for **the National Scholarship** (Greatest Honor for Chinese PhD Student) <br>
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- Dec 2022: Awarded for **Lu Zengqi FPTC High-Technology of Distinguished Doctorates Scholarship** <br>
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- Oct 2022: Awarded for **Cen Kefa First-Class Scholarship** <br>
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- Jun 2022: Funded for **Dissertation of Distinguished Doctorates in Zhejiang University** <br>
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- Oct 2022: Awarded for **Cen Kefa First-Class Scholarship** (Top 2.5%)<br>
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- Jun 2022: Funded for **Dissertation of Distinguished Doctorates in Zhejiang University** (The First Man for Our Research Group) <br>
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- Oct 2017: Awarded for **HIWIN Special Scholarship** <br>
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- Oct 2017: Awarded for **Learning Excellence Award** <br>
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## Honors
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- Oct 2023: **Awarded of Honor for Graduate**<br>
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- Oct 2022: **Awarded of Honor for Graduate**<br>
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- Oct 2022: **Graduate of Merit A Graduate**<br>
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- Oct 2023: **Outstanding Graduate Student of Zhejiang University**<br>
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- Oct 2022: **Outstanding Graduate Student of Zhejiang University**<br>
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- Oct 2022: **Graduate Student of Merit of Zhejiang University**<br>
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- Jun 2019: **Outstanding Graduate of Dalian**<br>
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- Jun 2019: **Outstanding Graduate of Dalian University of Technology**<br>
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- Jun 2019: **Outstanding Dissertation of Dalian University of Technology**<br>

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index.md

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## News and Updates
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- **Jan 2024:** One paper is accpeted to RAL.
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- **Jan 2024:** One paper is accpeted to TMM.
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- **Dec 2023:** One paper is accpeted to TITS.
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- **Oct 2023:** Happy to be awarded the National Scholarship.
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- **Dec 2022:** One paper is accpeted to PR.
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- **Sep 2022:** One paper is accpeted to TMM.

