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- # 课题一成果展示
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## MMonitor模型训练监控工具Pytorch版本
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* 开源简介：本项目提供了神经网络模型训练过程的监控工具的Pytorch版本。
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* 项目链接：[开源链接](https://openi.pcl.ac.cn/yueq/MMonitor)
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* 目录说明：目录"MMonitor"中为本项目相关的开源内容。
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## MMonitor模型训练监控工具Jittor版本
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* 开源简介：本项目提供了神经网络模型训练过程的监控工具的Jittor版本。
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* 项目链接：[开源链接](https://openi.pcl.ac.cn/wec/MMonitor-jittor)
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* 目录说明：目录"MMonitor"中为本项目相关的开源内容。
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## Torch-Naohai模型训练分析辅助工具
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- 开源简介：本项目通过将脑海大模型的megatron检查点转换为普通pytorch检查点，支持对脑海大模型的训练过程进行分析。
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- 开源链接：[开源链接](https://openi.pcl.ac.cn/fallqs/torch-naohai)
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- 目录说明：目录"torch-naohai"中为本项目相关开源内容
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- # 课题一成果展示
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## MMonitor模型训练监控工具
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* 开源简介：本项目提供了神经网络模型训练过程的监控工具。
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* 项目链接：[开源链接](https://openi.pcl.ac.cn/yueq/MMonitor)
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* 目录说明：目录"MMonitor"中为本项目相关的开源内容。
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| Dual Channel Knowledge Graph Embedding with Ontology Guided Data Augmentation | Tengwei Song, Long Yin, Xudong Ma, and Jie Luo | 2023 | KSEM 2023 | [paper](https://link.springer.com/chapter/10.1007/978-3-031-40283-8_32) |
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| The Application of Generating API Call Sequence Code for Android Driven by Neural Network | Jingbo Yang，Wenjun Wu, Jian Ren | 2023 | IJCNN 2023 | [paper](https://ieeexplore.ieee.org/document/10191527) |
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| Multi-task Pre-training Language Model for Semantic Network Completion | Da Li, Boqing Zhu, Sen Yang, Kele Xu, Ming Yi, Yukai He and Huaimin Wang | 2023 | ACM Transactions on Asian and Low-Resource Language Information Processing | [paper](https://dl.acm.org/doi/pdf/10.1145/3627704) |
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| 开源软件缺陷的跨项目相关问题推荐方法 | 刘宝川，张莉，刘桢炜，蒋竞 | 2023 | 软件学报 |[paper](https://jos.org.cn/jos/article/pdf/mk004) |
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| 基于改动树检索的拉取请求描述生成方法 | 蒋竞，刘子豪，张莉，汪亮 | 2023 | 软件学报 |[paper](https://www.jos.org.cn/jos/article/pdf/mk017) |
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| FastFixer: An Efficient and Effective Approach for Repairing Programming Assignments | Fang Liu, Zhenwei Liu, Qianhui Zhao, Jing Jiang*, Li Zhang, Zian Sun,Ge Li, Zhongqi Li, Yuchi Ma | 2024 | ASE 2024 |[paper](https://ieeexplore.ieee.org/abstract/document/10765070) |
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| 基于数据表示不变性的域泛化研究 | 倪云昊，黄雷 | 2024 | 图学学报 |[paper](http://www.txxb.com.cn/CN/10.11996/JG.j.2095-302X.2024040705#1) |
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| Expressiveness Analysis and Enhancing Framework for Geometric Knowledge Graph Embedding Models | Tengwei Song, Long Yin, Yang Liu, Long Liao, Jie Luo, Zhiqiang Xu | 2024 | TKDE |[paper](https://ieeexplore.ieee.org/document/10736650) |
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| 开源软件缺陷的跨项目相关问题推荐方法 | 刘宝川，张莉，刘桢炜，蒋竞 | 2023 | 软件学报 | |
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| 基于改动树检索的拉取请求描述生成方法 | 蒋竞，刘子豪，张莉，汪亮 | 2023 | 软件学报 | |
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| FastFixer An Efficient and Effective Approach for Repairing Programming Assignments | Fang Liu, Zhenwei Liu, Qianhui Zhao, Jing Jiang*, Li Zhang, Zian Sun,Ge Li, Zhongqi Li, Yuchi Ma | 2024 | ASE 2024 | |
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| 基于数据表示不变性的域泛化研究 | 倪云昊，黄雷 | 2024 | 图学学报 | |
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| Expressiveness Analysis and Enhancing Framework for Geometric Knowledge Graph Embedding Models | Tengwei Song, Long Yin, Yang Liu, Long Liao, Jie Luo, Zhiqiang Xu | 2024 | TKDE | |
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