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Publications

Journal Papers

2025

  1. Ren, Fang, Xie, Yulai (co-first author), Pi,Xiaoning. "Query-Based Neural Network for Long-Range Prediction of Optical Spatio-temporal Dynamics in Multimode Fibers.", Expert Systems with Applications, 2025. (in Revision) (JCR Q1|中科院一区)

  2. Xie, Yulai, Pi, Xiaoning, Zhang,Yang, and Ren,Fang. "Structured Guided Diffusion Models for Industrial Defect Image Generation." Knowledge-based System, 2025. (in Revision) (JCR Q1|中科院一区)

2024

  1. Ren, Fang, Xie, Yulai (co-first author), Pi,Xiaoning and Wang,Xiaohui . "Bridge the gap between simulated and real-world data in optical fiber mode decomposition for accuracy improvement: A deep learning-based co-learning framework with visual similarity-based matching". Expert Systems with Applications 256 (2024.12.5): 124937. DOI (JCR Q1|中科院一区)

2023

  1. Xie, Yulai, Jingjing Niu, Yang Zhang, and Fang Ren. "Global-Shared Text Representation Based Multi-Stage Fusion Transformer Network for Multi-Modal Dense Video Captioning." IEEE Transactions on Multimedia, August 23, 2023. DOI (JCR Q1|中科院一区)

  2. Han, Zhenyu, Siran Ma, Changzheng Gao, Erzhuo Shao, Yulai Xie, Yang Zhang, Lu Geng, and Yong Li. "Disease Simulation in Airport Scenario Based on Individual Mobility Model." ACM Transactions on Intelligent Systems and Technology, May 20, 2023. DOI

  3. 陈卫星, 谢雨来. "基于时空逻辑的高空作业违规检测方法研究". 机电安全, 2023年6月

2022

  1. Xie, Yulai, Jingjing Niu, Yang Zhang, and Fang Ren. "Multisize Patched Spatial-Temporal Transformer Network for Short-and Long-Term Crowd Flow Prediction". IEEE Transactions on Intelligent Transportation Systems, 2022. DOI (JCR Q1|中科院一区)

  2. Jingjing Niu, Yulai Xie (co-first author), Yang Zhang, and Fang Ren. "Tri-Modal Dense Video Captioning Based on Fine-Grained Aligned Text and Anchor-Free Event Proposals Generator". International Journal of Pattern Recognition and Artificial Intelligence, 2022. DOI

  3. Shao, Erzhuo, Zhenyu Han, Yulai Xie, Yang Zhang, Lu Geng, and Yong Li. "Interior Individual Trajectory Simulation with Population Distribution Constraint". ACM Transactions on Intelligent Systems and Technology, 2022. DOI

  4. Xie, Yulai, Yang Zhang, and Fang Ren. "Temporal-Enhanced Graph Convolution Network for Skeleton-Based Action Recognition." IET Computer Vision, 2022, 266–79. DOI (2022 Top Downloaded Article)

Conference Papers

2024

  1. Pi, XiaoNing, YuLai Xie (co-first author), Yang Zhang, XiaoHui Wang, and Fang Ren. "Automatic Iterative Diversity Improvement for Defect Data Generation." In Proceedings of the 2024 16th International Conference on Computer Modeling and Simulation, 41-47. ICCMS '24. ACM, 2024. DOI

2023

  1. Wang, Xiaohui, Yulai Xie (co-first author), Yang Zhang, Xiaoning Pi, and Fang Ren. "Digital Simulation-Based Data Generation for Quality Inspection." In ICCMS 2023, 6. 2023. DOI

2022

  1. Zhang, Yanfei, Yulai Xie (co-first author), Yang Zhang, Yiruo Dai, and Fang Ren. "VSSum: A Virtual Surveillance Dataset for Video Summary." In ICCCV 2022, 7, 2022. DOI

Earlier Publications

2021-2017

  1. Xie, Yulai, Yang Zhang, and Fang Ren. "Temporal-Aware Graph Convolution Network for Skeleton-Based Action Recognition." ACM International Conference Proceeding Series, 2021, 83–90. DOI

  2. Fan, Xiaojie, Fang Ren, Yulai Xie, Yiying Zhang, Jingjing Niu, Jingyu Zhang, and Jianping Wang. "Mitigating Ambiguity by Deep-Learning-Based Modal Decomposition Method." Optics Communications, September 2020. DOI

  3. Fan, Xiaojie, Lina Wang, Fang Ren, Yulai Xie, Xiang Lu, Yiying Zhang, Tianwen Zhangsun, Wei Chen, and Jianping Wang. "Feature Fusion-Based Multi-Task ConvNet for Simultaneous Optical Performance Monitoring and Bit-Rate/Modulation Format Identification." IEEE Access PP (September 2, 2019). DOI

  4. Fan, Xiaojie, Yulai Xie, Fang Ren, Yiying Zhang, Xiaoshan Huang, Wei Chen, Tianwen Zhangsun, and Jianping Wang. "Joint Optical Performance Monitoring and Modulation Format/Bit-Rate Identification by CNN-Based Multi-Task Learning." IEEE Photonics Journal 10 (September 11, 2018). DOI

  5. Liu, Guojin, Zhenzhi Yin, Yunjian Jia, and Yulai Xie. "Passenger Flow Estimation Based on Convolutional Neural Network in Public Transportation System." Knowledge-Based Systems 123 (February 1, 2017). DOI (JCR Q1|中科院一区)

2013-2010

  1. Xie, Yulai, Satoshi Kanai, and Hiroaki Date. "An Efficient Simulation of Skin Contact Deformation for Virtual Ergonomic Assessments of Handheld Products." International Journal of CAD/CAM 13 (January 1, 2013): 81-95. (Gaheon Sindoh Foundation, Society of CAD/CAM Engineers, The Gaheon Award 2013)

  2. Xie, Yulai, Satoshi Kanai, and Hiroaki Date. "Anatomy-Based Variational Modeling of Digital Hand and Its Verification." In DHM/HCII 2013, 8026:384-92, 2013. DOI

  3. Xie, Yulai, Li Xingfei, Lu Jingwei, and Gao Yabiao. "Underwater Image Real-Time Registration Method based on SURF." Journal of Computer-Aided Design & Computer Graphics, December 2010.