publications.md

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title: Publications
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Lastest Update: 23th Oct 2023
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Lastest Update: 23th Jan 2024
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## Preprint
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- A Cross-Scale Hierarchical Transformer with Correspondence-Augmented Attention for Inferring Bird’s-Eye-View Semantic Segmentation. <br>**Naiyu Fang**, Lemiao Qiu*, Shuyou Zhang, Zili Wang, Kerui Hu, Kang Wang <br>arXiv:2304.03650, 2023 [[pdf]](https://arxiv.org/pdf/2304.03650.pdf)
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- GSDC Transformer: An Efficient and Effective Cue Fusion for Monocular Multi-Frame Depth Estimation. <br>**Naiyu Fang**, Lemiao Qiu*, Shuyou Zhang, Zili Wang, Zheyuan Zhou, Kerui Hu <br>arXiv:2309.17059, 2023 [[pdf]](https://arxiv.org/pdf/2309.17059.pdf)
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- A Novel Garment Transfer Method Supervised by Distilled Knowledge of Virtual Try-on Model. <br>**Naiyu Fang**, Lemiao Qiu*, Shuyou Zhang, Zili Wang, Kerui Hu <br>2023
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## Journal Paper
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## 2024
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- A Cross-Scale Hierarchical Transformer with Correspondence-Augmented Attention for Inferring Bird’s-Eye-View Semantic Segmentation. <br>**Naiyu Fang**, Lemiao Qiu*, Shuyou Zhang, Zili Wang, Kerui Hu, Kang Wang <br>IEEE Transactions on Intelligent Transportation Systems, 2024 [[pdf]](https://ieeexplore.ieee.org/abstract/document/10401013)
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- PG-VTON: A Novel Image-Based Virtual Try-on Method via Progressive Inference Paradigm. <br> **Naiyu Fang**, Lemiao Qiu*, Shuyou Zhang, Zili Wang, Kerui Hu <br> IEEE Transactions on Multimedia, 2024 [[pdf]](https://ieeexplore.ieee.org/abstract/document/10400859)
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- GSDC Transformer: An Efficient and Effective Cue Fusion for Monocular Multi-Frame Depth Estimation. <br>**Naiyu Fang**, Lemiao Qiu*, Shuyou Zhang, Zili Wang, Zheyuan Zhou, Kerui Hu <br>IEEE Robotics and Automation Letters, 2024 [[pdf]](https://arxiv.org/pdf/2309.17059.pdf)
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- A Novel Garment Transfer Method Supervised by Distilled Knowledge of Virtual Try-on Model. <br>**Naiyu Fang**, Lemiao Qiu*, Shuyou Zhang, Zili Wang, Kerui Hu <br>2024
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## 2023
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- A Novel Human Image Sequence Synthesis Method by Pose-Shape-Content Inference. <br>**Naiyu Fang**, Lemiao Qiu*, Shuyou Zhang, Zili Wang, Kerui Hu, Liangyu Dong <br> IEEE Transactions on Multimedia, 2023 [[pdf]](https://ieeexplore.ieee.org/abstract/document/9903568)
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- A novel DAGAN for Synthesizing Garment Images based on Design Attribute Disentangled Representation. <br>**Naiyu Fang**, Lemiao Qiu*, Shuyou Zhang, Zili Wang, Kerui Hu, Kang Wang <br> Pattern Recognition, 2023 [[pdf]](https://www.sciencedirect.com/science/article/abs/pii/S0031320322007270)
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- A Novel Human Image Sequence Synthesis Method by Pose-Shape-Content Inference. <br>**Naiyu Fang**, Lemiao Qiu*, Shuyou Zhang, Zili Wang, Kerui Hu, Liangyu Dong <br> IEEE Transactions on Multimedia, 2022 [[pdf]](https://ieeexplore.ieee.org/abstract/document/9903568)
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- A Physics-Informed Knowledge Distillation Model with Spatial–Temporal Attention for Energy Consumption Pre-assessment in Sustainable Additive Manufacturing. <br>Kang Wang*, **Naiyu Fang**, Zhihao Huang, Jinghua Xu*, Shuyou Zhang*, Jing Qin <br> Sustainable Energy Technologies and Assessments, 2023 [[pdf]](https://www.sciencedirect.com/science/article/abs/pii/S2213138823005301)
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- ICCP: A Heuristic Process Planning Method for Personalized Product Configuration Design. <br>Kerui Hu, Lemiao Qiu*, Shuyou Zhang, Zili Wang, **Naiyu Fang** <br> Applied Intelligence, 2023 [[pdf]](https://link.springer.com/article/10.1007/s10489-023-05186-z)
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- Customized Product Configuration Rule Intelligent Extraction and Dynamic Updating Method Based on the Least Recently Used Dynamic Decision Tree. <br> Zili Wang, Wenqi Ge, Lemiao Qiu*, Shuyou Zhang, Jiali Zhou, Kerui Hu, **Naiyu Fang** <br> Journal of Mechanical Design, 2023 [[pdf]](https://asmedigitalcollection.asme.org/mechanicaldesign/article-abstract/145/5/051701/1154774/Customized-Product-Configuration-Rule-Intelligent)
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- An Incremental Rare Association Rule Mining Approach with a Life Cycle Tree Structure Considering Time-sensitive Data. <br> Kerui Hu, Lemiao Qiu*, Shuyou Zhang, Zili Wang, **Naiyu Fang** <br> Applied Intelligence, 2023 [[pdf]](https://link.springer.com/article/10.1007/s10489-022-03978-3)
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- A Novel Neighbor Selection Scheme based on Dynamic Evaluation towards Recommender Systems. <br> Kerui Hu, Lemiao Qiu*, Shuyou Zhang, Zili Wang, **Naiyu Fang**, Huifang Zhou <br> Science Progress, 2023 [[pdf]](https://journals.sagepub.com/doi/full/10.1177/00368504231180090)
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## 2022
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- A Modeling Method for the Human Body Model with Facial Morphology. <br>**Naiyu Fang**, Lemiao Qiu*, Shuyou Zhang, Zili Wang, Yang Wang, Ye Gu, Jianrong Tan <br> Computer-Aided Design, 2021 [[pdf]](https://www.sciencedirect.com/science/article/pii/S0010448521001172)
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- Toward Multi-Category Garments Virtual Try-on Method by Coarse to Fine TPS Deformation. <br>**Naiyu Fang**, Lemiao Qiu*, Shuyou Zhang, Zili Wang, Kerui Hu, Heng Li <br> Neural Computing and Applications, 2022 [[pdf]](https://link.springer.com/article/10.1007/s00521-022-07173-w)
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- The Rapid Construction Method of Human Body Model for Virtual Try-on on Mobile Terminal based on MDD-Net. <br>**Naiyu Fang**, Lemiao Qiu*, Shuyou Zhang, Zili Wang, Ye Gu, Kerui Hu <br> Soft Computing, 2022 [[pdf]](https://link.springer.com/article/10.1007/s00500-022-07464-3)
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- Design and Tests of a Non-Contact Bernoulli Gripper for Rough-Surfaced and Fragile Objects Gripping. <br> Dong Liu, Minghao Wang, **Naiyu Fang**, Ming Cong*, Yu Du <br> Assembly Automation, 2020 [[pdf]](https://link.springer.com/article/10.1007/s00500-022-07464-3)
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- An Incremental Rare Association Rule Mining Approach with a Life Cycle Tree Structure Considering Time-sensitive Data. <br> Kerui Hu, Lemiao Qiu*, Shuyou Zhang, Zili Wang, **Naiyu Fang** <br> Applied Intelligence, 2023 [[pdf]](https://link.springer.com/article/10.1007/s10489-022-03978-3)
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- An Animal Dynamic Migration Optimization Method for Directional Association Rule Mining. <br> Kerui Hu, Lemiao Qiu*, Shuyou Zhang, Zili Wang, **Naiyu Fang** <br> Expert Systems with Applications, 2023 [[pdf]](https://www.emerald.com/insight/content/doi/10.1108/AA-10-2019-0171/full/html?utm_campaign=Emerald_Engineering_PPV_Dec22_RoN)
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- Customized Product Configuration Rule Intelligent Extraction and Dynamic Updating Method Based on the Least Recently Used Dynamic Decision Tree. <br> Zili Wang, Wenqi Ge, Lemiao Qiu*, Shuyou Zhang, Jiali Zhou, Kerui Hu, **Naiyu Fang** <br> Journal of Mechanical Design, 2023 [[pdf]](https://asmedigitalcollection.asme.org/mechanicaldesign/article-abstract/145/5/051701/1154774/Customized-Product-Configuration-Rule-Intelligent)
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- A Novel Neighbor Selection Scheme based on Dynamic Evaluation towards Recommender Systems. <br> Kerui Hu, Lemiao Qiu*, Shuyou Zhang, Zili Wang, **Naiyu Fang**, Huifang Zhou <br> Science Progress, 2023 [[pdf]](https://journals.sagepub.com/doi/full/10.1177/00368504231180090)
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# 2020
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- Design and Tests of a Non-Contact Bernoulli Gripper for Rough-Surfaced and Fragile Objects Gripping. <br> Dong Liu, Minghao Wang, **Naiyu Fang**, Ming Cong*, Yu Du <br> Assembly Automation, 2020 [[pdf]](https://link.springer.com/article/10.1007/s00500-022-07464-3)

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